ML Benchmarks
Introduction
Today, we will learn how to use conduct a ML benchmark experiment in
R using the mlr3 ecosystem.
In this practical, we will use a data set (drugs.csv)
containing information on personality profiles of drug users and
non-users. It is a pre-processed data set to facilitate its usage in
this exercise. The original data set can be retrieved from the UCI
Machine Learning Repository (you can find the data here).
The following variables are available in the data set:
Age: Age of participant (standardized)Gender: Gender (standardized: -0.48246 = male, 0.48246 = female)Nscore: Standardized neuroticism scoreEscore: Standardized extraversion scoreOscore: Standardized openness scoreAscore: Standardized agreeableness scoreCscore: Standardized conscientiousness scoreImpulsivity: Standardized impulsivity scoreSS: Standardized sensation seaking scoreUser: Indicator whether participant is a user/non-user
The goal is to predict whether someone is a user of non-user based on
all other variables using the mlr3verse. Further
information about the functionalities of mlr3 can be found
at https://mlr3book.mlr-org.com/.
library(mlr3verse)
library(tidyverse)
library(ggplot2)
library(psych)1. Get an impression of the data by looking at the structure of the data and creating some descriptive statistics to get an idea of which covariates may be indicative of drug usage.
head(data)tail(data)data %>%
select(-c(Gender, User)) %>%
describeBy(data$User, fast = TRUE)##
## Descriptive statistics by group
## group: Non-User
## vars n mean sd min max range se
## Age 1 1053 0.23 0.91 -0.95 2.59 3.54 0.03
## Nscore 2 1053 -0.13 0.96 -3.16 2.82 5.98 0.03
## Escore 3 1053 0.02 0.95 -2.73 3.01 5.73 0.03
## Oscore 4 1053 -0.22 0.97 -3.27 2.90 6.18 0.03
## Ascore 5 1053 0.16 0.95 -2.54 2.76 5.30 0.03
## Cscore 6 1053 0.20 0.97 -2.90 3.46 6.37 0.03
## Impulsivity 7 1053 -0.22 0.94 -2.56 2.90 5.46 0.03
## SS 8 1053 -0.30 0.91 -2.08 1.92 4.00 0.03
## ------------------------------------------------------------
## group: User
## vars n mean sd min max range se
## Age 1 832 -0.22 0.77 -0.95 2.59 3.54 0.03
## Nscore 2 832 0.16 1.02 -3.46 3.27 6.74 0.04
## Escore 3 832 -0.03 1.05 -3.27 3.27 6.55 0.04
## Oscore 4 832 0.27 0.97 -2.86 2.90 5.76 0.03
## Ascore 5 832 -0.21 1.02 -3.46 3.46 6.93 0.04
## Cscore 6 832 -0.26 0.98 -3.46 3.01 6.47 0.03
## Impulsivity 7 832 0.29 0.90 -2.56 2.90 5.46 0.03
## SS 8 832 0.38 0.89 -2.08 1.92 4.00 0.032. To further explore the data we work with, create some interesting data visualizations that show whether there are interesting patterns in the data.
Hint: Think about adding a color aesthetic for the variable
User.
data %>%
select(-Gender) %>%
pivot_longer(where(is.numeric)) %>%
ggplot(aes(x = value, col = User, fill = User)) +
geom_boxplot(alpha = 0.8) +
facet_wrap(~name, scales = "free") +
scale_color_brewer(palette = "Paired") +
scale_fill_brewer(palette = "Paired") +
theme_minimal()
prop.table(table(data$Gender, data$User), margin = 1) %>%
as.data.frame %>%
select(Gender = Var1, User = Var2, `Relative Frequency` = Freq) %>%
ggplot(aes(y = `Relative Frequency`, x = Gender, col = User, fill = User)) +
geom_histogram(alpha = 0.8, stat = "identity", position = "dodge") +
scale_fill_brewer(palette = "Paired") +
scale_color_brewer(palette = "Paired") +
theme_minimal()## Warning in geom_histogram(alpha = 0.8, stat = "identity", position = "dodge"):
## Ignoring unknown parameters: `binwidth`, `bins`, and `pad`
## info: -0.48246 = male, 0.48246 = female
## Percentage of males using/ having used drugs appears to be much higher than for females4. Create a classification task in mlr3 defining the objective for the ML benchmark.
# transform criterion to factor variable (mlr3 expects a factor variable when a classification task is created ):
data$User <- as.factor(data$User)
task <- TaskClassif$new(id = "drugs-data", # arbitrary name (important if benchmark uses multiple data sets)
backend = data, # data set
target = "User", # target variable
positive = "User") # label considered "positive" class5. Set up a complex nested resampling strategy by defining an inner and an outer resampling. The inner resampling should be a simple train-test split (70-30). Choose a four-fold CV for the outer resampling
# we use a relatively simple resampling strategy to save computation time
# in a real benchmark, you may want to use more folds and/or repeated CV for the outer resampling and CV for the inner resampling
res_outer <- rsmp("cv", folds = 4)
res_inner <- rsmp("holdout", ratio = 0.7)6. We want to tune some hyperparameters of two ML algorithms. Define a tuning scheme (i.e., a tuner and a terminator). For simplicity (and to save computation time), use random search with 200 iterations. Define a performance measure that should be optimized during hyperparamter tuning. Using the accuracy as a performance measure makes sense as most algorithms are trained to optimize the accuracy/MMCE (you can choose a different measure though, for example, if you want to focus more on one of the possible classification errors).`
# do not use too many iterations (n_evals) here to keep the runtime low
terminator <- trm("evals", n_evals = 200)
tuner <- tnr("random_search")
# performance measure that is later used for tuning
mes_acc <- msr("classif.acc")7. Set up a list of learners that should be compared in this benchmark. Use a baseline (“featureless”) learner, a logistic regression model, a random forest (use the ranger implementation as it is the fastest), an SVM, and an XGBoost (gradient boosting algorithm).
Note. Set predict_type = "prob" for each
algorithm to obtain predicted probabilities which allows us to calculate
a broader range of evaluation metrics.
baseline <- lrn("classif.featureless", predict_type = "prob")
logreg <- lrn("classif.log_reg", predict_type = "prob")
ranger <- lrn("classif.ranger", predict_type = "prob")
svm <- lrn("classif.svm", predict_type ="prob", type = "C-classification")
xgboost <- lrn("classif.xgboost", predict_type = "prob")8. We now want to tune hyperparameters of the XGBoost and the SVM. Define the parameter set that should be tuned and set up the respective modeling pipeline using the AutoTuner function. For the XGBoost, we want to tune the number of trees (nrounds) between 1 and 500, the learning rate (eta) between 0.001 and 0.2, and the maximum tree depth between 1 and 10. For the SVM, we want to tune the kernel function (i.e., choose between radial and linear) and the cost parameter between 0 and 50.
# this is just an example using three of the most important hyperparameters of the xgboost algorithm, this is probably not sufficient to reach the best performance possible
param_set_xgb <- ps(
nrounds = p_int(lower = 1, upper = 500),
eta = p_dbl(lower = 0.001, upper = 0.2),
max_depth = p_int(lower = 1, upper = 10)
)
# Sometimes you have to load the mlr3tuning package separately (if you receive an error message stating that R cannot find an object called 'AutoTuner')
# library(mlr3tuning)
xgb_tuned <- AutoTuner$new(
learner = xgboost, # basic xgboost learner (see above)
resampling = res_inner, # inner resampling to evaluate different param sets (defined above)
measure = mes_acc, # performance measure to select parameters (see above)
search_space = param_set_xgb, # parameter range that is tested
terminator = terminator, # termination criterion
tuner = tuner) # tuning scheme (here: random search)
## SVM (this also only an example; to optimize the performance in a real application a more extensive tuning might be necessary)
param_set_svm <- ps(
cost = p_dbl(lower = 0, upper = 50),
kernel = p_fct(c("radial", "linear"))
)
svm_tuned <- AutoTuner$new(
learner = svm, # basic svm learner (see above)
resampling = res_inner, # inner resampling to evaluate different param sets (defined above)
measure = mes_acc, # performance measure to select parameters (see above)
search_space = param_set_svm, # parameter range that is tested
terminator = terminator, # termination criterion
tuner = tuner) # tuning scheme (here: random search)9. To exemplify how to integrate a complex modeling pipeline in a benchmark, we want test how a logistic regression model with variable selection performs in comparison to the logistic regression model that uses the full feature set. Therefore, create a filter that selects the two most relevant features based on the training data and create a so-called graph learner to include the complete modeling pipeline in the resampling procedure.
Note: Use the F-statistic of an ANOVA to select the features
that are most strongly related to the outcome. You can simply create a
filter with the flt()-function (https://mlr3filters.mlr-org.com/reference/mlr_filters.html).
filter = flt("anova")
filter = po("filter", filter = filter)
filter$param_set$values$filter.nfeat = 2
logreg_varselect = GraphLearner$new(filter %>>% logreg)10. Set up and run the benchmark experiment. Make sure to parallelize the execution to save computation time.
Note: Set a seed to make the results reproducible!
# Parallelize the execution using the future package
# adjust the number of workers depending on your machine
future::plan("multisession", workers = 6)
set.seed(40123142)
grid <- benchmark_grid(tasks = list(task),
# include all learners (baseline, logreg, logreg with var selection, tuned xgboost, and tuned svm):
learners = list(baseline, logreg, logreg_varselect, ranger, xgb_tuned, svm_tuned),
resamplings = list(res_outer)
)
results <- benchmark(grid, store_models = FALSE) # store_models = FALSE to save memory## INFO [13:18:19.378] [mlr3] Running benchmark with 24 resampling iterations
## INFO [13:18:19.491] [mlr3] Applying learner 'classif.featureless' on task 'drugs-data' (iter 1/4)
## INFO [13:18:19.652] [mlr3] Applying learner 'classif.featureless' on task 'drugs-data' (iter 2/4)
## INFO [13:18:19.790] [mlr3] Applying learner 'classif.featureless' on task 'drugs-data' (iter 3/4)
## INFO [13:18:19.932] [mlr3] Applying learner 'classif.featureless' on task 'drugs-data' (iter 4/4)
## INFO [13:18:20.109] [mlr3] Applying learner 'classif.log_reg' on task 'drugs-data' (iter 1/4)
## INFO [13:18:20.279] [mlr3] Applying learner 'classif.log_reg' on task 'drugs-data' (iter 2/4)
## INFO [13:18:20.337] [mlr3] Applying learner 'classif.log_reg' on task 'drugs-data' (iter 3/4)
## INFO [13:18:20.397] [mlr3] Applying learner 'classif.log_reg' on task 'drugs-data' (iter 4/4)
## INFO [13:18:20.456] [mlr3] Applying learner 'anova.classif.log_reg' on task 'drugs-data' (iter 1/4)
## INFO [13:18:20.517] [mlr3] Applying learner 'anova.classif.log_reg' on task 'drugs-data' (iter 2/4)
## INFO [13:18:20.574] [mlr3] Applying learner 'anova.classif.log_reg' on task 'drugs-data' (iter 3/4)
## INFO [13:18:20.665] [mlr3] Applying learner 'anova.classif.log_reg' on task 'drugs-data' (iter 4/4)
## INFO [13:18:20.692] [mlr3] Applying learner 'classif.ranger' on task 'drugs-data' (iter 1/4)
## INFO [13:18:20.735] [mlr3] Applying learner 'classif.ranger' on task 'drugs-data' (iter 2/4)
## INFO [13:18:20.778] [mlr3] Applying learner 'classif.ranger' on task 'drugs-data' (iter 3/4)
## INFO [13:18:20.822] [mlr3] Applying learner 'classif.ranger' on task 'drugs-data' (iter 4/4)
## INFO [13:18:20.894] [mlr3] Applying learner 'classif.xgboost.tuned' on task 'drugs-data' (iter 1/4)
## INFO [13:18:21.932] [bbotk] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals> [n_evals=200, k=0]'
## INFO [13:18:21.960] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:21.967] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:21.988] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:22.267] [mlr3] Finished benchmark
## INFO [13:18:22.299] [bbotk] Result of batch 1:
## INFO [13:18:22.308] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:22.308] [bbotk] 248 0.08251477 7 0.6674528 0 0 0.268
## INFO [13:18:22.308] [bbotk] uhash
## INFO [13:18:22.308] [bbotk] a2b27c27-9c1d-4d3b-b271-278b0cd567bc
## INFO [13:18:22.311] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.326] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.331] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:22.562] [mlr3] Finished benchmark
## INFO [13:18:22.581] [bbotk] Result of batch 2:
## INFO [13:18:22.583] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:22.583] [bbotk] 350 0.1518524 4 0.6721698 0 0 0.225
## INFO [13:18:22.583] [bbotk] uhash
## INFO [13:18:22.583] [bbotk] 22045bae-467a-46fe-998a-24b8ce5e9fca
## INFO [13:18:22.585] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.589] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.594] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.089] [mlr3] Finished benchmark
## INFO [13:18:23.111] [bbotk] Result of batch 3:
## INFO [13:18:23.114] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.114] [bbotk] 479 0.03330067 7 0.6674528 0 0 0.488
## INFO [13:18:23.114] [bbotk] uhash
## INFO [13:18:23.114] [bbotk] 17992eef-1dab-430a-908b-d943478fdfd5
## INFO [13:18:23.117] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.122] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.125] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.496] [mlr3] Finished benchmark
## INFO [13:18:23.511] [bbotk] Result of batch 4:
## INFO [13:18:23.513] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.513] [bbotk] 311 0.1029918 8 0.6580189 0 0 0.361
## INFO [13:18:23.513] [bbotk] uhash
## INFO [13:18:23.513] [bbotk] 6b01fccb-eb6a-4649-812f-8c91aadaa9a9
## INFO [13:18:23.514] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.518] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.521] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.822] [mlr3] Finished benchmark
## INFO [13:18:23.837] [bbotk] Result of batch 5:
## INFO [13:18:23.838] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.838] [bbotk] 211 0.1104734 8 0.6792453 0 0 0.295
## INFO [13:18:23.838] [bbotk] uhash
## INFO [13:18:23.838] [bbotk] a0d09336-df54-4ab5-b73e-b5b934a5e913
## INFO [13:18:23.840] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.844] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.847] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.948] [mlr3] Finished benchmark
## INFO [13:18:23.976] [bbotk] Result of batch 6:
## INFO [13:18:23.980] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.980] [bbotk] 424 0.1473864 1 0.6957547 0 0 0.097
## INFO [13:18:23.980] [bbotk] uhash
## INFO [13:18:23.980] [bbotk] 73124fa8-d1fa-46d6-8245-3e802f8a07c9
## INFO [13:18:23.982] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.987] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.990] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.182] [mlr3] Finished benchmark
## INFO [13:18:24.201] [bbotk] Result of batch 7:
## INFO [13:18:24.202] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.202] [bbotk] 474 0.1862804 3 0.6627358 0 0 0.187
## INFO [13:18:24.202] [bbotk] uhash
## INFO [13:18:24.202] [bbotk] db09f99c-e71c-4bf9-a212-97dc2d03b208
## INFO [13:18:24.204] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.208] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.210] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.459] [mlr3] Finished benchmark
## INFO [13:18:24.472] [bbotk] Result of batch 8:
## INFO [13:18:24.474] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.474] [bbotk] 217 0.008252593 6 0.6509434 0 0 0.197
## INFO [13:18:24.474] [bbotk] uhash
## INFO [13:18:24.474] [bbotk] 06e512fd-b1bd-4032-a665-3b6f2a212b38
## INFO [13:18:24.475] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.479] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.481] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.866] [mlr3] Finished benchmark
## INFO [13:18:24.894] [bbotk] Result of batch 9:
## INFO [13:18:24.895] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.895] [bbotk] 301 0.09139512 10 0.6556604 0 0 0.37
## INFO [13:18:24.895] [bbotk] uhash
## INFO [13:18:24.895] [bbotk] 527abea9-2f9e-423e-8bf4-de188567e6c3
## INFO [13:18:24.897] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.901] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.904] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.181] [mlr3] Finished benchmark
## INFO [13:18:25.198] [bbotk] Result of batch 10:
## INFO [13:18:25.200] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.200] [bbotk] 305 0.1863395 6 0.6556604 0 0 0.27
## INFO [13:18:25.200] [bbotk] uhash
## INFO [13:18:25.200] [bbotk] eb1d3644-784b-4a30-84e1-04ad2da2eebc
## INFO [13:18:25.202] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.205] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.208] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.241] [mlr3] Finished benchmark
## INFO [13:18:25.256] [bbotk] Result of batch 11:
## INFO [13:18:25.259] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.259] [bbotk] 183 0.02758732 1 0.6981132 0 0 0.029
## INFO [13:18:25.259] [bbotk] uhash
## INFO [13:18:25.259] [bbotk] f1d8f0ae-ea20-401f-881d-3e5f6ddfad4d
## INFO [13:18:25.265] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.273] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.279] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.426] [mlr3] Finished benchmark
## INFO [13:18:25.441] [bbotk] Result of batch 12:
## INFO [13:18:25.442] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.442] [bbotk] 150 0.1112973 7 0.6603774 0 0 0.144
## INFO [13:18:25.442] [bbotk] uhash
## INFO [13:18:25.442] [bbotk] 81eb790d-d710-46e0-ab37-894f93a998b3
## INFO [13:18:25.446] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.455] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.460] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.551] [mlr3] Finished benchmark
## INFO [13:18:25.564] [bbotk] Result of batch 13:
## INFO [13:18:25.567] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.567] [bbotk] 56 0.08031383 9 0.6792453 0 0 0.088
## INFO [13:18:25.567] [bbotk] uhash
## INFO [13:18:25.567] [bbotk] 6ff8e697-3334-4c5c-ac91-e31531a5823c
## INFO [13:18:25.573] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.583] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.586] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.706] [mlr3] Finished benchmark
## INFO [13:18:25.726] [bbotk] Result of batch 14:
## INFO [13:18:25.730] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.730] [bbotk] 118 0.1443122 6 0.6627358 0 0 0.114
## INFO [13:18:25.730] [bbotk] uhash
## INFO [13:18:25.730] [bbotk] 9c49f408-715b-4419-bbb5-2d867c214d3d
## INFO [13:18:25.734] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.738] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.741] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.854] [mlr3] Finished benchmark
## INFO [13:18:25.888] [bbotk] Result of batch 15:
## INFO [13:18:25.893] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.893] [bbotk] 276 0.1421833 3 0.6863208 0 0 0.108
## INFO [13:18:25.893] [bbotk] uhash
## INFO [13:18:25.893] [bbotk] 24a2c2fe-ab89-45fc-88ea-5eeffe5ce0d6
## INFO [13:18:25.899] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.903] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.906] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.378] [mlr3] Finished benchmark
## INFO [13:18:26.411] [bbotk] Result of batch 16:
## INFO [13:18:26.412] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.412] [bbotk] 433 0.1705953 10 0.6580189 0 0 0.446
## INFO [13:18:26.412] [bbotk] uhash
## INFO [13:18:26.412] [bbotk] 4257fd3b-802b-44c3-8d0d-3d8195b99278
## INFO [13:18:26.414] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.421] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.427] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.661] [mlr3] Finished benchmark
## INFO [13:18:26.678] [bbotk] Result of batch 17:
## INFO [13:18:26.681] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.681] [bbotk] 186 0.08419191 8 0.6698113 0 0 0.228
## INFO [13:18:26.681] [bbotk] uhash
## INFO [13:18:26.681] [bbotk] e9307d59-9f45-4df8-a655-82d3aaa574ea
## INFO [13:18:26.686] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.690] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.693] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.905] [mlr3] Finished benchmark
## INFO [13:18:26.920] [bbotk] Result of batch 18:
## INFO [13:18:26.925] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.925] [bbotk] 221 0.1287223 7 0.6721698 0 0 0.207
## INFO [13:18:26.925] [bbotk] uhash
## INFO [13:18:26.925] [bbotk] 9de95cee-6605-4810-8f44-5d08e2d51aa5
## INFO [13:18:26.930] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.934] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.936] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.156] [mlr3] Finished benchmark
## INFO [13:18:27.180] [bbotk] Result of batch 19:
## INFO [13:18:27.181] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.181] [bbotk] 472 0.1731094 4 0.6745283 0 0 0.213
## INFO [13:18:27.181] [bbotk] uhash
## INFO [13:18:27.181] [bbotk] 1660de26-fa5b-412f-88b3-a67f1a75871d
## INFO [13:18:27.183] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.186] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.189] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.321] [mlr3] Finished benchmark
## INFO [13:18:27.333] [bbotk] Result of batch 20:
## INFO [13:18:27.334] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.334] [bbotk] 155 0.1289076 6 0.6768868 0 0 0.128
## INFO [13:18:27.334] [bbotk] uhash
## INFO [13:18:27.334] [bbotk] 655b2b57-27dd-40e6-9648-3d2dc7e2c106
## INFO [13:18:27.338] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.349] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.352] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.432] [mlr3] Finished benchmark
## INFO [13:18:27.443] [bbotk] Result of batch 21:
## INFO [13:18:27.446] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.446] [bbotk] 413 0.01757382 1 0.6981132 0 0 0.075
## INFO [13:18:27.446] [bbotk] uhash
## INFO [13:18:27.446] [bbotk] b52dc0bb-33db-4d18-b716-303daeaa0714
## INFO [13:18:27.451] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.458] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.460] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.052] [mlr3] Finished benchmark
## INFO [13:18:28.075] [bbotk] Result of batch 22:
## INFO [13:18:28.079] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.079] [bbotk] 446 0.02043096 9 0.6674528 0 0 0.587
## INFO [13:18:28.079] [bbotk] uhash
## INFO [13:18:28.079] [bbotk] 9de75a95-ba0e-4657-87f5-28c164734c17
## INFO [13:18:28.083] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.087] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.090] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.138] [mlr3] Finished benchmark
## INFO [13:18:28.164] [bbotk] Result of batch 23:
## INFO [13:18:28.171] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.171] [bbotk] 273 0.1136964 1 0.6933962 0 0 0.043
## INFO [13:18:28.171] [bbotk] uhash
## INFO [13:18:28.171] [bbotk] 2f485c25-79a9-47e1-a9d0-f641ce6cadd3
## INFO [13:18:28.176] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.180] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.183] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.324] [mlr3] Finished benchmark
## INFO [13:18:28.339] [bbotk] Result of batch 24:
## INFO [13:18:28.340] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.340] [bbotk] 168 0.1273881 6 0.6745283 0 0 0.135
## INFO [13:18:28.340] [bbotk] uhash
## INFO [13:18:28.340] [bbotk] f97c93dd-f4ff-4edb-b634-bb277859c1d8
## INFO [13:18:28.342] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.349] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.352] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.630] [mlr3] Finished benchmark
## INFO [13:18:28.642] [bbotk] Result of batch 25:
## INFO [13:18:28.643] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.643] [bbotk] 317 0.06018579 6 0.6816038 0 0 0.272
## INFO [13:18:28.643] [bbotk] uhash
## INFO [13:18:28.643] [bbotk] 809ad666-b773-4975-9563-0f4cda2f5493
## INFO [13:18:28.646] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.655] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.660] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.685] [mlr3] Finished benchmark
## INFO [13:18:28.697] [bbotk] Result of batch 26:
## INFO [13:18:28.699] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.699] [bbotk] 71 0.1737441 1 0.6863208 0 0 0.02
## INFO [13:18:28.699] [bbotk] uhash
## INFO [13:18:28.699] [bbotk] ef5874fa-990b-4d4c-98a2-c8746ab9324b
## INFO [13:18:28.703] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.710] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.713] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.904] [mlr3] Finished benchmark
## INFO [13:18:28.924] [bbotk] Result of batch 27:
## INFO [13:18:28.925] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.925] [bbotk] 376 0.1434751 4 0.6438679 0 0 0.187
## INFO [13:18:28.925] [bbotk] uhash
## INFO [13:18:28.925] [bbotk] cb4a4a8a-5692-4f64-9f9b-541236a36fa1
## INFO [13:18:28.927] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.933] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.937] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.988] [mlr3] Finished benchmark
## INFO [13:18:29.004] [bbotk] Result of batch 28:
## INFO [13:18:29.005] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.005] [bbotk] 215 0.0398091 1 0.6981132 0 0 0.046
## INFO [13:18:29.005] [bbotk] uhash
## INFO [13:18:29.005] [bbotk] c6fad7de-67ba-4c2a-a3a1-962162b26542
## INFO [13:18:29.007] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.026] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.033] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.216] [mlr3] Finished benchmark
## INFO [13:18:29.248] [bbotk] Result of batch 29:
## INFO [13:18:29.254] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.254] [bbotk] 149 0.1199959 4 0.6721698 0 0 0.172
## INFO [13:18:29.254] [bbotk] uhash
## INFO [13:18:29.254] [bbotk] 0e7fa9f2-a968-4cbc-a381-2dd62214e38e
## INFO [13:18:29.261] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.272] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.279] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.773] [mlr3] Finished benchmark
## INFO [13:18:29.785] [bbotk] Result of batch 30:
## INFO [13:18:29.786] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.786] [bbotk] 393 0.1131356 9 0.6556604 0 0 0.486
## INFO [13:18:29.786] [bbotk] uhash
## INFO [13:18:29.786] [bbotk] b12b325a-c49c-4ee2-83c1-1c601fc35f75
## INFO [13:18:29.788] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.792] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.798] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.819] [mlr3] Finished benchmark
## INFO [13:18:29.884] [bbotk] Result of batch 31:
## INFO [13:18:29.888] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.888] [bbotk] 29 0.09260595 3 0.6981132 0 0 0.015
## INFO [13:18:29.888] [bbotk] uhash
## INFO [13:18:29.888] [bbotk] f98e6fef-b484-42aa-bedf-38410e598065
## INFO [13:18:29.894] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.899] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.901] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.331] [mlr3] Finished benchmark
## INFO [13:18:30.359] [bbotk] Result of batch 32:
## INFO [13:18:30.360] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.360] [bbotk] 493 0.173055 6 0.6391509 0 0 0.418
## INFO [13:18:30.360] [bbotk] uhash
## INFO [13:18:30.360] [bbotk] 5a375d91-8d63-4775-85d6-dbdc800472ed
## INFO [13:18:30.362] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.366] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.368] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.633] [mlr3] Finished benchmark
## INFO [13:18:30.666] [bbotk] Result of batch 33:
## INFO [13:18:30.667] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.667] [bbotk] 264 0.09006617 6 0.6792453 0 0 0.256
## INFO [13:18:30.667] [bbotk] uhash
## INFO [13:18:30.667] [bbotk] 94cae293-45be-4ea6-82bf-cfca42c67189
## INFO [13:18:30.669] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.676] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.679] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.814] [mlr3] Finished benchmark
## INFO [13:18:30.833] [bbotk] Result of batch 34:
## INFO [13:18:30.837] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.837] [bbotk] 133 0.03453762 7 0.6768868 0 0 0.13
## INFO [13:18:30.837] [bbotk] uhash
## INFO [13:18:30.837] [bbotk] 1368e074-1629-4d68-ab6f-a3094ba66301
## INFO [13:18:30.841] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.848] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.852] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.912] [mlr3] Finished benchmark
## INFO [13:18:30.929] [bbotk] Result of batch 35:
## INFO [13:18:30.930] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.930] [bbotk] 337 0.1608837 1 0.6886792 0 0 0.056
## INFO [13:18:30.930] [bbotk] uhash
## INFO [13:18:30.930] [bbotk] d5fbb69e-83b4-4890-8b30-3ddf80e576d6
## INFO [13:18:30.937] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.946] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.954] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.988] [mlr3] Finished benchmark
## INFO [13:18:31.007] [bbotk] Result of batch 36:
## INFO [13:18:31.008] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.008] [bbotk] 38 0.1661294 4 0.6745283 0 0 0.025
## INFO [13:18:31.008] [bbotk] uhash
## INFO [13:18:31.008] [bbotk] 35af8a4b-d5ac-445e-bb27-b0304433b066
## INFO [13:18:31.010] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.014] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.017] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.084] [mlr3] Finished benchmark
## INFO [13:18:31.105] [bbotk] Result of batch 37:
## INFO [13:18:31.106] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.106] [bbotk] 227 0.001381572 2 0.6273585 0 0 0.064
## INFO [13:18:31.106] [bbotk] uhash
## INFO [13:18:31.106] [bbotk] 22e49bbd-a421-49d2-aaec-b0193062e95c
## INFO [13:18:31.108] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.112] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.115] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.602] [mlr3] Finished benchmark
## INFO [13:18:31.639] [bbotk] Result of batch 38:
## INFO [13:18:31.641] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.641] [bbotk] 426 0.1879057 8 0.6603774 0 0 0.479
## INFO [13:18:31.641] [bbotk] uhash
## INFO [13:18:31.641] [bbotk] 694a117b-93ad-4659-892f-fe765a24757f
## INFO [13:18:31.643] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.648] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.652] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.940] [mlr3] Finished benchmark
## INFO [13:18:31.953] [bbotk] Result of batch 39:
## INFO [13:18:31.955] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.955] [bbotk] 233 0.1986722 6 0.6650943 0 0 0.284
## INFO [13:18:31.955] [bbotk] uhash
## INFO [13:18:31.955] [bbotk] 548078ba-b7dc-41b0-a85d-06829aaa2adf
## INFO [13:18:31.957] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.960] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.963] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.159] [mlr3] Finished benchmark
## INFO [13:18:32.184] [bbotk] Result of batch 40:
## INFO [13:18:32.186] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.186] [bbotk] 333 0.1677316 5 0.6721698 0 0 0.189
## INFO [13:18:32.186] [bbotk] uhash
## INFO [13:18:32.186] [bbotk] 3510480b-7fff-4da7-b46a-d8ae5cfc1cc0
## INFO [13:18:32.188] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.197] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.200] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.271] [mlr3] Finished benchmark
## INFO [13:18:32.288] [bbotk] Result of batch 41:
## INFO [13:18:32.290] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.290] [bbotk] 127 0.1021845 3 0.6816038 0 0 0.066
## INFO [13:18:32.290] [bbotk] uhash
## INFO [13:18:32.290] [bbotk] 9d16e949-4e7c-4c1d-aea2-aa36169ebccb
## INFO [13:18:32.292] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.301] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.304] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.367] [mlr3] Finished benchmark
## INFO [13:18:32.383] [bbotk] Result of batch 42:
## INFO [13:18:32.384] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.384] [bbotk] 68 0.028005 6 0.6509434 0 0 0.059
## INFO [13:18:32.384] [bbotk] uhash
## INFO [13:18:32.384] [bbotk] af94848d-1fe0-4492-933f-bf3d04f8f58d
## INFO [13:18:32.387] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.391] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.394] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.455] [mlr3] Finished benchmark
## INFO [13:18:32.468] [bbotk] Result of batch 43:
## INFO [13:18:32.469] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.469] [bbotk] 128 0.103202 3 0.6863208 0 0 0.058
## INFO [13:18:32.469] [bbotk] uhash
## INFO [13:18:32.469] [bbotk] be7e60df-409d-4e4a-a8fc-1fad8b9f4ef4
## INFO [13:18:32.472] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.479] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.489] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.993] [mlr3] Finished benchmark
## INFO [13:18:33.033] [bbotk] Result of batch 44:
## INFO [13:18:33.035] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:33.035] [bbotk] 358 0.1705875 9 0.6556604 0 0 0.495
## INFO [13:18:33.035] [bbotk] uhash
## INFO [13:18:33.035] [bbotk] 9cab1da6-6945-40ac-a9ec-0620002d9fa1
## INFO [13:18:33.037] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.060] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.067] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.448] [mlr3] Finished benchmark
## INFO [13:18:33.485] [bbotk] Result of batch 45:
## INFO [13:18:33.488] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:33.488] [bbotk] 283 0.1882854 8 0.6627358 0 0 0.371
## INFO [13:18:33.488] [bbotk] uhash
## INFO [13:18:33.488] [bbotk] a28ef68a-3d33-46c7-996c-027becb6baee
## INFO [13:18:33.490] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.495] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.514] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.678] [mlr3] Finished benchmark
## INFO [13:18:33.707] [bbotk] Result of batch 46:
## INFO [13:18:33.708] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:33.708] [bbotk] 130 0.1138125 8 0.6415094 0 0 0.153
## INFO [13:18:33.708] [bbotk] uhash
## INFO [13:18:33.708] [bbotk] a433f07e-d0c2-422d-b3b6-d5ba1a064d92
## INFO [13:18:33.710] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.716] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.720] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:34.316] [mlr3] Finished benchmark
## INFO [13:18:34.371] [bbotk] Result of batch 47:
## INFO [13:18:34.373] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:34.373] [bbotk] 353 0.1385722 10 0.6674528 0 0 0.58
## INFO [13:18:34.373] [bbotk] uhash
## INFO [13:18:34.373] [bbotk] e843e9a5-b0be-4092-bdcb-dead8c090a2f
## INFO [13:18:34.380] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.416] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.431] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:35.254] [mlr3] Finished benchmark
## INFO [13:18:35.277] [bbotk] Result of batch 48:
## INFO [13:18:35.281] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:35.281] [bbotk] 377 0.102374 10 0.6580189 0 0 0.798
## INFO [13:18:35.281] [bbotk] uhash
## INFO [13:18:35.281] [bbotk] 5f4025b1-a0be-4d88-87ed-5a8c44d63b54
## INFO [13:18:35.289] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:35.315] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:35.328] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:35.659] [mlr3] Finished benchmark
## INFO [13:18:35.679] [bbotk] Result of batch 49:
## INFO [13:18:35.682] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:35.682] [bbotk] 417 0.02956071 5 0.6863208 0 0 0.318
## INFO [13:18:35.682] [bbotk] uhash
## INFO [13:18:35.682] [bbotk] bca6083c-d293-4a22-8246-1337eb2a15bb
## INFO [13:18:35.689] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:35.702] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:35.714] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.025] [mlr3] Finished benchmark
## INFO [13:18:36.044] [bbotk] Result of batch 50:
## INFO [13:18:36.049] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.049] [bbotk] 194 0.09312314 10 0.6603774 0 0 0.3
## INFO [13:18:36.049] [bbotk] uhash
## INFO [13:18:36.049] [bbotk] 953047ed-f81a-4c75-9176-b59919ba4b9e
## INFO [13:18:36.054] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.065] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.070] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.301] [mlr3] Finished benchmark
## INFO [13:18:36.317] [bbotk] Result of batch 51:
## INFO [13:18:36.319] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.319] [bbotk] 161 0.1073341 6 0.6981132 0 0 0.205
## INFO [13:18:36.319] [bbotk] uhash
## INFO [13:18:36.319] [bbotk] 97e3830b-7c50-43de-8dd9-6c62819c3e5e
## INFO [13:18:36.321] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.331] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.333] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.377] [mlr3] Finished benchmark
## INFO [13:18:36.396] [bbotk] Result of batch 52:
## INFO [13:18:36.400] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.400] [bbotk] 105 0.06428829 1 0.7004717 0 0 0.035
## INFO [13:18:36.400] [bbotk] uhash
## INFO [13:18:36.400] [bbotk] c11d521c-2fdc-432c-9d7d-f229dfd6f61e
## INFO [13:18:36.406] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.411] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.413] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.821] [mlr3] Finished benchmark
## INFO [13:18:36.858] [bbotk] Result of batch 53:
## INFO [13:18:36.859] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.859] [bbotk] 156 0.04936189 9 0.6603774 0 0 0.392
## INFO [13:18:36.859] [bbotk] uhash
## INFO [13:18:36.859] [bbotk] 8f2ad508-496d-4b6f-ac59-587f34cf73a7
## INFO [13:18:36.862] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.868] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.874] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.982] [mlr3] Finished benchmark
## INFO [13:18:37.052] [bbotk] Result of batch 54:
## INFO [13:18:37.053] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:37.053] [bbotk] 205 0.1177628 3 0.6768868 0 0 0.1
## INFO [13:18:37.053] [bbotk] uhash
## INFO [13:18:37.053] [bbotk] 948a2059-2347-427a-8fd1-21aef79ef8d5
## INFO [13:18:37.055] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:37.059] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:37.063] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:37.538] [mlr3] Finished benchmark
## INFO [13:18:37.842] [bbotk] Result of batch 55:
## INFO [13:18:37.845] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:37.845] [bbotk] 312 0.1319881 8 0.6603774 0 0 0.45
## INFO [13:18:37.845] [bbotk] uhash
## INFO [13:18:37.845] [bbotk] 6277d76e-0d91-45e1-87e7-622ea78addf3
## INFO [13:18:37.854] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:37.861] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:37.867] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:39.153] [mlr3] Finished benchmark
## INFO [13:18:39.243] [bbotk] Result of batch 56:
## INFO [13:18:39.249] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:39.249] [bbotk] 496 0.02796321 8 0.6816038 0 0 1.103
## INFO [13:18:39.249] [bbotk] uhash
## INFO [13:18:39.249] [bbotk] 23c5c784-cac6-41a2-a753-0079e75027c8
## INFO [13:18:39.254] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:39.277] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:39.304] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:39.580] [mlr3] Finished benchmark
## INFO [13:18:39.630] [bbotk] Result of batch 57:
## INFO [13:18:39.633] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:39.633] [bbotk] 198 0.009957787 5 0.6674528 0 0 0.256
## INFO [13:18:39.633] [bbotk] uhash
## INFO [13:18:39.633] [bbotk] a3271ee8-0d24-4cfe-baf5-9d5f45d03f62
## INFO [13:18:39.636] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:39.649] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:39.655] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:40.407] [mlr3] Finished benchmark
## INFO [13:18:40.455] [bbotk] Result of batch 58:
## INFO [13:18:40.460] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:40.460] [bbotk] 453 0.1881353 7 0.6721698 0 0 0.717
## INFO [13:18:40.460] [bbotk] uhash
## INFO [13:18:40.460] [bbotk] c8fb636d-f86d-40f5-8f69-7b3bc54f0a98
## INFO [13:18:40.467] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:40.486] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:40.492] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:40.892] [mlr3] Finished benchmark
## INFO [13:18:40.938] [bbotk] Result of batch 59:
## INFO [13:18:40.940] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:40.940] [bbotk] 442 0.1266765 5 0.6650943 0 0 0.388
## INFO [13:18:40.940] [bbotk] uhash
## INFO [13:18:40.940] [bbotk] b4898862-27ba-436d-b941-37e3d2a9877c
## INFO [13:18:40.943] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:40.952] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:40.986] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.118] [mlr3] Finished benchmark
## INFO [13:18:41.153] [bbotk] Result of batch 60:
## INFO [13:18:41.170] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.170] [bbotk] 201 0.05319233 3 0.6816038 0 0 0.121
## INFO [13:18:41.170] [bbotk] uhash
## INFO [13:18:41.170] [bbotk] 93940526-79dd-4ccb-9f8b-25c5c4eed7aa
## INFO [13:18:41.180] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.204] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.215] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.433] [mlr3] Finished benchmark
## INFO [13:18:41.458] [bbotk] Result of batch 61:
## INFO [13:18:41.460] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.460] [bbotk] 408 0.03977099 3 0.6863208 0 0 0.205
## INFO [13:18:41.460] [bbotk] uhash
## INFO [13:18:41.460] [bbotk] 85db34a7-ce2c-41f6-a9dc-0e50bc1afed9
## INFO [13:18:41.462] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.467] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.475] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.730] [mlr3] Finished benchmark
## INFO [13:18:41.810] [bbotk] Result of batch 62:
## INFO [13:18:41.811] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.811] [bbotk] 434 0.1336383 4 0.6627358 0 0 0.245
## INFO [13:18:41.811] [bbotk] uhash
## INFO [13:18:41.811] [bbotk] cce2535d-b51f-4741-b52b-149f02bc0701
## INFO [13:18:41.815] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.820] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.827] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.937] [mlr3] Finished benchmark
## INFO [13:18:41.953] [bbotk] Result of batch 63:
## INFO [13:18:41.954] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.954] [bbotk] 240 0.1727552 1 0.6933962 0 0 0.101
## INFO [13:18:41.954] [bbotk] uhash
## INFO [13:18:41.954] [bbotk] f66906e4-7d58-47be-ae9a-4dbbada6d9f6
## INFO [13:18:41.957] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.962] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.965] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.253] [mlr3] Finished benchmark
## INFO [13:18:42.285] [bbotk] Result of batch 64:
## INFO [13:18:42.289] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.289] [bbotk] 189 0.1514207 9 0.6650943 0 0 0.282
## INFO [13:18:42.289] [bbotk] uhash
## INFO [13:18:42.289] [bbotk] 3b9656c2-9859-4019-a6a6-0aca329d7141
## INFO [13:18:42.291] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.296] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.299] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.820] [mlr3] Finished benchmark
## INFO [13:18:42.838] [bbotk] Result of batch 65:
## INFO [13:18:42.839] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.839] [bbotk] 500 0.1358989 6 0.6603774 0 0 0.507
## INFO [13:18:42.839] [bbotk] uhash
## INFO [13:18:42.839] [bbotk] f459d75b-a488-439d-826a-161a4b7b866b
## INFO [13:18:42.854] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.872] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.876] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.024] [mlr3] Finished benchmark
## INFO [13:18:43.061] [bbotk] Result of batch 66:
## INFO [13:18:43.063] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:43.063] [bbotk] 272 0.02582279 2 0.6792453 0 0 0.144
## INFO [13:18:43.063] [bbotk] uhash
## INFO [13:18:43.063] [bbotk] 7cf18d80-dd53-4f11-87bb-703c2a19dbd3
## INFO [13:18:43.066] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.074] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.081] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.130] [mlr3] Finished benchmark
## INFO [13:18:43.164] [bbotk] Result of batch 67:
## INFO [13:18:43.170] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:43.170] [bbotk] 12 0.1643561 3 0.6839623 0 0 0.037
## INFO [13:18:43.170] [bbotk] uhash
## INFO [13:18:43.170] [bbotk] 058c5b15-214b-49ec-8b38-8d004b6e1905
## INFO [13:18:43.174] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.179] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.183] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.567] [mlr3] Finished benchmark
## INFO [13:18:43.620] [bbotk] Result of batch 68:
## INFO [13:18:43.625] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:43.625] [bbotk] 461 0.1905746 4 0.6556604 0 0 0.369
## INFO [13:18:43.625] [bbotk] uhash
## INFO [13:18:43.625] [bbotk] cd45eb8e-288b-464e-8b3a-2f4bc2b5d070
## INFO [13:18:43.632] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.638] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.642] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.818] [mlr3] Finished benchmark
## INFO [13:18:43.840] [bbotk] Result of batch 69:
## INFO [13:18:43.842] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:43.842] [bbotk] 391 0.01364134 3 0.6957547 0 0 0.172
## INFO [13:18:43.842] [bbotk] uhash
## INFO [13:18:43.842] [bbotk] 827163a7-b190-4b02-aa2b-321a0ae394e1
## INFO [13:18:43.848] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.884] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.896] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:44.184] [mlr3] Finished benchmark
## INFO [13:18:44.252] [bbotk] Result of batch 70:
## INFO [13:18:44.256] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:44.256] [bbotk] 210 0.1455971 4 0.6816038 0 0 0.278
## INFO [13:18:44.256] [bbotk] uhash
## INFO [13:18:44.256] [bbotk] 25c63978-a5f7-4fec-b901-c01f4ae55f0b
## INFO [13:18:44.261] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.282] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:44.288] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:44.485] [mlr3] Finished benchmark
## INFO [13:18:44.507] [bbotk] Result of batch 71:
## INFO [13:18:44.510] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:44.510] [bbotk] 90 0.01747183 6 0.6509434 0 0 0.189
## INFO [13:18:44.510] [bbotk] uhash
## INFO [13:18:44.510] [bbotk] 500df0aa-76ed-4ce1-892b-c3363969d21f
## INFO [13:18:44.513] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.519] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:44.522] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:45.351] [mlr3] Finished benchmark
## INFO [13:18:45.432] [bbotk] Result of batch 72:
## INFO [13:18:45.445] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:45.445] [bbotk] 457 0.04597354 10 0.6580189 0 0 0.818
## INFO [13:18:45.445] [bbotk] uhash
## INFO [13:18:45.445] [bbotk] 7423c184-f5dc-4958-9652-5e786d15686b
## INFO [13:18:45.459] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:45.471] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.493] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.136] [mlr3] Finished benchmark
## INFO [13:18:46.313] [bbotk] Result of batch 73:
## INFO [13:18:46.319] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:46.319] [bbotk] 439 0.05551101 7 0.6627358 0 0 0.593
## INFO [13:18:46.319] [bbotk] uhash
## INFO [13:18:46.319] [bbotk] 087da424-df97-4c11-b9aa-cfa60a3bc85e
## INFO [13:18:46.329] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.346] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.358] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.528] [mlr3] Finished benchmark
## INFO [13:18:46.569] [bbotk] Result of batch 74:
## INFO [13:18:46.571] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:46.571] [bbotk] 115 0.1212393 7 0.6745283 0 0 0.145
## INFO [13:18:46.571] [bbotk] uhash
## INFO [13:18:46.571] [bbotk] 4937dd72-d4a3-4469-b335-c2875875561a
## INFO [13:18:46.573] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.593] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.598] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.770] [mlr3] Finished benchmark
## INFO [13:18:46.810] [bbotk] Result of batch 75:
## INFO [13:18:46.811] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:46.811] [bbotk] 116 0.1258553 7 0.6580189 0 0 0.165
## INFO [13:18:46.811] [bbotk] uhash
## INFO [13:18:46.811] [bbotk] 5af131a7-77e1-4aaa-8129-16bce9096ee5
## INFO [13:18:46.814] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.824] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.827] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.240] [mlr3] Finished benchmark
## INFO [13:18:47.277] [bbotk] Result of batch 76:
## INFO [13:18:47.291] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:47.291] [bbotk] 374 0.02640553 5 0.6745283 0 0 0.389
## INFO [13:18:47.291] [bbotk] uhash
## INFO [13:18:47.291] [bbotk] 71f79388-284f-40dd-864a-31b0be67f2a6
## INFO [13:18:47.297] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.307] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.316] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.504] [mlr3] Finished benchmark
## INFO [13:18:47.557] [bbotk] Result of batch 77:
## INFO [13:18:47.563] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:47.563] [bbotk] 367 0.04299457 1 0.6933962 0 0 0.177
## INFO [13:18:47.563] [bbotk] uhash
## INFO [13:18:47.563] [bbotk] cd0bdf4a-82cd-461e-a520-5f9a1c317860
## INFO [13:18:47.582] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.587] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.591] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.806] [mlr3] Finished benchmark
## INFO [13:18:47.843] [bbotk] Result of batch 78:
## INFO [13:18:47.848] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:47.848] [bbotk] 158 0.1207534 6 0.6768868 0 0 0.195
## INFO [13:18:47.848] [bbotk] uhash
## INFO [13:18:47.848] [bbotk] cd76e983-b847-4c26-b62e-616e7618304f
## INFO [13:18:47.853] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.864] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.870] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.028] [mlr3] Finished benchmark
## INFO [13:18:48.047] [bbotk] Result of batch 79:
## INFO [13:18:48.050] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:48.050] [bbotk] 385 0.04477954 2 0.7004717 0 0 0.153
## INFO [13:18:48.050] [bbotk] uhash
## INFO [13:18:48.050] [bbotk] 14ae6dc7-b530-4190-ad68-24deb3e4d8b1
## INFO [13:18:48.071] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.077] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.081] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.417] [mlr3] Finished benchmark
## INFO [13:18:48.442] [bbotk] Result of batch 80:
## INFO [13:18:48.444] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:48.444] [bbotk] 197 0.1679216 8 0.6768868 0 0 0.319
## INFO [13:18:48.444] [bbotk] uhash
## INFO [13:18:48.444] [bbotk] 31a5c728-3ec5-4a08-b4af-ac0bef069a56
## INFO [13:18:48.456] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.465] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.469] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.132] [mlr3] Finished benchmark
## INFO [13:18:49.152] [bbotk] Result of batch 81:
## INFO [13:18:49.159] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.159] [bbotk] 344 0.008753501 9 0.6627358 0 0 0.657
## INFO [13:18:49.159] [bbotk] uhash
## INFO [13:18:49.159] [bbotk] a663e601-9386-4599-ad41-0a0aeaf4158f
## INFO [13:18:49.174] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.182] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.185] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.245] [mlr3] Finished benchmark
## INFO [13:18:49.263] [bbotk] Result of batch 82:
## INFO [13:18:49.264] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.264] [bbotk] 230 0.1924238 1 0.6933962 0 0 0.054
## INFO [13:18:49.264] [bbotk] uhash
## INFO [13:18:49.264] [bbotk] db632d79-2c73-4b59-abe5-b2884de2a431
## INFO [13:18:49.268] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.281] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.285] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.610] [mlr3] Finished benchmark
## INFO [13:18:49.674] [bbotk] Result of batch 83:
## INFO [13:18:49.676] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.676] [bbotk] 478 0.1724801 5 0.6438679 0 0 0.315
## INFO [13:18:49.676] [bbotk] uhash
## INFO [13:18:49.676] [bbotk] e7c758b4-d889-4743-9702-2245298ae3da
## INFO [13:18:49.678] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.683] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.686] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.714] [mlr3] Finished benchmark
## INFO [13:18:49.755] [bbotk] Result of batch 84:
## INFO [13:18:49.756] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.756] [bbotk] 1 0.1259678 5 0.6273585 0 0 0.02
## INFO [13:18:49.756] [bbotk] uhash
## INFO [13:18:49.756] [bbotk] 30c22a6e-15d9-4610-968c-e20c9f881ba5
## INFO [13:18:49.759] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.764] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.775] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.871] [mlr3] Finished benchmark
## INFO [13:18:49.894] [bbotk] Result of batch 85:
## INFO [13:18:49.895] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.895] [bbotk] 413 0.051299 1 0.6981132 0 0 0.092
## INFO [13:18:49.895] [bbotk] uhash
## INFO [13:18:49.895] [bbotk] f386ed09-6597-45f8-9b07-41459a778691
## INFO [13:18:49.901] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.906] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.910] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.012] [mlr3] Finished benchmark
## INFO [13:18:50.068] [bbotk] Result of batch 86:
## INFO [13:18:50.071] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.071] [bbotk] 43 0.01085092 9 0.6438679 0 0 0.096
## INFO [13:18:50.071] [bbotk] uhash
## INFO [13:18:50.071] [bbotk] 417195cb-ee79-4a90-9c18-4a49a755a2b2
## INFO [13:18:50.088] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.110] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.120] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.242] [mlr3] Finished benchmark
## INFO [13:18:50.287] [bbotk] Result of batch 87:
## INFO [13:18:50.289] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.289] [bbotk] 139 0.08218624 3 0.7004717 0 0 0.098
## INFO [13:18:50.289] [bbotk] uhash
## INFO [13:18:50.289] [bbotk] 67abb318-a9ca-469d-ac0c-785caef3af5c
## INFO [13:18:50.292] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.297] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.303] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.500] [mlr3] Finished benchmark
## INFO [13:18:50.530] [bbotk] Result of batch 88:
## INFO [13:18:50.543] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.543] [bbotk] 135 0.1418682 9 0.6627358 0 0 0.192
## INFO [13:18:50.543] [bbotk] uhash
## INFO [13:18:50.543] [bbotk] 892409ef-2b86-43f9-9e43-b504f48307ca
## INFO [13:18:50.551] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.571] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.577] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.945] [mlr3] Finished benchmark
## INFO [13:18:50.975] [bbotk] Result of batch 89:
## INFO [13:18:50.977] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.977] [bbotk] 231 0.1356531 9 0.6698113 0 0 0.315
## INFO [13:18:50.977] [bbotk] uhash
## INFO [13:18:50.977] [bbotk] ff40c798-727d-497d-ba38-65b1c8c71228
## INFO [13:18:50.979] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.988] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.994] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.355] [mlr3] Finished benchmark
## INFO [13:18:51.378] [bbotk] Result of batch 90:
## INFO [13:18:51.382] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:51.382] [bbotk] 396 0.02619041 6 0.6910377 0 0 0.357
## INFO [13:18:51.382] [bbotk] uhash
## INFO [13:18:51.382] [bbotk] a5677dca-f7c8-4ba4-8160-9ad0df194269
## INFO [13:18:51.388] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.398] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.402] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.851] [mlr3] Finished benchmark
## INFO [13:18:51.910] [bbotk] Result of batch 91:
## INFO [13:18:51.912] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:51.912] [bbotk] 194 0.02077602 9 0.6580189 0 0 0.395
## INFO [13:18:51.912] [bbotk] uhash
## INFO [13:18:51.912] [bbotk] 4cce0895-ae6e-4f9a-8ec0-072779741e58
## INFO [13:18:51.941] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.952] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.956] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.132] [mlr3] Finished benchmark
## INFO [13:18:52.202] [bbotk] Result of batch 92:
## INFO [13:18:52.204] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.204] [bbotk] 434 0.0143486 2 0.6698113 0 0 0.165
## INFO [13:18:52.204] [bbotk] uhash
## INFO [13:18:52.204] [bbotk] a666dad2-b8e7-4594-b134-d6f14e1e8f35
## INFO [13:18:52.206] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.210] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.213] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.846] [mlr3] Finished benchmark
## INFO [13:18:52.918] [bbotk] Result of batch 93:
## INFO [13:18:52.920] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.920] [bbotk] 429 0.08634291 9 0.6674528 0 0 0.614
## INFO [13:18:52.920] [bbotk] uhash
## INFO [13:18:52.920] [bbotk] 45794331-27b2-4660-ab25-6148a050f697
## INFO [13:18:52.922] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.927] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.935] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.313] [mlr3] Finished benchmark
## INFO [13:18:53.345] [bbotk] Result of batch 94:
## INFO [13:18:53.347] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.347] [bbotk] 233 0.143917 10 0.6698113 0 0 0.364
## INFO [13:18:53.347] [bbotk] uhash
## INFO [13:18:53.347] [bbotk] e1b22022-92b4-40f7-b088-6b9e05620d3c
## INFO [13:18:53.350] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.355] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.358] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.798] [mlr3] Finished benchmark
## INFO [13:18:53.841] [bbotk] Result of batch 95:
## INFO [13:18:53.842] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.842] [bbotk] 321 0.02431199 8 0.6768868 0 0 0.432
## INFO [13:18:53.842] [bbotk] uhash
## INFO [13:18:53.842] [bbotk] 0396ab9d-9935-44b1-8fac-c6b9447f5af9
## INFO [13:18:53.845] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.850] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.856] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.988] [mlr3] Finished benchmark
## INFO [13:18:54.003] [bbotk] Result of batch 96:
## INFO [13:18:54.006] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:54.006] [bbotk] 71 0.1827067 7 0.6674528 0 0 0.123
## INFO [13:18:54.006] [bbotk] uhash
## INFO [13:18:54.006] [bbotk] 66572bdf-a6cb-41d4-8400-9318c6e46ecf
## INFO [13:18:54.013] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.024] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.027] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.913] [mlr3] Finished benchmark
## INFO [13:18:54.957] [bbotk] Result of batch 97:
## INFO [13:18:54.959] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:54.959] [bbotk] 461 0.05366065 10 0.6627358 0 0 0.875
## INFO [13:18:54.959] [bbotk] uhash
## INFO [13:18:54.959] [bbotk] e43bf066-d25d-45a2-b9a1-39dce5617f8c
## INFO [13:18:54.962] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.968] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.983] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:55.068] [mlr3] Finished benchmark
## INFO [13:18:55.140] [bbotk] Result of batch 98:
## INFO [13:18:55.145] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:55.145] [bbotk] 194 0.192162 1 0.6910377 0 0 0.062
## INFO [13:18:55.145] [bbotk] uhash
## INFO [13:18:55.145] [bbotk] 9853f773-a212-42ff-8868-c2af8d02190e
## INFO [13:18:55.149] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:55.171] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:55.174] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:55.379] [mlr3] Finished benchmark
## INFO [13:18:55.412] [bbotk] Result of batch 99:
## INFO [13:18:55.414] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:55.414] [bbotk] 118 0.01222365 6 0.6509434 0 0 0.19
## INFO [13:18:55.414] [bbotk] uhash
## INFO [13:18:55.414] [bbotk] 134ae133-5032-4ec4-9b0e-e997624dd396
## INFO [13:18:55.416] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:55.421] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:55.445] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:55.532] [mlr3] Finished benchmark
## INFO [13:18:55.561] [bbotk] Result of batch 100:
## INFO [13:18:55.563] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:55.563] [bbotk] 145 0.1280712 3 0.6839623 0 0 0.074
## INFO [13:18:55.563] [bbotk] uhash
## INFO [13:18:55.563] [bbotk] b9eb9af6-3a60-4ba9-ab29-f2bc027b27bc
## INFO [13:18:55.566] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:55.571] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:55.574] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.383] [mlr3] Finished benchmark
## INFO [13:18:56.437] [bbotk] Result of batch 101:
## INFO [13:18:56.441] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.441] [bbotk] 412 0.002493757 9 0.6627358 0 0 0.8
## INFO [13:18:56.441] [bbotk] uhash
## INFO [13:18:56.441] [bbotk] e40601b1-bbfa-48fe-915c-b0c3c299ba19
## INFO [13:18:56.448] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.465] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.475] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.762] [mlr3] Finished benchmark
## INFO [13:18:56.779] [bbotk] Result of batch 102:
## INFO [13:18:56.788] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.788] [bbotk] 169 0.0714692 8 0.6745283 0 0 0.268
## INFO [13:18:56.788] [bbotk] uhash
## INFO [13:18:56.788] [bbotk] 314fb635-9834-44a3-833d-fd2cecd590aa
## INFO [13:18:56.801] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.806] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.810] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.361] [mlr3] Finished benchmark
## INFO [13:18:57.492] [bbotk] Result of batch 103:
## INFO [13:18:57.503] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:57.503] [bbotk] 350 0.07350483 10 0.6603774 0 0 0.539
## INFO [13:18:57.503] [bbotk] uhash
## INFO [13:18:57.503] [bbotk] e9787c92-fd57-46ae-9fd8-0de98dbc97ee
## INFO [13:18:57.508] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:57.514] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:57.521] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.806] [mlr3] Finished benchmark
## INFO [13:18:57.830] [bbotk] Result of batch 104:
## INFO [13:18:57.832] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:57.832] [bbotk] 149 0.03014309 10 0.6627358 0 0 0.276
## INFO [13:18:57.832] [bbotk] uhash
## INFO [13:18:57.832] [bbotk] 584f56d2-f889-4766-a02b-f02fc3820f27
## INFO [13:18:57.835] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:57.840] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:57.844] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.073] [mlr3] Finished benchmark
## INFO [13:18:58.100] [bbotk] Result of batch 105:
## INFO [13:18:58.102] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:58.102] [bbotk] 167 0.1342756 8 0.6580189 0 0 0.218
## INFO [13:18:58.102] [bbotk] uhash
## INFO [13:18:58.102] [bbotk] ff540ffa-baa5-4974-8ecb-b5e5c8753ac4
## INFO [13:18:58.104] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.109] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.122] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.231] [mlr3] Finished benchmark
## INFO [13:18:58.251] [bbotk] Result of batch 106:
## INFO [13:18:58.252] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:58.252] [bbotk] 126 0.1557448 5 0.6627358 0 0 0.097
## INFO [13:18:58.252] [bbotk] uhash
## INFO [13:18:58.252] [bbotk] c703a257-1c16-4057-a36e-be7877a3aa57
## INFO [13:18:58.255] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.274] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.277] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.575] [mlr3] Finished benchmark
## INFO [13:18:58.662] [bbotk] Result of batch 107:
## INFO [13:18:58.665] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:58.665] [bbotk] 371 0.09028295 5 0.6839623 0 0 0.292
## INFO [13:18:58.665] [bbotk] uhash
## INFO [13:18:58.665] [bbotk] d6f03d7f-d2a8-4345-83eb-3fa34c41a77d
## INFO [13:18:58.667] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.671] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.674] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.717] [mlr3] Finished benchmark
## INFO [13:18:58.739] [bbotk] Result of batch 108:
## INFO [13:18:58.740] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:58.740] [bbotk] 37 0.1353553 4 0.6768868 0 0 0.038
## INFO [13:18:58.740] [bbotk] uhash
## INFO [13:18:58.740] [bbotk] 7c72d743-19ac-4c63-989f-d8f68032f3b7
## INFO [13:18:58.743] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.747] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.751] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.189] [mlr3] Finished benchmark
## INFO [13:18:59.256] [bbotk] Result of batch 109:
## INFO [13:18:59.258] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.258] [bbotk] 330 0.1333457 9 0.6816038 0 0 0.432
## INFO [13:18:59.258] [bbotk] uhash
## INFO [13:18:59.258] [bbotk] 0fdee3a3-cfc6-47b8-8d10-29e1dbdce7db
## INFO [13:18:59.261] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.280] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.289] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.786] [mlr3] Finished benchmark
## INFO [13:18:59.820] [bbotk] Result of batch 110:
## INFO [13:18:59.821] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.821] [bbotk] 404 0.1644619 8 0.6533019 0 0 0.487
## INFO [13:18:59.821] [bbotk] uhash
## INFO [13:18:59.821] [bbotk] 30bfb413-e8cd-4de9-bae7-c94f135449c9
## INFO [13:18:59.824] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.835] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.838] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.057] [mlr3] Finished benchmark
## INFO [13:19:00.091] [bbotk] Result of batch 111:
## INFO [13:19:00.093] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.093] [bbotk] 231 0.05227407 5 0.6745283 0 0 0.212
## INFO [13:19:00.093] [bbotk] uhash
## INFO [13:19:00.093] [bbotk] 995ce13a-33a7-410a-9d76-0dee6ee0b9ab
## INFO [13:19:00.095] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.101] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.111] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.316] [mlr3] Finished benchmark
## INFO [13:19:00.345] [bbotk] Result of batch 112:
## INFO [13:19:00.349] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.349] [bbotk] 217 0.1956029 5 0.6509434 0 0 0.193
## INFO [13:19:00.349] [bbotk] uhash
## INFO [13:19:00.349] [bbotk] a16a25c3-8df3-47b9-8632-ac3ba3181f3f
## INFO [13:19:00.351] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.356] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.359] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.373] [mlr3] Finished benchmark
## INFO [13:19:00.396] [bbotk] Result of batch 113:
## INFO [13:19:00.398] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.398] [bbotk] 1 0.0745483 10 0.6698113 0 0 0.009
## INFO [13:19:00.398] [bbotk] uhash
## INFO [13:19:00.398] [bbotk] c053203e-6a94-47e6-9c5e-a6295a4358bb
## INFO [13:19:00.400] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.405] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.417] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.789] [mlr3] Finished benchmark
## INFO [13:19:00.851] [bbotk] Result of batch 114:
## INFO [13:19:00.856] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.856] [bbotk] 186 0.004788525 8 0.6580189 0 0 0.356
## INFO [13:19:00.856] [bbotk] uhash
## INFO [13:19:00.856] [bbotk] ba171470-77d9-42f6-8f7e-cc4c98542425
## INFO [13:19:00.864] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.884] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.892] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:01.177] [mlr3] Finished benchmark
## INFO [13:19:01.204] [bbotk] Result of batch 115:
## INFO [13:19:01.206] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:01.206] [bbotk] 343 0.1272897 3 0.6910377 0 0 0.276
## INFO [13:19:01.206] [bbotk] uhash
## INFO [13:19:01.206] [bbotk] 4781f146-430d-4eff-a623-96160c95de84
## INFO [13:19:01.211] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:01.217] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:01.222] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.053] [mlr3] Finished benchmark
## INFO [13:19:02.101] [bbotk] Result of batch 116:
## INFO [13:19:02.107] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.107] [bbotk] 456 0.1276226 10 0.6674528 0 0 0.815
## INFO [13:19:02.107] [bbotk] uhash
## INFO [13:19:02.107] [bbotk] b0a30f0f-a1ff-483c-936d-405f668a13c7
## INFO [13:19:02.110] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.117] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.140] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.361] [mlr3] Finished benchmark
## INFO [13:19:02.381] [bbotk] Result of batch 117:
## INFO [13:19:02.383] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.383] [bbotk] 117 0.07479177 8 0.6650943 0 0 0.204
## INFO [13:19:02.383] [bbotk] uhash
## INFO [13:19:02.383] [bbotk] a0ef6c4b-384f-4767-8f30-0131705d0d2b
## INFO [13:19:02.385] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.391] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.399] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.480] [mlr3] Finished benchmark
## INFO [13:19:02.523] [bbotk] Result of batch 118:
## INFO [13:19:02.524] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.524] [bbotk] 80 0.1331249 5 0.6792453 0 0 0.075
## INFO [13:19:02.524] [bbotk] uhash
## INFO [13:19:02.524] [bbotk] f544bd61-5717-4912-816b-8e25a6ec5d03
## INFO [13:19:02.527] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.579] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.587] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:03.347] [mlr3] Finished benchmark
## INFO [13:19:03.456] [bbotk] Result of batch 119:
## INFO [13:19:03.461] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:03.461] [bbotk] 387 0.07066805 7 0.6627358 0 0 0.721
## INFO [13:19:03.461] [bbotk] uhash
## INFO [13:19:03.461] [bbotk] 4de87b80-8fc9-4500-8bf6-fed2efd49fde
## INFO [13:19:03.472] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:03.493] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:03.511] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.253] [mlr3] Finished benchmark
## INFO [13:19:04.345] [bbotk] Result of batch 120:
## INFO [13:19:04.350] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:04.350] [bbotk] 471 0.1563011 8 0.6533019 0 0 0.709
## INFO [13:19:04.350] [bbotk] uhash
## INFO [13:19:04.350] [bbotk] fb535a86-a4e3-4167-b176-eb814bc9a1b8
## INFO [13:19:04.358] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.365] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.369] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.642] [mlr3] Finished benchmark
## INFO [13:19:04.667] [bbotk] Result of batch 121:
## INFO [13:19:04.669] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:04.669] [bbotk] 405 0.1767937 4 0.6580189 0 0 0.263
## INFO [13:19:04.669] [bbotk] uhash
## INFO [13:19:04.669] [bbotk] 49091227-5144-4c90-9427-2b36017ef69b
## INFO [13:19:04.676] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.683] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.687] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.792] [mlr3] Finished benchmark
## INFO [13:19:04.807] [bbotk] Result of batch 122:
## INFO [13:19:04.809] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:04.809] [bbotk] 22 0.1046956 8 0.6721698 0 0 0.085
## INFO [13:19:04.809] [bbotk] uhash
## INFO [13:19:04.809] [bbotk] 9749d8ec-4032-4bb7-9116-b4d8646663e3
## INFO [13:19:04.811] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.815] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.824] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.380] [mlr3] Finished benchmark
## INFO [13:19:05.431] [bbotk] Result of batch 123:
## INFO [13:19:05.434] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:05.434] [bbotk] 366 0.1011183 9 0.6533019 0 0 0.541
## INFO [13:19:05.434] [bbotk] uhash
## INFO [13:19:05.434] [bbotk] 5904ff25-2afb-4797-88c8-529a408a411c
## INFO [13:19:05.438] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.443] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.448] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.648] [mlr3] Finished benchmark
## INFO [13:19:05.683] [bbotk] Result of batch 124:
## INFO [13:19:05.690] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:05.690] [bbotk] 474 0.09963097 3 0.6910377 0 0 0.195
## INFO [13:19:05.690] [bbotk] uhash
## INFO [13:19:05.690] [bbotk] 89ebd496-9a8b-43e3-95bd-b4775d66a96a
## INFO [13:19:05.699] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.712] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.721] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.748] [mlr3] Finished benchmark
## INFO [13:19:05.776] [bbotk] Result of batch 125:
## INFO [13:19:05.778] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:05.778] [bbotk] 18 0.08084638 5 0.6627358 0 0 0.02
## INFO [13:19:05.778] [bbotk] uhash
## INFO [13:19:05.778] [bbotk] 4618317d-a0c3-44c6-92de-55167c6543ce
## INFO [13:19:05.780] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.796] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.801] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.024] [mlr3] Finished benchmark
## INFO [13:19:06.049] [bbotk] Result of batch 126:
## INFO [13:19:06.053] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.053] [bbotk] 121 0.01983307 8 0.6650943 0 0 0.211
## INFO [13:19:06.053] [bbotk] uhash
## INFO [13:19:06.053] [bbotk] 6170eba4-7ba3-49a2-af3e-8d31d0a8bed8
## INFO [13:19:06.060] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.069] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.076] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.178] [mlr3] Finished benchmark
## INFO [13:19:06.235] [bbotk] Result of batch 127:
## INFO [13:19:06.237] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.237] [bbotk] 365 0.01661671 1 0.6981132 0 0 0.096
## INFO [13:19:06.237] [bbotk] uhash
## INFO [13:19:06.237] [bbotk] c2652ca5-1f91-4ee8-8436-e2c86974e00c
## INFO [13:19:06.239] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.244] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.248] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.394] [mlr3] Finished benchmark
## INFO [13:19:06.429] [bbotk] Result of batch 128:
## INFO [13:19:06.431] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.431] [bbotk] 298 0.1434289 3 0.6768868 0 0 0.135
## INFO [13:19:06.431] [bbotk] uhash
## INFO [13:19:06.431] [bbotk] 9b6f43a4-1f21-4bf6-b5fc-d287ef5260ff
## INFO [13:19:06.436] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.445] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.448] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.646] [mlr3] Finished benchmark
## INFO [13:19:06.662] [bbotk] Result of batch 129:
## INFO [13:19:06.670] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.670] [bbotk] 313 0.0593491 4 0.6839623 0 0 0.19
## INFO [13:19:06.670] [bbotk] uhash
## INFO [13:19:06.670] [bbotk] ab4bcabf-af33-4966-9d39-a52369b05acb
## INFO [13:19:06.675] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.687] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.691] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.784] [mlr3] Finished benchmark
## INFO [13:19:06.799] [bbotk] Result of batch 130:
## INFO [13:19:06.801] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.801] [bbotk] 53 0.03915008 8 0.6698113 0 0 0.089
## INFO [13:19:06.801] [bbotk] uhash
## INFO [13:19:06.801] [bbotk] 0fc7ad9f-eb3a-483c-8163-6b01d08c319f
## INFO [13:19:06.803] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.808] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.811] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.883] [mlr3] Finished benchmark
## INFO [13:19:06.907] [bbotk] Result of batch 131:
## INFO [13:19:06.911] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.911] [bbotk] 162 0.03760958 3 0.6910377 0 0 0.066
## INFO [13:19:06.911] [bbotk] uhash
## INFO [13:19:06.911] [bbotk] eac5c57a-7450-4d68-88b9-397cce439011
## INFO [13:19:06.914] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.920] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.927] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.468] [mlr3] Finished benchmark
## INFO [13:19:07.514] [bbotk] Result of batch 132:
## INFO [13:19:07.516] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.516] [bbotk] 494 0.1618927 8 0.6533019 0 0 0.534
## INFO [13:19:07.516] [bbotk] uhash
## INFO [13:19:07.516] [bbotk] eca73ae7-032f-46e0-96ca-876015a00bbb
## INFO [13:19:07.519] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.524] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.532] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.772] [mlr3] Finished benchmark
## INFO [13:19:07.796] [bbotk] Result of batch 133:
## INFO [13:19:07.798] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.798] [bbotk] 62 0.08275374 2 0.6768868 0 0 0.228
## INFO [13:19:07.798] [bbotk] uhash
## INFO [13:19:07.798] [bbotk] b8929678-97d7-40d2-b387-9a3b9cf0ed65
## INFO [13:19:07.802] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.806] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.809] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.871] [mlr3] Finished benchmark
## INFO [13:19:07.891] [bbotk] Result of batch 134:
## INFO [13:19:07.894] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.894] [bbotk] 197 0.08088583 1 0.6933962 0 0 0.051
## INFO [13:19:07.894] [bbotk] uhash
## INFO [13:19:07.894] [bbotk] 5cda3138-1818-44d1-ab14-4d6f9744627b
## INFO [13:19:07.900] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.904] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.908] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.238] [mlr3] Finished benchmark
## INFO [13:19:08.277] [bbotk] Result of batch 135:
## INFO [13:19:08.279] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.279] [bbotk] 261 0.0126214 7 0.6863208 0 0 0.324
## INFO [13:19:08.279] [bbotk] uhash
## INFO [13:19:08.279] [bbotk] 5fbd1006-87ae-4357-9013-7b77ccdce688
## INFO [13:19:08.282] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.287] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.290] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.463] [mlr3] Finished benchmark
## INFO [13:19:08.489] [bbotk] Result of batch 136:
## INFO [13:19:08.490] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.490] [bbotk] 132 0.03512918 7 0.6816038 0 0 0.167
## INFO [13:19:08.490] [bbotk] uhash
## INFO [13:19:08.490] [bbotk] 1061ec7b-d4b0-4826-b777-3c26c5a9a07e
## INFO [13:19:08.494] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.503] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.509] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.569] [mlr3] Finished benchmark
## INFO [13:19:08.593] [bbotk] Result of batch 137:
## INFO [13:19:08.594] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.594] [bbotk] 84 0.08674277 2 0.6768868 0 0 0.048
## INFO [13:19:08.594] [bbotk] uhash
## INFO [13:19:08.594] [bbotk] 5d0b4c7f-b381-40d2-8e91-ec992a1735c3
## INFO [13:19:08.596] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.600] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.603] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.705] [mlr3] Finished benchmark
## INFO [13:19:08.746] [bbotk] Result of batch 138:
## INFO [13:19:08.751] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.751] [bbotk] 323 0.1019356 2 0.6863208 0 0 0.098
## INFO [13:19:08.751] [bbotk] uhash
## INFO [13:19:08.751] [bbotk] 3c7dae66-4f06-4f09-9abd-3f926503da1e
## INFO [13:19:08.756] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.762] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.769] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.151] [mlr3] Finished benchmark
## INFO [13:19:09.211] [bbotk] Result of batch 139:
## INFO [13:19:09.215] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:09.215] [bbotk] 380 0.124792 6 0.6485849 0 0 0.372
## INFO [13:19:09.215] [bbotk] uhash
## INFO [13:19:09.215] [bbotk] 9d50c457-8063-4e0a-9fbf-62267d0a7790
## INFO [13:19:09.235] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.249] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.258] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.757] [mlr3] Finished benchmark
## INFO [13:19:09.802] [bbotk] Result of batch 140:
## INFO [13:19:09.804] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:09.804] [bbotk] 337 0.03834592 9 0.6627358 0 0 0.491
## INFO [13:19:09.804] [bbotk] uhash
## INFO [13:19:09.804] [bbotk] e3745607-d85b-49ef-9b56-ca76e3e85798
## INFO [13:19:09.806] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.811] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.814] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.101] [mlr3] Finished benchmark
## INFO [13:19:10.130] [bbotk] Result of batch 141:
## INFO [13:19:10.132] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.132] [bbotk] 424 0.04728231 4 0.6981132 0 0 0.239
## INFO [13:19:10.132] [bbotk] uhash
## INFO [13:19:10.132] [bbotk] 8f1ba8c1-35ea-45d5-8d3c-dd73002d22c4
## INFO [13:19:10.134] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.139] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.142] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.373] [mlr3] Finished benchmark
## INFO [13:19:10.414] [bbotk] Result of batch 142:
## INFO [13:19:10.417] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.417] [bbotk] 259 0.01894112 5 0.6863208 0 0 0.225
## INFO [13:19:10.417] [bbotk] uhash
## INFO [13:19:10.417] [bbotk] 0098e4d1-af68-454d-8afc-39336c175d81
## INFO [13:19:10.420] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.432] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.441] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.778] [mlr3] Finished benchmark
## INFO [13:19:10.804] [bbotk] Result of batch 143:
## INFO [13:19:10.807] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.807] [bbotk] 428 0.09823159 5 0.6721698 0 0 0.329
## INFO [13:19:10.807] [bbotk] uhash
## INFO [13:19:10.807] [bbotk] 74d0e10a-a931-447c-8030-7ad293689024
## INFO [13:19:10.812] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.819] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.830] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.006] [mlr3] Finished benchmark
## INFO [13:19:11.024] [bbotk] Result of batch 144:
## INFO [13:19:11.026] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.026] [bbotk] 456 0.172556 1 0.6886792 0 0 0.17
## INFO [13:19:11.026] [bbotk] uhash
## INFO [13:19:11.026] [bbotk] 40cb66fb-aebc-440d-b8fa-8ac75196264b
## INFO [13:19:11.028] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.032] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.035] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.058] [mlr3] Finished benchmark
## INFO [13:19:11.080] [bbotk] Result of batch 145:
## INFO [13:19:11.082] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.082] [bbotk] 8 0.04139906 4 0.6533019 0 0 0.014
## INFO [13:19:11.082] [bbotk] uhash
## INFO [13:19:11.082] [bbotk] 97a6a338-9f96-4ee2-a1d4-ac6c68cc1735
## INFO [13:19:11.084] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.093] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.098] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.272] [mlr3] Finished benchmark
## INFO [13:19:11.288] [bbotk] Result of batch 146:
## INFO [13:19:11.289] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.289] [bbotk] 349 0.1749877 3 0.6792453 0 0 0.166
## INFO [13:19:11.289] [bbotk] uhash
## INFO [13:19:11.289] [bbotk] c6119f48-24dc-4056-a8e0-350b72316164
## INFO [13:19:11.291] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.296] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.307] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.662] [mlr3] Finished benchmark
## INFO [13:19:11.684] [bbotk] Result of batch 147:
## INFO [13:19:11.686] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.686] [bbotk] 258 0.1781519 10 0.6792453 0 0 0.351
## INFO [13:19:11.686] [bbotk] uhash
## INFO [13:19:11.686] [bbotk] 2c2131f6-d8f6-4a12-a558-64fc3d1e19e6
## INFO [13:19:11.688] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.693] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.696] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:12.507] [mlr3] Finished benchmark
## INFO [13:19:12.530] [bbotk] Result of batch 148:
## INFO [13:19:12.533] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:12.533] [bbotk] 465 0.07781691 10 0.6509434 0 0 0.806
## INFO [13:19:12.533] [bbotk] uhash
## INFO [13:19:12.533] [bbotk] 24e8463e-ccea-4968-b845-5f6088176f01
## INFO [13:19:12.553] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:12.561] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:12.564] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:12.914] [mlr3] Finished benchmark
## INFO [13:19:12.949] [bbotk] Result of batch 149:
## INFO [13:19:12.951] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:12.951] [bbotk] 280 0.1607229 8 0.6674528 0 0 0.345
## INFO [13:19:12.951] [bbotk] uhash
## INFO [13:19:12.951] [bbotk] e4b1d079-45c4-45c9-b217-22e8dd392d9f
## INFO [13:19:12.953] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:12.958] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:12.963] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.039] [mlr3] Finished benchmark
## INFO [13:19:13.071] [bbotk] Result of batch 150:
## INFO [13:19:13.072] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.072] [bbotk] 183 0.04751195 2 0.6839623 0 0 0.068
## INFO [13:19:13.072] [bbotk] uhash
## INFO [13:19:13.072] [bbotk] a9da6e9a-6bdd-4dba-a0bb-ad33741e4baf
## INFO [13:19:13.075] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.079] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.082] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.464] [mlr3] Finished benchmark
## INFO [13:19:13.496] [bbotk] Result of batch 151:
## INFO [13:19:13.503] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.503] [bbotk] 367 0.01016877 6 0.6816038 0 0 0.377
## INFO [13:19:13.503] [bbotk] uhash
## INFO [13:19:13.503] [bbotk] f92ff727-fe0d-4d7d-8008-3f7f911d6675
## INFO [13:19:13.510] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.522] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.530] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.581] [mlr3] Finished benchmark
## INFO [13:19:13.598] [bbotk] Result of batch 152:
## INFO [13:19:13.599] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.599] [bbotk] 31 0.06298494 6 0.6580189 0 0 0.043
## INFO [13:19:13.599] [bbotk] uhash
## INFO [13:19:13.599] [bbotk] 40fe182d-747b-4ad1-abe6-ce5858557afd
## INFO [13:19:13.602] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.609] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.616] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.921] [mlr3] Finished benchmark
## INFO [13:19:13.943] [bbotk] Result of batch 153:
## INFO [13:19:13.948] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.948] [bbotk] 382 0.01356064 4 0.6745283 0 0 0.295
## INFO [13:19:13.948] [bbotk] uhash
## INFO [13:19:13.948] [bbotk] b28c342a-0f40-46e4-abdf-040bca270e28
## INFO [13:19:13.954] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.968] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.972] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.306] [mlr3] Finished benchmark
## INFO [13:19:14.329] [bbotk] Result of batch 154:
## INFO [13:19:14.331] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.331] [bbotk] 407 0.05950122 5 0.6863208 0 0 0.328
## INFO [13:19:14.331] [bbotk] uhash
## INFO [13:19:14.331] [bbotk] 9927c261-a8de-43d8-9f2c-391b152b1fc5
## INFO [13:19:14.333] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.338] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.342] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.726] [mlr3] Finished benchmark
## INFO [13:19:14.748] [bbotk] Result of batch 155:
## INFO [13:19:14.750] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.750] [bbotk] 369 0.1041819 6 0.6509434 0 0 0.379
## INFO [13:19:14.750] [bbotk] uhash
## INFO [13:19:14.750] [bbotk] d2ec5d41-ebdd-46e9-806e-f18cae7a06fc
## INFO [13:19:14.752] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.756] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.759] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:15.280] [mlr3] Finished benchmark
## INFO [13:19:15.321] [bbotk] Result of batch 156:
## INFO [13:19:15.323] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:15.323] [bbotk] 415 0.1479861 10 0.6674528 0 0 0.514
## INFO [13:19:15.323] [bbotk] uhash
## INFO [13:19:15.323] [bbotk] d92ac326-9ed9-4041-bb74-1c68c1e73c6f
## INFO [13:19:15.327] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:15.332] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:15.336] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:15.731] [mlr3] Finished benchmark
## INFO [13:19:15.758] [bbotk] Result of batch 157:
## INFO [13:19:15.761] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:15.761] [bbotk] 298 0.1899469 10 0.6556604 0 0 0.389
## INFO [13:19:15.761] [bbotk] uhash
## INFO [13:19:15.761] [bbotk] 21021383-fdf9-429b-aa69-9be78878952c
## INFO [13:19:15.767] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:15.775] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:15.780] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.059] [mlr3] Finished benchmark
## INFO [13:19:16.095] [bbotk] Result of batch 158:
## INFO [13:19:16.101] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.101] [bbotk] 294 0.1121724 6 0.6721698 0 0 0.268
## INFO [13:19:16.101] [bbotk] uhash
## INFO [13:19:16.101] [bbotk] 668e162a-716f-4e3c-8370-0e7b8278013e
## INFO [13:19:16.104] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.150] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.156] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.293] [mlr3] Finished benchmark
## INFO [13:19:16.324] [bbotk] Result of batch 159:
## INFO [13:19:16.326] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.326] [bbotk] 443 0.1009691 2 0.6957547 0 0 0.132
## INFO [13:19:16.326] [bbotk] uhash
## INFO [13:19:16.326] [bbotk] 3370e9fd-8a48-419d-891e-86fe6e510aa7
## INFO [13:19:16.330] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.340] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.343] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.495] [mlr3] Finished benchmark
## INFO [13:19:16.513] [bbotk] Result of batch 160:
## INFO [13:19:16.517] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.517] [bbotk] 215 0.01172872 4 0.6792453 0 0 0.148
## INFO [13:19:16.517] [bbotk] uhash
## INFO [13:19:16.517] [bbotk] b146e6ec-969f-40ed-8760-9f3b01b507ce
## INFO [13:19:16.522] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.527] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.530] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.657] [mlr3] Finished benchmark
## INFO [13:19:16.683] [bbotk] Result of batch 161:
## INFO [13:19:16.685] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.685] [bbotk] 190 0.02133278 4 0.6768868 0 0 0.123
## INFO [13:19:16.685] [bbotk] uhash
## INFO [13:19:16.685] [bbotk] 04bac562-f197-43f6-85ef-8632a218827d
## INFO [13:19:16.690] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.699] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.706] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.785] [mlr3] Finished benchmark
## INFO [13:19:16.842] [bbotk] Result of batch 162:
## INFO [13:19:16.846] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.846] [bbotk] 227 0.07974413 2 0.6910377 0 0 0.072
## INFO [13:19:16.846] [bbotk] uhash
## INFO [13:19:16.846] [bbotk] d62c91a1-854b-4b18-911d-4bbb39b083a2
## INFO [13:19:16.849] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.853] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.856] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.960] [mlr3] Finished benchmark
## INFO [13:19:16.978] [bbotk] Result of batch 163:
## INFO [13:19:16.989] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.989] [bbotk] 335 0.06730634 2 0.7028302 0 0 0.1
## INFO [13:19:16.989] [bbotk] uhash
## INFO [13:19:16.989] [bbotk] 05c69716-5392-4e8b-928c-11bb2f047f49
## INFO [13:19:16.994] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.003] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.010] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.260] [mlr3] Finished benchmark
## INFO [13:19:17.284] [bbotk] Result of batch 164:
## INFO [13:19:17.285] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.285] [bbotk] 413 0.02114223 4 0.6816038 0 0 0.245
## INFO [13:19:17.285] [bbotk] uhash
## INFO [13:19:17.285] [bbotk] 8ca45b38-491f-42a4-afae-44a2e292d827
## INFO [13:19:17.288] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.305] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.314] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.554] [mlr3] Finished benchmark
## INFO [13:19:17.573] [bbotk] Result of batch 165:
## INFO [13:19:17.574] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.574] [bbotk] 459 0.0273996 3 0.6981132 0 0 0.231
## INFO [13:19:17.574] [bbotk] uhash
## INFO [13:19:17.574] [bbotk] b2093cab-2b09-4b75-b351-821a8870b6df
## INFO [13:19:17.577] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.609] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.620] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.730] [mlr3] Finished benchmark
## INFO [13:19:17.745] [bbotk] Result of batch 166:
## INFO [13:19:17.747] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.747] [bbotk] 111 0.106544 4 0.6768868 0 0 0.103
## INFO [13:19:17.747] [bbotk] uhash
## INFO [13:19:17.747] [bbotk] dba6983c-9bfc-44c1-8c18-105e3aa2115f
## INFO [13:19:17.749] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.755] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.758] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.783] [mlr3] Finished benchmark
## INFO [13:19:17.801] [bbotk] Result of batch 167:
## INFO [13:19:17.805] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.805] [bbotk] 6 0.01256231 8 0.6438679 0 0 0.021
## INFO [13:19:17.805] [bbotk] uhash
## INFO [13:19:17.805] [bbotk] 7daac3ac-b35e-4602-92cc-05f2b6743b8b
## INFO [13:19:17.809] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.813] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.816] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.903] [mlr3] Finished benchmark
## INFO [13:19:17.918] [bbotk] Result of batch 168:
## INFO [13:19:17.919] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.919] [bbotk] 87 0.06548562 5 0.6698113 0 0 0.082
## INFO [13:19:17.919] [bbotk] uhash
## INFO [13:19:17.919] [bbotk] 37e0c4d3-4d13-4268-ab51-ea0b056fe571
## INFO [13:19:17.922] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.930] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.935] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.948] [mlr3] Finished benchmark
## INFO [13:19:17.969] [bbotk] Result of batch 169:
## INFO [13:19:17.971] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.971] [bbotk] 2 0.06197514 4 0.629717 0 0 0.009
## INFO [13:19:17.971] [bbotk] uhash
## INFO [13:19:17.971] [bbotk] 71c2fdb3-7431-47e0-8bbf-91ac09ef221b
## INFO [13:19:17.973] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.977] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.981] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.599] [mlr3] Finished benchmark
## INFO [13:19:18.639] [bbotk] Result of batch 170:
## INFO [13:19:18.640] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:18.640] [bbotk] 415 0.07037388 9 0.6627358 0 0 0.614
## INFO [13:19:18.640] [bbotk] uhash
## INFO [13:19:18.640] [bbotk] c226307c-4521-4d54-9010-27c85261297f
## INFO [13:19:18.643] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.653] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.656] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.846] [mlr3] Finished benchmark
## INFO [13:19:18.865] [bbotk] Result of batch 171:
## INFO [13:19:18.867] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:18.867] [bbotk] 167 0.1358118 7 0.6816038 0 0 0.181
## INFO [13:19:18.867] [bbotk] uhash
## INFO [13:19:18.867] [bbotk] 20c1a192-7ccf-454a-a83c-eb0a151cd43d
## INFO [13:19:18.871] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.880] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.883] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.120] [mlr3] Finished benchmark
## INFO [13:19:19.138] [bbotk] Result of batch 172:
## INFO [13:19:19.139] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:19.139] [bbotk] 122 0.05087092 10 0.6721698 0 0 0.23
## INFO [13:19:19.139] [bbotk] uhash
## INFO [13:19:19.139] [bbotk] d5ffafcd-5bf0-440f-b4ed-5a071c01a7e1
## INFO [13:19:19.142] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.146] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.149] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.930] [mlr3] Finished benchmark
## INFO [13:19:19.969] [bbotk] Result of batch 173:
## INFO [13:19:19.971] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:19.971] [bbotk] 443 0.05273617 10 0.6745283 0 0 0.765
## INFO [13:19:19.971] [bbotk] uhash
## INFO [13:19:19.971] [bbotk] e33c0ec4-1ade-4b18-a2aa-07b40512e3b8
## INFO [13:19:19.974] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.979] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.030] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.389] [mlr3] Finished benchmark
## INFO [13:19:20.409] [bbotk] Result of batch 174:
## INFO [13:19:20.412] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:20.412] [bbotk] 242 0.06247373 9 0.6650943 0 0 0.349
## INFO [13:19:20.412] [bbotk] uhash
## INFO [13:19:20.412] [bbotk] 4cda4f8c-5826-4017-9b33-0c8f1fbb1db4
## INFO [13:19:20.414] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.419] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.422] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.799] [mlr3] Finished benchmark
## INFO [13:19:20.821] [bbotk] Result of batch 175:
## INFO [13:19:20.822] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:20.822] [bbotk] 274 0.1593557 10 0.6627358 0 0 0.372
## INFO [13:19:20.822] [bbotk] uhash
## INFO [13:19:20.822] [bbotk] 1edc7dc0-8032-423c-a8be-3776480c991b
## INFO [13:19:20.825] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.829] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.832] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.179] [mlr3] Finished benchmark
## INFO [13:19:21.208] [bbotk] Result of batch 176:
## INFO [13:19:21.209] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:21.209] [bbotk] 299 0.1215429 7 0.6603774 0 0 0.34
## INFO [13:19:21.209] [bbotk] uhash
## INFO [13:19:21.209] [bbotk] 21703755-be53-4c34-92a1-888ef5420551
## INFO [13:19:21.212] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.217] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.220] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.399] [mlr3] Finished benchmark
## INFO [13:19:21.490] [bbotk] Result of batch 177:
## INFO [13:19:21.495] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:21.495] [bbotk] 145 0.1906258 7 0.6367925 0 0 0.17
## INFO [13:19:21.495] [bbotk] uhash
## INFO [13:19:21.495] [bbotk] 19a9c4fd-b882-4731-be6b-142090dac9a9
## INFO [13:19:21.500] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.517] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.526] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.567] [mlr3] Finished benchmark
## INFO [13:19:21.608] [bbotk] Result of batch 178:
## INFO [13:19:21.611] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:21.611] [bbotk] 33 0.07187191 3 0.6863208 0 0 0.034
## INFO [13:19:21.611] [bbotk] uhash
## INFO [13:19:21.611] [bbotk] 536ac61e-dafb-496b-bfc5-34f476705199
## INFO [13:19:21.614] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.619] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.626] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.838] [mlr3] Finished benchmark
## INFO [13:19:21.863] [bbotk] Result of batch 179:
## INFO [13:19:21.865] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:21.865] [bbotk] 440 0.0827627 3 0.6886792 0 0 0.194
## INFO [13:19:21.865] [bbotk] uhash
## INFO [13:19:21.865] [bbotk] 298545e5-e454-4f62-8e16-d1779602b5ea
## INFO [13:19:21.871] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.884] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.892] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.402] [mlr3] Finished benchmark
## INFO [13:19:22.439] [bbotk] Result of batch 180:
## INFO [13:19:22.443] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:22.443] [bbotk] 266 0.03587433 10 0.6580189 0 0 0.505
## INFO [13:19:22.443] [bbotk] uhash
## INFO [13:19:22.443] [bbotk] 4fc04b20-266e-4ea7-a31e-c495636d7717
## INFO [13:19:22.446] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.452] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.455] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.821] [mlr3] Finished benchmark
## INFO [13:19:22.847] [bbotk] Result of batch 181:
## INFO [13:19:22.849] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:22.849] [bbotk] 330 0.1151627 5 0.6721698 0 0 0.352
## INFO [13:19:22.849] [bbotk] uhash
## INFO [13:19:22.849] [bbotk] c16b9fdf-be4e-40e2-89ff-c63045d8d7c8
## INFO [13:19:22.851] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.855] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.858] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.136] [mlr3] Finished benchmark
## INFO [13:19:23.173] [bbotk] Result of batch 182:
## INFO [13:19:23.177] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:23.177] [bbotk] 490 0.179581 4 0.6745283 0 0 0.272
## INFO [13:19:23.177] [bbotk] uhash
## INFO [13:19:23.177] [bbotk] 3c4c2d5f-dff0-4c2f-854a-e6bffa251672
## INFO [13:19:23.183] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.188] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.191] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.361] [mlr3] Finished benchmark
## INFO [13:19:23.388] [bbotk] Result of batch 183:
## INFO [13:19:23.390] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:23.390] [bbotk] 268 0.1470627 4 0.6721698 0 0 0.161
## INFO [13:19:23.390] [bbotk] uhash
## INFO [13:19:23.390] [bbotk] 6d7cd0c3-4e04-439b-b41f-ea01b0583800
## INFO [13:19:23.392] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.396] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.400] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.636] [mlr3] Finished benchmark
## INFO [13:19:23.670] [bbotk] Result of batch 184:
## INFO [13:19:23.672] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:23.672] [bbotk] 212 0.04098623 6 0.6863208 0 0 0.227
## INFO [13:19:23.672] [bbotk] uhash
## INFO [13:19:23.672] [bbotk] ad5c6388-5063-4cb5-a155-a3052876b6bb
## INFO [13:19:23.682] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.689] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.692] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.914] [mlr3] Finished benchmark
## INFO [13:19:23.929] [bbotk] Result of batch 185:
## INFO [13:19:23.930] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:23.930] [bbotk] 119 0.1810706 10 0.6674528 0 0 0.217
## INFO [13:19:23.930] [bbotk] uhash
## INFO [13:19:23.930] [bbotk] 3acb89d0-2def-470c-8ba4-8579bcc1d410
## INFO [13:19:23.933] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.945] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.948] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:24.039] [mlr3] Finished benchmark
## INFO [13:19:24.054] [bbotk] Result of batch 186:
## INFO [13:19:24.056] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:24.056] [bbotk] 140 0.121262 4 0.6910377 0 0 0.085
## INFO [13:19:24.056] [bbotk] uhash
## INFO [13:19:24.056] [bbotk] 8da19138-cd6c-4398-a8d2-ce3230d1e6f2
## INFO [13:19:24.058] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:24.062] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:24.065] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:24.626] [mlr3] Finished benchmark
## INFO [13:19:24.648] [bbotk] Result of batch 187:
## INFO [13:19:24.649] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:24.649] [bbotk] 456 0.08416801 8 0.6533019 0 0 0.552
## INFO [13:19:24.649] [bbotk] uhash
## INFO [13:19:24.649] [bbotk] 42097888-c52d-4367-81a4-e8f56d40aaf9
## INFO [13:19:24.652] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:24.656] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:24.660] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:24.748] [mlr3] Finished benchmark
## INFO [13:19:24.780] [bbotk] Result of batch 188:
## INFO [13:19:24.782] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:24.782] [bbotk] 98 0.1207486 6 0.7004717 0 0 0.084
## INFO [13:19:24.782] [bbotk] uhash
## INFO [13:19:24.782] [bbotk] a4102439-c615-4705-962d-39550ec1b3ac
## INFO [13:19:24.785] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:24.790] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:24.793] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:24.910] [mlr3] Finished benchmark
## INFO [13:19:24.933] [bbotk] Result of batch 189:
## INFO [13:19:24.934] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:24.934] [bbotk] 423 0.1149144 2 0.6957547 0 0 0.113
## INFO [13:19:24.934] [bbotk] uhash
## INFO [13:19:24.934] [bbotk] 36b2d153-4e65-4764-8caf-c3b7ccec9f42
## INFO [13:19:24.937] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:24.942] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:24.945] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.284] [mlr3] Finished benchmark
## INFO [13:19:25.300] [bbotk] Result of batch 190:
## INFO [13:19:25.302] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:25.302] [bbotk] 231 0.1373696 9 0.6674528 0 0 0.334
## INFO [13:19:25.302] [bbotk] uhash
## INFO [13:19:25.302] [bbotk] c49bd3c0-1241-4892-964c-0080b6350098
## INFO [13:19:25.304] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.309] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.315] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.389] [mlr3] Finished benchmark
## INFO [13:19:25.414] [bbotk] Result of batch 191:
## INFO [13:19:25.416] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:25.416] [bbotk] 114 0.05092909 2 0.6721698 0 0 0.065
## INFO [13:19:25.416] [bbotk] uhash
## INFO [13:19:25.416] [bbotk] 4df40d5b-640c-48f3-b700-0399deac4c67
## INFO [13:19:25.419] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.424] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.428] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.728] [mlr3] Finished benchmark
## INFO [13:19:25.765] [bbotk] Result of batch 192:
## INFO [13:19:25.766] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:25.766] [bbotk] 170 0.08369885 10 0.6580189 0 0 0.288
## INFO [13:19:25.766] [bbotk] uhash
## INFO [13:19:25.766] [bbotk] 6b4edb63-793b-4178-add8-fa62f337725a
## INFO [13:19:25.769] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.773] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.776] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.872] [mlr3] Finished benchmark
## INFO [13:19:25.887] [bbotk] Result of batch 193:
## INFO [13:19:25.889] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:25.889] [bbotk] 168 0.1142027 4 0.6910377 0 0 0.091
## INFO [13:19:25.889] [bbotk] uhash
## INFO [13:19:25.889] [bbotk] 739faa56-8938-4b0c-bd57-8fa755719161
## INFO [13:19:25.891] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.895] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.898] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:26.157] [mlr3] Finished benchmark
## INFO [13:19:26.181] [bbotk] Result of batch 194:
## INFO [13:19:26.183] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:26.183] [bbotk] 152 0.05086303 10 0.6580189 0 0 0.253
## INFO [13:19:26.183] [bbotk] uhash
## INFO [13:19:26.183] [bbotk] dc0e0972-94ff-4cf9-8f19-09f3d4d21552
## INFO [13:19:26.185] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:26.190] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:26.193] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:26.207] [mlr3] Finished benchmark
## INFO [13:19:26.233] [bbotk] Result of batch 195:
## INFO [13:19:26.235] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:26.235] [bbotk] 5 0.1201079 1 0.6273585 0 0 0.008
## INFO [13:19:26.235] [bbotk] uhash
## INFO [13:19:26.235] [bbotk] f34e7245-e929-403f-8194-435c09692f54
## INFO [13:19:26.240] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:26.245] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:26.251] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:26.293] [mlr3] Finished benchmark
## INFO [13:19:26.321] [bbotk] Result of batch 196:
## INFO [13:19:26.322] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:26.322] [bbotk] 184 0.1788859 1 0.6933962 0 0 0.036
## INFO [13:19:26.322] [bbotk] uhash
## INFO [13:19:26.322] [bbotk] 0fdf84ca-4be2-410b-8e30-0122c2741baf
## INFO [13:19:26.325] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:26.329] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:26.332] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:26.458] [mlr3] Finished benchmark
## INFO [13:19:26.480] [bbotk] Result of batch 197:
## INFO [13:19:26.481] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:26.481] [bbotk] 397 0.01701964 2 0.6745283 0 0 0.11
## INFO [13:19:26.481] [bbotk] uhash
## INFO [13:19:26.481] [bbotk] 73fb9630-a76c-45b5-b8cd-7aaab297e5c3
## INFO [13:19:26.485] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:26.490] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:26.493] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:26.554] [mlr3] Finished benchmark
## INFO [13:19:26.570] [bbotk] Result of batch 198:
## INFO [13:19:26.571] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:26.571] [bbotk] 287 0.1931044 1 0.6839623 0 0 0.056
## INFO [13:19:26.571] [bbotk] uhash
## INFO [13:19:26.571] [bbotk] 8a39db65-2443-4e2b-a3ba-43df02465e0c
## INFO [13:19:26.573] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:26.578] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:26.581] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:26.658] [mlr3] Finished benchmark
## INFO [13:19:26.676] [bbotk] Result of batch 199:
## INFO [13:19:26.680] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:26.680] [bbotk] 135 0.1690316 4 0.6768868 0 0 0.073
## INFO [13:19:26.680] [bbotk] uhash
## INFO [13:19:26.680] [bbotk] a48c2b95-e315-47c0-bd10-5d6287b5f2f4
## INFO [13:19:26.683] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:26.688] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:26.691] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:27.124] [mlr3] Finished benchmark
## INFO [13:19:27.146] [bbotk] Result of batch 200:
## INFO [13:19:27.147] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:27.147] [bbotk] 299 0.05928438 9 0.6627358 0 0 0.428
## INFO [13:19:27.147] [bbotk] uhash
## INFO [13:19:27.147] [bbotk] 02733396-54ec-44ba-bae1-42ce22d4fa61
## INFO [13:19:27.153] [bbotk] Finished optimizing after 200 evaluation(s)
## INFO [13:19:27.154] [bbotk] Result:
## INFO [13:19:27.156] [bbotk] nrounds eta max_depth learner_param_vals x_domain classif.acc
## INFO [13:19:27.156] [bbotk] <int> <num> <int> <list> <list> <num>
## INFO [13:19:27.156] [bbotk] 335 0.06730634 2 <list[6]> <list[3]> 0.7028302
## INFO [13:18:20.990] [mlr3] Applying learner 'classif.xgboost.tuned' on task 'drugs-data' (iter 2/4)
## INFO [13:18:21.954] [bbotk] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals> [n_evals=200, k=0]'
## INFO [13:18:21.981] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:21.987] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.000] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:22.153] [mlr3] Finished benchmark
## INFO [13:18:22.173] [bbotk] Result of batch 1:
## INFO [13:18:22.176] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:22.176] [bbotk] 146 0.06989542 6 0.6981132 0 0 0.146
## INFO [13:18:22.176] [bbotk] uhash
## INFO [13:18:22.176] [bbotk] eefa327b-8967-423a-b2e5-d7b8822250b0
## INFO [13:18:22.178] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.183] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.190] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:22.378] [mlr3] Finished benchmark
## INFO [13:18:22.424] [bbotk] Result of batch 2:
## INFO [13:18:22.426] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:22.426] [bbotk] 200 0.157369 6 0.6816038 0 0 0.176
## INFO [13:18:22.426] [bbotk] uhash
## INFO [13:18:22.426] [bbotk] 9875ef71-d586-4ad8-a40f-146f4a19b500
## INFO [13:18:22.431] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.440] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.443] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:22.460] [mlr3] Finished benchmark
## INFO [13:18:22.482] [bbotk] Result of batch 3:
## INFO [13:18:22.483] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:22.483] [bbotk] 16 0.07690253 4 0.6839623 0 0 0.013
## INFO [13:18:22.483] [bbotk] uhash
## INFO [13:18:22.483] [bbotk] c98e8e8f-b039-49ab-bf2d-d61b84052e8f
## INFO [13:18:22.496] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.501] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.504] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:22.559] [mlr3] Finished benchmark
## INFO [13:18:22.579] [bbotk] Result of batch 4:
## INFO [13:18:22.580] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:22.580] [bbotk] 207 0.04655836 2 0.6886792 0 0 0.051
## INFO [13:18:22.580] [bbotk] uhash
## INFO [13:18:22.580] [bbotk] c7b02bd2-7f59-495c-9c8b-a3a5e98d04c0
## INFO [13:18:22.582] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.586] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.592] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:22.901] [mlr3] Finished benchmark
## INFO [13:18:22.932] [bbotk] Result of batch 5:
## INFO [13:18:22.935] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:22.935] [bbotk] 406 0.1225194 5 0.6650943 0 0 0.299
## INFO [13:18:22.935] [bbotk] uhash
## INFO [13:18:22.935] [bbotk] a90ff69d-a80c-42a7-937e-274111b00684
## INFO [13:18:22.938] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.947] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.956] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.148] [mlr3] Finished benchmark
## INFO [13:18:23.170] [bbotk] Result of batch 6:
## INFO [13:18:23.171] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.171] [bbotk] 256 0.1408592 5 0.6839623 0 0 0.183
## INFO [13:18:23.171] [bbotk] uhash
## INFO [13:18:23.171] [bbotk] 47c37930-d2ae-4fda-ace3-c199d739d158
## INFO [13:18:23.173] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.177] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.180] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.697] [mlr3] Finished benchmark
## INFO [13:18:23.726] [bbotk] Result of batch 7:
## INFO [13:18:23.728] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.728] [bbotk] 372 0.03783996 9 0.6839623 0 0 0.508
## INFO [13:18:23.728] [bbotk] uhash
## INFO [13:18:23.728] [bbotk] 1d1881e6-17ab-4605-a2fc-408c1545c8e5
## INFO [13:18:23.730] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.734] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.737] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.759] [mlr3] Finished benchmark
## INFO [13:18:23.771] [bbotk] Result of batch 8:
## INFO [13:18:23.772] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.772] [bbotk] 3 0.09971418 3 0.6391509 0 0 0.017
## INFO [13:18:23.772] [bbotk] uhash
## INFO [13:18:23.772] [bbotk] e8c31b33-d1a8-4227-a9ed-965bbda4248d
## INFO [13:18:23.774] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.778] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.784] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.842] [mlr3] Finished benchmark
## INFO [13:18:23.913] [bbotk] Result of batch 9:
## INFO [13:18:23.914] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.914] [bbotk] 172 0.1297832 1 0.6816038 0 0 0.051
## INFO [13:18:23.914] [bbotk] uhash
## INFO [13:18:23.914] [bbotk] 4539845a-75de-48b9-bd34-526b08694123
## INFO [13:18:23.916] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.920] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.923] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.022] [mlr3] Finished benchmark
## INFO [13:18:24.037] [bbotk] Result of batch 10:
## INFO [13:18:24.040] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.040] [bbotk] 69 0.1708182 9 0.6839623 0 0 0.095
## INFO [13:18:24.040] [bbotk] uhash
## INFO [13:18:24.040] [bbotk] 73fd1b2d-7d5c-487e-a265-284ac4a89b77
## INFO [13:18:24.046] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.049] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.052] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.159] [mlr3] Finished benchmark
## INFO [13:18:24.170] [bbotk] Result of batch 11:
## INFO [13:18:24.172] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.172] [bbotk] 85 0.1891905 9 0.6863208 0 0 0.104
## INFO [13:18:24.172] [bbotk] uhash
## INFO [13:18:24.172] [bbotk] 2795d3c3-419e-40f0-9b2e-3b41f90afe4e
## INFO [13:18:24.173] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.178] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.183] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.205] [mlr3] Finished benchmark
## INFO [13:18:24.229] [bbotk] Result of batch 12:
## INFO [13:18:24.232] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.232] [bbotk] 41 0.04770466 2 0.6745283 0 0 0.016
## INFO [13:18:24.232] [bbotk] uhash
## INFO [13:18:24.232] [bbotk] 9a6f638b-b885-4c7a-a1b0-0b9b48ce44a5
## INFO [13:18:24.237] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.245] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.249] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.504] [mlr3] Finished benchmark
## INFO [13:18:24.516] [bbotk] Result of batch 13:
## INFO [13:18:24.518] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.518] [bbotk] 276 0.04475243 7 0.6886792 0 0 0.251
## INFO [13:18:24.518] [bbotk] uhash
## INFO [13:18:24.518] [bbotk] a89a2ed0-7680-4305-b2c2-159173fa9e18
## INFO [13:18:24.519] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.523] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.526] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.703] [mlr3] Finished benchmark
## INFO [13:18:24.725] [bbotk] Result of batch 14:
## INFO [13:18:24.726] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.726] [bbotk] 162 0.09085322 8 0.7004717 0 0 0.173
## INFO [13:18:24.726] [bbotk] uhash
## INFO [13:18:24.726] [bbotk] fb0f6c3b-c8d7-40ee-92a3-a3fcdd64f462
## INFO [13:18:24.728] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.731] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.734] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.923] [mlr3] Finished benchmark
## INFO [13:18:24.940] [bbotk] Result of batch 15:
## INFO [13:18:24.942] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.942] [bbotk] 404 0.1256535 4 0.6933962 0 0 0.184
## INFO [13:18:24.942] [bbotk] uhash
## INFO [13:18:24.942] [bbotk] 4cb73f82-e9c1-4839-8177-84976446fd8d
## INFO [13:18:24.944] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.948] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.950] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.118] [mlr3] Finished benchmark
## INFO [13:18:25.143] [bbotk] Result of batch 16:
## INFO [13:18:25.146] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.146] [bbotk] 192 0.06646791 6 0.6957547 0 0 0.163
## INFO [13:18:25.146] [bbotk] uhash
## INFO [13:18:25.146] [bbotk] 0e21ed7a-2cb2-48f3-83b5-c7b73fcf08da
## INFO [13:18:25.160] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.165] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.168] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.230] [mlr3] Finished benchmark
## INFO [13:18:25.242] [bbotk] Result of batch 17:
## INFO [13:18:25.244] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.244] [bbotk] 25 0.07917422 9 0.6580189 0 0 0.057
## INFO [13:18:25.244] [bbotk] uhash
## INFO [13:18:25.244] [bbotk] a8ae2ce5-d5d2-4fc8-b31a-946c1f7fcff1
## INFO [13:18:25.247] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.251] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.254] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.337] [mlr3] Finished benchmark
## INFO [13:18:25.351] [bbotk] Result of batch 18:
## INFO [13:18:25.354] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.354] [bbotk] 492 0.04705628 1 0.6863208 0 0 0.079
## INFO [13:18:25.354] [bbotk] uhash
## INFO [13:18:25.354] [bbotk] b808eb74-3161-490a-8ecb-867c22895046
## INFO [13:18:25.359] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.364] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.368] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.574] [mlr3] Finished benchmark
## INFO [13:18:25.586] [bbotk] Result of batch 19:
## INFO [13:18:25.588] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.588] [bbotk] 158 0.1678774 8 0.6816038 0 0 0.194
## INFO [13:18:25.588] [bbotk] uhash
## INFO [13:18:25.588] [bbotk] 659771a2-3df5-4f96-aca6-ac0bd482de6e
## INFO [13:18:25.590] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.594] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.601] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.710] [mlr3] Finished benchmark
## INFO [13:18:25.735] [bbotk] Result of batch 20:
## INFO [13:18:25.736] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.736] [bbotk] 256 0.1158013 3 0.7099057 0 0 0.1
## INFO [13:18:25.736] [bbotk] uhash
## INFO [13:18:25.736] [bbotk] 1c7dd557-1dcf-4b6a-b6b5-386c8b07a180
## INFO [13:18:25.738] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.742] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.747] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.857] [mlr3] Finished benchmark
## INFO [13:18:25.877] [bbotk] Result of batch 21:
## INFO [13:18:25.880] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.880] [bbotk] 195 0.09428887 4 0.6886792 0 0 0.103
## INFO [13:18:25.880] [bbotk] uhash
## INFO [13:18:25.880] [bbotk] 3993c6e3-675a-4c12-a7b7-bdd6ea62fb03
## INFO [13:18:25.883] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.889] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.892] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.932] [mlr3] Finished benchmark
## INFO [13:18:25.954] [bbotk] Result of batch 22:
## INFO [13:18:25.957] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.957] [bbotk] 59 0.003379227 4 0.6650943 0 0 0.036
## INFO [13:18:25.957] [bbotk] uhash
## INFO [13:18:25.957] [bbotk] 52a59819-da56-4c35-b6b5-5c6eb31890e0
## INFO [13:18:25.960] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.967] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.974] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.377] [mlr3] Finished benchmark
## INFO [13:18:26.419] [bbotk] Result of batch 23:
## INFO [13:18:26.420] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.420] [bbotk] 365 0.1126721 8 0.6816038 0 0 0.396
## INFO [13:18:26.420] [bbotk] uhash
## INFO [13:18:26.420] [bbotk] 170bca5b-f122-4836-b61c-b970ec9d9c21
## INFO [13:18:26.422] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.426] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.429] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.907] [mlr3] Finished benchmark
## INFO [13:18:26.935] [bbotk] Result of batch 24:
## INFO [13:18:26.937] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.937] [bbotk] 471 0.09636246 8 0.6627358 0 0 0.474
## INFO [13:18:26.937] [bbotk] uhash
## INFO [13:18:26.937] [bbotk] b32c6624-b00c-454a-a27c-c874740d0f6c
## INFO [13:18:26.940] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.949] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.952] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.128] [mlr3] Finished benchmark
## INFO [13:18:27.145] [bbotk] Result of batch 25:
## INFO [13:18:27.146] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.146] [bbotk] 369 0.06222741 4 0.6981132 0 0 0.169
## INFO [13:18:27.146] [bbotk] uhash
## INFO [13:18:27.146] [bbotk] 6432a389-adfe-4d96-81de-b1e36b36a9ef
## INFO [13:18:27.148] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.152] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.154] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.530] [mlr3] Finished benchmark
## INFO [13:18:27.551] [bbotk] Result of batch 26:
## INFO [13:18:27.553] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.553] [bbotk] 354 0.1533255 8 0.6745283 0 0 0.37
## INFO [13:18:27.553] [bbotk] uhash
## INFO [13:18:27.553] [bbotk] de420bc0-cf9e-458b-83df-e18a1342a65b
## INFO [13:18:27.554] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.558] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.561] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.661] [mlr3] Finished benchmark
## INFO [13:18:27.682] [bbotk] Result of batch 27:
## INFO [13:18:27.684] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.684] [bbotk] 218 0.1292373 4 0.6933962 0 0 0.097
## INFO [13:18:27.684] [bbotk] uhash
## INFO [13:18:27.684] [bbotk] f22519e2-8826-4316-b736-4f06b6778b50
## INFO [13:18:27.685] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.689] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.691] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.763] [mlr3] Finished benchmark
## INFO [13:18:27.777] [bbotk] Result of batch 28:
## INFO [13:18:27.779] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.779] [bbotk] 108 0.04619345 4 0.6981132 0 0 0.068
## INFO [13:18:27.779] [bbotk] uhash
## INFO [13:18:27.779] [bbotk] 85fe4763-c296-474a-9687-9e861aee0095
## INFO [13:18:27.780] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.784] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.791] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.826] [mlr3] Finished benchmark
## INFO [13:18:27.840] [bbotk] Result of batch 29:
## INFO [13:18:27.843] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.843] [bbotk] 82 0.1654708 2 0.6957547 0 0 0.028
## INFO [13:18:27.843] [bbotk] uhash
## INFO [13:18:27.843] [bbotk] 3ba07b5c-2a94-46a6-8635-f465d0e3ed7e
## INFO [13:18:27.848] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.856] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.859] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.893] [mlr3] Finished benchmark
## INFO [13:18:27.916] [bbotk] Result of batch 30:
## INFO [13:18:27.917] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.917] [bbotk] 10 0.1639434 4 0.6816038 0 0 0.023
## INFO [13:18:27.917] [bbotk] uhash
## INFO [13:18:27.917] [bbotk] ea78326f-b20b-47a2-8c4b-0d7008855449
## INFO [13:18:27.922] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.926] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.928] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.108] [mlr3] Finished benchmark
## INFO [13:18:28.150] [bbotk] Result of batch 31:
## INFO [13:18:28.154] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.154] [bbotk] 400 0.01574755 2 0.6863208 0 0 0.176
## INFO [13:18:28.154] [bbotk] uhash
## INFO [13:18:28.154] [bbotk] 667e023a-80b4-49a1-bfdf-bfc50dec0767
## INFO [13:18:28.159] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.168] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.171] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.276] [mlr3] Finished benchmark
## INFO [13:18:28.290] [bbotk] Result of batch 32:
## INFO [13:18:28.292] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.292] [bbotk] 122 0.0107926 5 0.6886792 0 0 0.1
## INFO [13:18:28.292] [bbotk] uhash
## INFO [13:18:28.292] [bbotk] fc0224bf-8769-44b6-aa06-d9bd16c23a9c
## INFO [13:18:28.297] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.305] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.308] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.389] [mlr3] Finished benchmark
## INFO [13:18:28.416] [bbotk] Result of batch 33:
## INFO [13:18:28.417] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.417] [bbotk] 18 0.1068196 10 0.6674528 0 0 0.074
## INFO [13:18:28.417] [bbotk] uhash
## INFO [13:18:28.417] [bbotk] 97340830-9676-4ae0-a6f7-cb01ffea872f
## INFO [13:18:28.419] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.428] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.430] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.521] [mlr3] Finished benchmark
## INFO [13:18:28.546] [bbotk] Result of batch 34:
## INFO [13:18:28.550] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.550] [bbotk] 151 0.08075851 4 0.6910377 0 0 0.087
## INFO [13:18:28.550] [bbotk] uhash
## INFO [13:18:28.550] [bbotk] 9b55d55a-e90c-4f69-9971-1466eb3d4649
## INFO [13:18:28.552] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.558] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.561] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.922] [mlr3] Finished benchmark
## INFO [13:18:28.944] [bbotk] Result of batch 35:
## INFO [13:18:28.946] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.946] [bbotk] 335 0.1881632 10 0.6627358 0 0 0.357
## INFO [13:18:28.946] [bbotk] uhash
## INFO [13:18:28.946] [bbotk] f49f44e1-e1b9-4423-a108-b6304fdd3259
## INFO [13:18:28.949] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.953] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.956] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.980] [mlr3] Finished benchmark
## INFO [13:18:28.994] [bbotk] Result of batch 36:
## INFO [13:18:29.003] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.003] [bbotk] 35 0.01825695 1 0.6415094 0 0 0.02
## INFO [13:18:29.003] [bbotk] uhash
## INFO [13:18:29.003] [bbotk] 7af546bb-44c0-44f4-bdcd-76ef6202d645
## INFO [13:18:29.005] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.022] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.036] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.250] [mlr3] Finished benchmark
## INFO [13:18:29.275] [bbotk] Result of batch 37:
## INFO [13:18:29.279] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.279] [bbotk] 166 0.1700152 4 0.6957547 0 0 0.201
## INFO [13:18:29.279] [bbotk] uhash
## INFO [13:18:29.279] [bbotk] aab3d7dc-3ba6-45fb-b83b-95a5829f4d2f
## INFO [13:18:29.285] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.294] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.302] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.572] [mlr3] Finished benchmark
## INFO [13:18:29.585] [bbotk] Result of batch 38:
## INFO [13:18:29.586] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.586] [bbotk] 366 0.01548473 5 0.6839623 0 0 0.263
## INFO [13:18:29.586] [bbotk] uhash
## INFO [13:18:29.586] [bbotk] aa6485c9-f836-4aa7-a98e-fcf07806759e
## INFO [13:18:29.588] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.591] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.594] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.934] [mlr3] Finished benchmark
## INFO [13:18:29.951] [bbotk] Result of batch 39:
## INFO [13:18:29.954] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.954] [bbotk] 386 0.1234659 7 0.6839623 0 0 0.334
## INFO [13:18:29.954] [bbotk] uhash
## INFO [13:18:29.954] [bbotk] c285bed2-f6dd-4824-88f1-1803a39ff9d8
## INFO [13:18:29.956] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.959] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.970] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.116] [mlr3] Finished benchmark
## INFO [13:18:30.141] [bbotk] Result of batch 40:
## INFO [13:18:30.142] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.142] [bbotk] 274 0.09866385 4 0.7051887 0 0 0.142
## INFO [13:18:30.142] [bbotk] uhash
## INFO [13:18:30.142] [bbotk] 51cd7716-4dbc-4dc3-ac0b-f2726e8a1981
## INFO [13:18:30.144] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.148] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.151] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.348] [mlr3] Finished benchmark
## INFO [13:18:30.379] [bbotk] Result of batch 41:
## INFO [13:18:30.380] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.380] [bbotk] 241 0.1567128 6 0.6839623 0 0 0.186
## INFO [13:18:30.380] [bbotk] uhash
## INFO [13:18:30.380] [bbotk] cba944d8-49d2-4cb7-a4a4-5612b51f2b3f
## INFO [13:18:30.382] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.385] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.392] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.527] [mlr3] Finished benchmark
## INFO [13:18:30.577] [bbotk] Result of batch 42:
## INFO [13:18:30.578] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.578] [bbotk] 180 0.01886474 3 0.6933962 0 0 0.128
## INFO [13:18:30.578] [bbotk] uhash
## INFO [13:18:30.578] [bbotk] 53383eda-8d8d-4c07-950a-e2aa16fbe537
## INFO [13:18:30.580] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.587] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.590] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.655] [mlr3] Finished benchmark
## INFO [13:18:30.681] [bbotk] Result of batch 43:
## INFO [13:18:30.685] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.685] [bbotk] 213 0.1322313 1 0.6839623 0 0 0.058
## INFO [13:18:30.685] [bbotk] uhash
## INFO [13:18:30.685] [bbotk] 8ab17a57-e397-46b7-bdd8-f2f0d70bbd45
## INFO [13:18:30.690] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.694] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.700] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.784] [mlr3] Finished benchmark
## INFO [13:18:30.804] [bbotk] Result of batch 44:
## INFO [13:18:30.806] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.806] [bbotk] 97 0.09819028 6 0.6839623 0 0 0.077
## INFO [13:18:30.806] [bbotk] uhash
## INFO [13:18:30.806] [bbotk] c7e166ed-03bf-4169-8f37-7e0ad761d4c6
## INFO [13:18:30.807] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.814] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.818] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.928] [mlr3] Finished benchmark
## INFO [13:18:30.951] [bbotk] Result of batch 45:
## INFO [13:18:30.954] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.954] [bbotk] 339 0.1751106 3 0.6863208 0 0 0.105
## INFO [13:18:30.954] [bbotk] uhash
## INFO [13:18:30.954] [bbotk] 400ea4ad-ca2c-41de-bc92-5e82f977bf52
## INFO [13:18:30.957] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.964] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.968] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.093] [mlr3] Finished benchmark
## INFO [13:18:31.107] [bbotk] Result of batch 46:
## INFO [13:18:31.108] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.108] [bbotk] 95 0.1743547 8 0.6933962 0 0 0.122
## INFO [13:18:31.108] [bbotk] uhash
## INFO [13:18:31.108] [bbotk] f803f0a4-5ded-4e82-83ed-08d82d806c04
## INFO [13:18:31.110] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.118] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.122] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.629] [mlr3] Finished benchmark
## INFO [13:18:31.653] [bbotk] Result of batch 47:
## INFO [13:18:31.656] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.656] [bbotk] 492 0.1461149 7 0.6792453 0 0 0.497
## INFO [13:18:31.656] [bbotk] uhash
## INFO [13:18:31.656] [bbotk] beef27df-3dbd-40d9-8c69-c3b1930f4d87
## INFO [13:18:31.659] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.696] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.700] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.817] [mlr3] Finished benchmark
## INFO [13:18:31.836] [bbotk] Result of batch 48:
## INFO [13:18:31.837] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.837] [bbotk] 282 0.1717507 1 0.6886792 0 0 0.111
## INFO [13:18:31.837] [bbotk] uhash
## INFO [13:18:31.837] [bbotk] a2bb7f80-46cb-4793-8341-17c2c70c0bd8
## INFO [13:18:31.843] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.857] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.864] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.985] [mlr3] Finished benchmark
## INFO [13:18:32.026] [bbotk] Result of batch 49:
## INFO [13:18:32.027] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.027] [bbotk] 240 0.01405436 2 0.6768868 0 0 0.105
## INFO [13:18:32.027] [bbotk] uhash
## INFO [13:18:32.027] [bbotk] c8f112f0-bd7a-402e-8447-cddcf6260ed8
## INFO [13:18:32.029] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.032] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.035] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.109] [mlr3] Finished benchmark
## INFO [13:18:32.130] [bbotk] Result of batch 50:
## INFO [13:18:32.131] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.131] [bbotk] 219 0.1287508 2 0.6910377 0 0 0.062
## INFO [13:18:32.131] [bbotk] uhash
## INFO [13:18:32.131] [bbotk] b938797d-aa92-4926-b798-bfc3ddc94be7
## INFO [13:18:32.133] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.142] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.145] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.179] [mlr3] Finished benchmark
## INFO [13:18:32.201] [bbotk] Result of batch 51:
## INFO [13:18:32.205] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.205] [bbotk] 82 0.0674354 2 0.6768868 0 0 0.03
## INFO [13:18:32.205] [bbotk] uhash
## INFO [13:18:32.205] [bbotk] af24acc7-2c76-4a29-a5a2-a388cbf91562
## INFO [13:18:32.208] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.212] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.215] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.330] [mlr3] Finished benchmark
## INFO [13:18:32.350] [bbotk] Result of batch 52:
## INFO [13:18:32.352] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.352] [bbotk] 500 0.06723281 1 0.6839623 0 0 0.111
## INFO [13:18:32.352] [bbotk] uhash
## INFO [13:18:32.352] [bbotk] e2efce06-4bef-4c94-b355-623fddadad0c
## INFO [13:18:32.353] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.359] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.365] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.521] [mlr3] Finished benchmark
## INFO [13:18:32.545] [bbotk] Result of batch 53:
## INFO [13:18:32.546] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.546] [bbotk] 156 0.0950229 5 0.6886792 0 0 0.143
## INFO [13:18:32.546] [bbotk] uhash
## INFO [13:18:32.546] [bbotk] f8a2ec31-2cb9-48e6-b9b4-01d67baca23a
## INFO [13:18:32.548] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.554] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.566] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.655] [mlr3] Finished benchmark
## INFO [13:18:32.677] [bbotk] Result of batch 54:
## INFO [13:18:32.679] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.679] [bbotk] 284 0.02696155 1 0.6839623 0 0 0.083
## INFO [13:18:32.679] [bbotk] uhash
## INFO [13:18:32.679] [bbotk] 85bd694c-aefb-4ee9-ba48-515c2e563baa
## INFO [13:18:32.683] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.689] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.694] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.211] [mlr3] Finished benchmark
## INFO [13:18:33.234] [bbotk] Result of batch 55:
## INFO [13:18:33.240] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:33.240] [bbotk] 406 0.1726052 6 0.6768868 0 0 0.495
## INFO [13:18:33.240] [bbotk] uhash
## INFO [13:18:33.240] [bbotk] 57808b00-5bf4-407a-ad86-972cc62e01bc
## INFO [13:18:33.243] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.248] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.251] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.279] [mlr3] Finished benchmark
## INFO [13:18:33.313] [bbotk] Result of batch 56:
## INFO [13:18:33.314] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:33.314] [bbotk] 15 0.1595808 3 0.6886792 0 0 0.022
## INFO [13:18:33.314] [bbotk] uhash
## INFO [13:18:33.314] [bbotk] 317faf97-e5b8-4dbd-8622-925452712e5e
## INFO [13:18:33.316] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.324] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.327] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.458] [mlr3] Finished benchmark
## INFO [13:18:33.618] [bbotk] Result of batch 57:
## INFO [13:18:33.620] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:33.620] [bbotk] 123 0.1563119 6 0.6910377 0 0 0.125
## INFO [13:18:33.620] [bbotk] uhash
## INFO [13:18:33.620] [bbotk] 48b705c7-dc45-4cc7-a6d6-b36183ed4956
## INFO [13:18:33.622] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.626] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.630] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.842] [mlr3] Finished benchmark
## INFO [13:18:33.856] [bbotk] Result of batch 58:
## INFO [13:18:33.860] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:33.860] [bbotk] 183 0.03881798 7 0.6768868 0 0 0.204
## INFO [13:18:33.860] [bbotk] uhash
## INFO [13:18:33.860] [bbotk] 02c5a628-dded-476a-bdb4-825e3f745614
## INFO [13:18:33.865] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.877] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.880] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:34.153] [mlr3] Finished benchmark
## INFO [13:18:34.200] [bbotk] Result of batch 59:
## INFO [13:18:34.204] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:34.204] [bbotk] 231 0.03366246 6 0.6910377 0 0 0.252
## INFO [13:18:34.204] [bbotk] uhash
## INFO [13:18:34.204] [bbotk] caa654ce-4874-4f30-8543-48625aef2ff2
## INFO [13:18:34.215] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.221] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.227] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:34.279] [mlr3] Finished benchmark
## INFO [13:18:34.325] [bbotk] Result of batch 60:
## INFO [13:18:34.327] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:34.327] [bbotk] 75 0.05828302 2 0.6839623 0 0 0.037
## INFO [13:18:34.327] [bbotk] uhash
## INFO [13:18:34.327] [bbotk] bd4914a2-238d-485a-8a90-ccffdb92f9da
## INFO [13:18:34.329] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.344] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.357] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:34.649] [mlr3] Finished benchmark
## INFO [13:18:34.672] [bbotk] Result of batch 61:
## INFO [13:18:34.722] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:34.722] [bbotk] 291 0.04755281 4 0.6957547 0 0 0.281
## INFO [13:18:34.722] [bbotk] uhash
## INFO [13:18:34.722] [bbotk] 71670bd5-388b-4bdd-b273-ccbbd24699c5
## INFO [13:18:34.728] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.741] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.755] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:35.602] [mlr3] Finished benchmark
## INFO [13:18:35.657] [bbotk] Result of batch 62:
## INFO [13:18:35.661] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:35.661] [bbotk] 497 0.1109709 10 0.6556604 0 0 0.831
## INFO [13:18:35.661] [bbotk] uhash
## INFO [13:18:35.661] [bbotk] cbc13823-5a8d-4519-b905-175549a07ccb
## INFO [13:18:35.664] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:35.675] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:35.680] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:35.858] [mlr3] Finished benchmark
## INFO [13:18:35.893] [bbotk] Result of batch 63:
## INFO [13:18:35.897] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:35.897] [bbotk] 310 0.1069406 3 0.7028302 0 0 0.17
## INFO [13:18:35.897] [bbotk] uhash
## INFO [13:18:35.897] [bbotk] 44781848-fbed-4cf0-b960-e36b78af95f0
## INFO [13:18:35.902] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:35.907] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:35.913] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.035] [mlr3] Finished benchmark
## INFO [13:18:36.069] [bbotk] Result of batch 64:
## INFO [13:18:36.071] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.071] [bbotk] 210 0.09202412 3 0.7028302 0 0 0.115
## INFO [13:18:36.071] [bbotk] uhash
## INFO [13:18:36.071] [bbotk] b1d1a94a-d55c-42e0-9c2b-e8b2c316ed95
## INFO [13:18:36.075] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.080] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.088] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.262] [mlr3] Finished benchmark
## INFO [13:18:36.284] [bbotk] Result of batch 65:
## INFO [13:18:36.288] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.288] [bbotk] 447 0.0635869 1 0.6839623 0 0 0.164
## INFO [13:18:36.288] [bbotk] uhash
## INFO [13:18:36.288] [bbotk] cf9f2989-a394-4945-866a-569ba22ef42c
## INFO [13:18:36.301] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.314] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.317] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.950] [mlr3] Finished benchmark
## INFO [13:18:36.992] [bbotk] Result of batch 66:
## INFO [13:18:36.995] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.995] [bbotk] 406 0.08520805 8 0.6839623 0 0 0.612
## INFO [13:18:36.995] [bbotk] uhash
## INFO [13:18:36.995] [bbotk] c1b775c2-e026-4fda-a599-4aa9080977f2
## INFO [13:18:37.008] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:37.021] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:37.025] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:37.170] [mlr3] Finished benchmark
## INFO [13:18:37.204] [bbotk] Result of batch 67:
## INFO [13:18:37.206] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:37.206] [bbotk] 77 0.01104576 10 0.6391509 0 0 0.136
## INFO [13:18:37.206] [bbotk] uhash
## INFO [13:18:37.206] [bbotk] 49518078-b620-43c8-afe0-6f372076d1bb
## INFO [13:18:37.209] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:37.219] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:37.224] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:37.375] [mlr3] Finished benchmark
## INFO [13:18:37.415] [bbotk] Result of batch 68:
## INFO [13:18:37.419] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:37.419] [bbotk] 344 0.01034792 1 0.6957547 0 0 0.139
## INFO [13:18:37.419] [bbotk] uhash
## INFO [13:18:37.419] [bbotk] 178b1289-9487-45b9-9482-5bc2760add7e
## INFO [13:18:37.421] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:37.430] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:37.452] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:38.189] [mlr3] Finished benchmark
## INFO [13:18:38.284] [bbotk] Result of batch 69:
## INFO [13:18:38.290] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:38.290] [bbotk] 482 0.1298303 6 0.6816038 0 0 0.716
## INFO [13:18:38.290] [bbotk] uhash
## INFO [13:18:38.290] [bbotk] bbb5c00b-eff5-4bcf-8d49-9ca6cf94ade2
## INFO [13:18:38.294] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:38.323] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:38.332] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:38.439] [mlr3] Finished benchmark
## INFO [13:18:38.471] [bbotk] Result of batch 70:
## INFO [13:18:38.486] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:38.486] [bbotk] 177 0.09893236 2 0.7028302 0 0 0.092
## INFO [13:18:38.486] [bbotk] uhash
## INFO [13:18:38.486] [bbotk] 4eae5560-7b8c-4ce8-a931-c99fd591a8f5
## INFO [13:18:38.500] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:38.518] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:38.539] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:39.731] [mlr3] Finished benchmark
## INFO [13:18:39.792] [bbotk] Result of batch 71:
## INFO [13:18:39.802] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:39.802] [bbotk] 391 0.1050382 10 0.6910377 0 0 1.095
## INFO [13:18:39.802] [bbotk] uhash
## INFO [13:18:39.802] [bbotk] fefd49ea-18f3-4e23-9681-c8049d4e7d7f
## INFO [13:18:39.811] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:39.822] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:39.831] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:40.302] [mlr3] Finished benchmark
## INFO [13:18:40.381] [bbotk] Result of batch 72:
## INFO [13:18:40.382] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:40.382] [bbotk] 248 0.1607691 10 0.6698113 0 0 0.441
## INFO [13:18:40.382] [bbotk] uhash
## INFO [13:18:40.382] [bbotk] 067248ba-bf55-4a8f-bd87-2165c4dcacb9
## INFO [13:18:40.385] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:40.389] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:40.393] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:40.870] [mlr3] Finished benchmark
## INFO [13:18:40.941] [bbotk] Result of batch 73:
## INFO [13:18:40.943] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:40.943] [bbotk] 434 0.1633791 6 0.6721698 0 0 0.461
## INFO [13:18:40.943] [bbotk] uhash
## INFO [13:18:40.943] [bbotk] aec69cb2-da87-4b02-a9a0-d6beba197550
## INFO [13:18:40.948] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:40.992] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.001] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.222] [mlr3] Finished benchmark
## INFO [13:18:41.264] [bbotk] Result of batch 74:
## INFO [13:18:41.266] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.266] [bbotk] 472 0.1728648 2 0.6792453 0 0 0.212
## INFO [13:18:41.266] [bbotk] uhash
## INFO [13:18:41.266] [bbotk] 13e4479b-dd21-4969-a264-1446198698df
## INFO [13:18:41.269] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.274] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.283] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.600] [mlr3] Finished benchmark
## INFO [13:18:41.635] [bbotk] Result of batch 75:
## INFO [13:18:41.649] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.649] [bbotk] 192 0.1128671 8 0.6816038 0 0 0.307
## INFO [13:18:41.649] [bbotk] uhash
## INFO [13:18:41.649] [bbotk] fb07c6da-8bb1-49e9-8699-dd1f344eb093
## INFO [13:18:41.654] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.660] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.664] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.342] [mlr3] Finished benchmark
## INFO [13:18:42.383] [bbotk] Result of batch 76:
## INFO [13:18:42.385] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.385] [bbotk] 368 0.05380734 9 0.6910377 0 0 0.666
## INFO [13:18:42.385] [bbotk] uhash
## INFO [13:18:42.385] [bbotk] 80bb7260-9dca-472d-aa2b-ed4217248bda
## INFO [13:18:42.388] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.405] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.414] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.501] [mlr3] Finished benchmark
## INFO [13:18:42.527] [bbotk] Result of batch 77:
## INFO [13:18:42.529] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.529] [bbotk] 89 0.09141232 3 0.7122642 0 0 0.081
## INFO [13:18:42.529] [bbotk] uhash
## INFO [13:18:42.529] [bbotk] 2e4e252c-8393-4097-b412-df39a11baf47
## INFO [13:18:42.531] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.536] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.539] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.732] [mlr3] Finished benchmark
## INFO [13:18:42.753] [bbotk] Result of batch 78:
## INFO [13:18:42.755] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.755] [bbotk] 224 0.06176811 4 0.6816038 0 0 0.183
## INFO [13:18:42.755] [bbotk] uhash
## INFO [13:18:42.755] [bbotk] b48ccd78-bd1e-4c69-ae51-0fb74063c785
## INFO [13:18:42.766] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.778] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.782] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.105] [mlr3] Finished benchmark
## INFO [13:18:43.172] [bbotk] Result of batch 79:
## INFO [13:18:43.174] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:43.174] [bbotk] 213 0.1622385 8 0.6674528 0 0 0.308
## INFO [13:18:43.174] [bbotk] uhash
## INFO [13:18:43.174] [bbotk] a83f5155-34fc-4604-9c8a-450c0408950c
## INFO [13:18:43.178] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.184] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.188] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.738] [mlr3] Finished benchmark
## INFO [13:18:43.779] [bbotk] Result of batch 80:
## INFO [13:18:43.783] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:43.783] [bbotk] 393 0.1605886 10 0.6839623 0 0 0.497
## INFO [13:18:43.783] [bbotk] uhash
## INFO [13:18:43.783] [bbotk] 3eb0797c-c63a-49be-8b39-7bfb0a534c73
## INFO [13:18:43.788] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.796] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.799] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.910] [mlr3] Finished benchmark
## INFO [13:18:44.034] [bbotk] Result of batch 81:
## INFO [13:18:44.039] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:44.039] [bbotk] 205 0.03074048 3 0.6886792 0 0 0.103
## INFO [13:18:44.039] [bbotk] uhash
## INFO [13:18:44.039] [bbotk] 4bc415a3-cb07-40f3-ac78-117c9b605746
## INFO [13:18:44.047] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.055] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:44.060] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:44.691] [mlr3] Finished benchmark
## INFO [13:18:44.762] [bbotk] Result of batch 82:
## INFO [13:18:44.767] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:44.767] [bbotk] 322 0.1414173 8 0.6816038 0 0 0.612
## INFO [13:18:44.767] [bbotk] uhash
## INFO [13:18:44.767] [bbotk] 77f9daa5-be9b-4ae4-ad36-2137af4888eb
## INFO [13:18:44.780] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.789] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:44.797] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:44.908] [mlr3] Finished benchmark
## INFO [13:18:44.941] [bbotk] Result of batch 83:
## INFO [13:18:44.985] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:44.985] [bbotk] 95 0.06718956 6 0.6886792 0 0 0.105
## INFO [13:18:44.985] [bbotk] uhash
## INFO [13:18:44.985] [bbotk] bb4b980c-371e-4c37-b88a-d4eef1f21768
## INFO [13:18:44.988] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.995] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.006] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:45.059] [mlr3] Finished benchmark
## INFO [13:18:45.094] [bbotk] Result of batch 84:
## INFO [13:18:45.098] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:45.098] [bbotk] 50 0.07141092 2 0.6839623 0 0 0.042
## INFO [13:18:45.098] [bbotk] uhash
## INFO [13:18:45.098] [bbotk] 5fb88658-3047-45e8-b2d0-a61592b5b477
## INFO [13:18:45.101] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:45.105] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.108] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:45.383] [mlr3] Finished benchmark
## INFO [13:18:45.476] [bbotk] Result of batch 85:
## INFO [13:18:45.487] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:45.487] [bbotk] 110 0.1528614 10 0.6603774 0 0 0.261
## INFO [13:18:45.487] [bbotk] uhash
## INFO [13:18:45.487] [bbotk] 21326391-22be-4b49-a85b-08b16b253073
## INFO [13:18:45.494] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:45.502] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.519] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:45.811] [mlr3] Finished benchmark
## INFO [13:18:45.858] [bbotk] Result of batch 86:
## INFO [13:18:45.863] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:45.863] [bbotk] 139 0.09554756 9 0.6839623 0 0 0.283
## INFO [13:18:45.863] [bbotk] uhash
## INFO [13:18:45.863] [bbotk] d20c5f61-ef5e-4db4-bc83-771eb926fda3
## INFO [13:18:45.884] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:45.899] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.903] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.318] [mlr3] Finished benchmark
## INFO [13:18:46.393] [bbotk] Result of batch 87:
## INFO [13:18:46.395] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:46.395] [bbotk] 340 0.166496 6 0.6603774 0 0 0.408
## INFO [13:18:46.395] [bbotk] uhash
## INFO [13:18:46.395] [bbotk] 99c7ba2c-f5a7-4d80-81fe-07778755b605
## INFO [13:18:46.400] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.464] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.471] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.605] [mlr3] Finished benchmark
## INFO [13:18:46.628] [bbotk] Result of batch 88:
## INFO [13:18:46.630] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:46.630] [bbotk] 339 0.1154021 2 0.6792453 0 0 0.127
## INFO [13:18:46.630] [bbotk] uhash
## INFO [13:18:46.630] [bbotk] 52bec81e-5b25-486a-9b0f-2eb503d2fec7
## INFO [13:18:46.636] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.647] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.651] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.674] [mlr3] Finished benchmark
## INFO [13:18:46.726] [bbotk] Result of batch 89:
## INFO [13:18:46.727] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:46.727] [bbotk] 29 0.1611551 2 0.6816038 0 0 0.016
## INFO [13:18:46.727] [bbotk] uhash
## INFO [13:18:46.727] [bbotk] b4d4ecd0-fc40-401a-946c-779e14b73df1
## INFO [13:18:46.730] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.738] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.742] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.775] [mlr3] Finished benchmark
## INFO [13:18:47.849] [bbotk] Result of batch 90:
## INFO [13:18:47.854] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:47.854] [bbotk] 480 0.05025419 10 0.6768868 0 0 1.017
## INFO [13:18:47.854] [bbotk] uhash
## INFO [13:18:47.854] [bbotk] 183eca82-a21e-4970-83ac-8ebb1c5b6a6c
## INFO [13:18:47.863] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.869] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.873] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.954] [mlr3] Finished benchmark
## INFO [13:18:47.989] [bbotk] Result of batch 91:
## INFO [13:18:48.021] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:48.021] [bbotk] 70 0.07117586 5 0.7004717 0 0 0.069
## INFO [13:18:48.021] [bbotk] uhash
## INFO [13:18:48.021] [bbotk] f65e000c-f924-40e0-9033-0f358ac72cda
## INFO [13:18:48.024] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.028] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.034] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.378] [mlr3] Finished benchmark
## INFO [13:18:48.398] [bbotk] Result of batch 92:
## INFO [13:18:48.400] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:48.400] [bbotk] 468 0.08304889 4 0.6933962 0 0 0.334
## INFO [13:18:48.400] [bbotk] uhash
## INFO [13:18:48.400] [bbotk] 8c2fe3c8-2480-4ad6-8d88-32d451c3c080
## INFO [13:18:48.407] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.426] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.436] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.547] [mlr3] Finished benchmark
## INFO [13:18:48.580] [bbotk] Result of batch 93:
## INFO [13:18:48.582] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:48.582] [bbotk] 321 0.07941712 1 0.6839623 0 0 0.101
## INFO [13:18:48.582] [bbotk] uhash
## INFO [13:18:48.582] [bbotk] 56bfa58f-39ad-4b55-9169-3d70b505e9ba
## INFO [13:18:48.585] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.591] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.594] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.724] [mlr3] Finished benchmark
## INFO [13:18:48.740] [bbotk] Result of batch 94:
## INFO [13:18:48.746] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:48.746] [bbotk] 184 0.09294087 5 0.6981132 0 0 0.12
## INFO [13:18:48.746] [bbotk] uhash
## INFO [13:18:48.746] [bbotk] 7a5ec759-301b-450e-955a-67aa5f0f98b1
## INFO [13:18:48.758] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.768] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.771] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.971] [mlr3] Finished benchmark
## INFO [13:18:49.026] [bbotk] Result of batch 95:
## INFO [13:18:49.027] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.027] [bbotk] 107 0.04053399 8 0.6768868 0 0 0.194
## INFO [13:18:49.027] [bbotk] uhash
## INFO [13:18:49.027] [bbotk] 222338b5-fe87-46bb-960f-708a39622aea
## INFO [13:18:49.033] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.042] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.047] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.370] [mlr3] Finished benchmark
## INFO [13:18:49.400] [bbotk] Result of batch 96:
## INFO [13:18:49.406] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.406] [bbotk] 247 0.08146582 8 0.6603774 0 0 0.314
## INFO [13:18:49.406] [bbotk] uhash
## INFO [13:18:49.406] [bbotk] 2d406c39-7dfe-40df-bbc8-eebb1b1dafd3
## INFO [13:18:49.409] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.413] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.416] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.989] [mlr3] Finished benchmark
## INFO [13:18:50.026] [bbotk] Result of batch 97:
## INFO [13:18:50.028] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.028] [bbotk] 395 0.1646181 10 0.6886792 0 0 0.566
## INFO [13:18:50.028] [bbotk] uhash
## INFO [13:18:50.028] [bbotk] 0ab16632-3c1e-473e-9b3b-f061affe36c5
## INFO [13:18:50.031] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.036] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.053] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.271] [mlr3] Finished benchmark
## INFO [13:18:50.333] [bbotk] Result of batch 98:
## INFO [13:18:50.336] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.336] [bbotk] 73 0.07210173 10 0.6745283 0 0 0.202
## INFO [13:18:50.336] [bbotk] uhash
## INFO [13:18:50.336] [bbotk] c5d6bbcf-eec3-4076-9547-6b084fb2d094
## INFO [13:18:50.339] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.353] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.362] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.932] [mlr3] Finished benchmark
## INFO [13:18:50.948] [bbotk] Result of batch 99:
## INFO [13:18:50.950] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.950] [bbotk] 369 0.1527972 9 0.6957547 0 0 0.558
## INFO [13:18:50.950] [bbotk] uhash
## INFO [13:18:50.950] [bbotk] ac09654f-ab58-46b2-aa2a-d956583ff169
## INFO [13:18:50.958] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.975] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.978] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.057] [mlr3] Finished benchmark
## INFO [13:18:51.081] [bbotk] Result of batch 100:
## INFO [13:18:51.094] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:51.094] [bbotk] 131 0.1191635 4 0.6910377 0 0 0.073
## INFO [13:18:51.094] [bbotk] uhash
## INFO [13:18:51.094] [bbotk] cf0853a5-fa24-4010-b3f0-60149d8a6577
## INFO [13:18:51.104] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.110] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.114] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.197] [mlr3] Finished benchmark
## INFO [13:18:51.212] [bbotk] Result of batch 101:
## INFO [13:18:51.214] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:51.214] [bbotk] 45 0.07408289 6 0.6863208 0 0 0.07
## INFO [13:18:51.214] [bbotk] uhash
## INFO [13:18:51.214] [bbotk] 88481a44-ee4d-4a9b-905e-802fe016be85
## INFO [13:18:51.216] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.220] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.223] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.952] [mlr3] Finished benchmark
## INFO [13:18:51.992] [bbotk] Result of batch 102:
## INFO [13:18:51.994] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:51.994] [bbotk] 463 0.04204077 8 0.6839623 0 0 0.688
## INFO [13:18:51.994] [bbotk] uhash
## INFO [13:18:51.994] [bbotk] 5431b793-b955-4ed9-9096-bf15608228e2
## INFO [13:18:52.010] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.022] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.026] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.295] [mlr3] Finished benchmark
## INFO [13:18:52.320] [bbotk] Result of batch 103:
## INFO [13:18:52.322] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.322] [bbotk] 276 0.00852621 5 0.6886792 0 0 0.239
## INFO [13:18:52.322] [bbotk] uhash
## INFO [13:18:52.322] [bbotk] 74d8bc9f-e8a3-4560-bd81-2bde6c38553f
## INFO [13:18:52.324] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.328] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.331] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.426] [mlr3] Finished benchmark
## INFO [13:18:52.449] [bbotk] Result of batch 104:
## INFO [13:18:52.451] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.451] [bbotk] 375 0.1267712 1 0.6886792 0 0 0.087
## INFO [13:18:52.451] [bbotk] uhash
## INFO [13:18:52.451] [bbotk] 362b10c6-b080-4d62-b283-a94b06cd2885
## INFO [13:18:52.453] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.462] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.467] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.676] [mlr3] Finished benchmark
## INFO [13:18:52.723] [bbotk] Result of batch 105:
## INFO [13:18:52.728] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.728] [bbotk] 118 0.1387966 9 0.6910377 0 0 0.194
## INFO [13:18:52.728] [bbotk] uhash
## INFO [13:18:52.728] [bbotk] 87518013-4e8e-4c99-b724-7097c5e7fd19
## INFO [13:18:52.736] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.752] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.756] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.015] [mlr3] Finished benchmark
## INFO [13:18:53.055] [bbotk] Result of batch 106:
## INFO [13:18:53.057] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.057] [bbotk] 157 0.04310751 8 0.6745283 0 0 0.25
## INFO [13:18:53.057] [bbotk] uhash
## INFO [13:18:53.057] [bbotk] c72d0364-1308-45d1-85df-d63a61bb6ce4
## INFO [13:18:53.105] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.113] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.120] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.398] [mlr3] Finished benchmark
## INFO [13:18:53.422] [bbotk] Result of batch 107:
## INFO [13:18:53.427] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.427] [bbotk] 301 0.1419877 6 0.6886792 0 0 0.272
## INFO [13:18:53.427] [bbotk] uhash
## INFO [13:18:53.427] [bbotk] 0aa1679f-101d-45be-a277-163a330a316a
## INFO [13:18:53.430] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.441] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.445] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.738] [mlr3] Finished benchmark
## INFO [13:18:53.768] [bbotk] Result of batch 108:
## INFO [13:18:53.771] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.771] [bbotk] 442 0.1152849 4 0.6933962 0 0 0.285
## INFO [13:18:53.771] [bbotk] uhash
## INFO [13:18:53.771] [bbotk] bdaabafa-ab8e-459f-94c7-21b43c73c86f
## INFO [13:18:53.774] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.780] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.789] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.459] [mlr3] Finished benchmark
## INFO [13:18:54.485] [bbotk] Result of batch 109:
## INFO [13:18:54.487] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:54.487] [bbotk] 358 0.08131626 8 0.6792453 0 0 0.656
## INFO [13:18:54.487] [bbotk] uhash
## INFO [13:18:54.487] [bbotk] f5fa63ad-8260-4b38-92e9-42f755e47919
## INFO [13:18:54.494] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.510] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.514] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.675] [mlr3] Finished benchmark
## INFO [13:18:54.706] [bbotk] Result of batch 110:
## INFO [13:18:54.708] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:54.708] [bbotk] 467 0.1744608 1 0.6839623 0 0 0.157
## INFO [13:18:54.708] [bbotk] uhash
## INFO [13:18:54.708] [bbotk] a8528033-796b-4c89-8525-1ab334707839
## INFO [13:18:54.722] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.727] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.730] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.950] [mlr3] Finished benchmark
## INFO [13:18:54.966] [bbotk] Result of batch 111:
## INFO [13:18:54.968] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:54.968] [bbotk] 192 0.06790867 7 0.7004717 0 0 0.213
## INFO [13:18:54.968] [bbotk] uhash
## INFO [13:18:54.968] [bbotk] 6d6774d6-47ce-4a53-b1fa-2d8b929d05b9
## INFO [13:18:54.976] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.984] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.988] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:55.523] [mlr3] Finished benchmark
## INFO [13:18:55.567] [bbotk] Result of batch 112:
## INFO [13:18:55.569] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:55.569] [bbotk] 472 0.0200606 6 0.6839623 0 0 0.526
## INFO [13:18:55.569] [bbotk] uhash
## INFO [13:18:55.569] [bbotk] af3bfa15-18d3-45b7-8fc8-eb0dbd5fb292
## INFO [13:18:55.572] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:55.578] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:55.583] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.011] [mlr3] Finished benchmark
## INFO [13:18:56.122] [bbotk] Result of batch 113:
## INFO [13:18:56.124] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.124] [bbotk] 252 0.08511767 10 0.6650943 0 0 0.421
## INFO [13:18:56.124] [bbotk] uhash
## INFO [13:18:56.124] [bbotk] 355d8678-e168-45b6-b51f-22379ea7da55
## INFO [13:18:56.131] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.135] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.140] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.387] [mlr3] Finished benchmark
## INFO [13:18:56.415] [bbotk] Result of batch 114:
## INFO [13:18:56.427] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.427] [bbotk] 157 0.1032277 8 0.6816038 0 0 0.239
## INFO [13:18:56.427] [bbotk] uhash
## INFO [13:18:56.427] [bbotk] a4489a39-7b58-4cc2-af7f-c988f29c977a
## INFO [13:18:56.431] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.441] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.449] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.597] [mlr3] Finished benchmark
## INFO [13:18:56.624] [bbotk] Result of batch 115:
## INFO [13:18:56.626] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.626] [bbotk] 321 0.1506535 2 0.6910377 0 0 0.138
## INFO [13:18:56.626] [bbotk] uhash
## INFO [13:18:56.626] [bbotk] 4fe5b9c4-f637-43a1-86d6-2b702f3d41bc
## INFO [13:18:56.628] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.646] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.657] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.877] [mlr3] Finished benchmark
## INFO [13:18:56.903] [bbotk] Result of batch 116:
## INFO [13:18:56.905] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.905] [bbotk] 93 0.01128508 10 0.6320755 0 0 0.211
## INFO [13:18:56.905] [bbotk] uhash
## INFO [13:18:56.905] [bbotk] c29a806b-d61f-4996-9c29-28c624b0521b
## INFO [13:18:56.910] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.923] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.929] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.418] [mlr3] Finished benchmark
## INFO [13:18:57.474] [bbotk] Result of batch 117:
## INFO [13:18:57.476] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:57.476] [bbotk] 309 0.1495601 9 0.6650943 0 0 0.474
## INFO [13:18:57.476] [bbotk] uhash
## INFO [13:18:57.476] [bbotk] 26be0be0-7d87-4a50-b4f2-6d10f6ae5931
## INFO [13:18:57.479] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:57.487] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:57.498] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.065] [mlr3] Finished benchmark
## INFO [13:18:58.100] [bbotk] Result of batch 118:
## INFO [13:18:58.102] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:58.102] [bbotk] 417 0.1024684 9 0.6816038 0 0 0.543
## INFO [13:18:58.102] [bbotk] uhash
## INFO [13:18:58.102] [bbotk] cf43a25b-1a70-411d-811f-de76c77f0302
## INFO [13:18:58.105] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.110] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.125] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.510] [mlr3] Finished benchmark
## INFO [13:18:58.561] [bbotk] Result of batch 119:
## INFO [13:18:58.564] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:58.564] [bbotk] 414 0.1528201 6 0.6957547 0 0 0.378
## INFO [13:18:58.564] [bbotk] uhash
## INFO [13:18:58.564] [bbotk] 875833f9-7864-4a66-b349-f505b4227414
## INFO [13:18:58.567] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.573] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.576] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.149] [mlr3] Finished benchmark
## INFO [13:18:59.271] [bbotk] Result of batch 120:
## INFO [13:18:59.277] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.277] [bbotk] 445 0.1546376 10 0.6768868 0 0 0.563
## INFO [13:18:59.277] [bbotk] uhash
## INFO [13:18:59.277] [bbotk] c06ad7ff-db82-4b2f-82f7-6b996ae7ba26
## INFO [13:18:59.285] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.291] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.294] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.666] [mlr3] Finished benchmark
## INFO [13:18:59.705] [bbotk] Result of batch 121:
## INFO [13:18:59.710] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.710] [bbotk] 243 0.1636409 10 0.6816038 0 0 0.365
## INFO [13:18:59.710] [bbotk] uhash
## INFO [13:18:59.710] [bbotk] 915c408b-c32a-41ae-ad06-0ebec71a78d6
## INFO [13:18:59.713] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.717] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.721] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.752] [mlr3] Finished benchmark
## INFO [13:18:59.776] [bbotk] Result of batch 122:
## INFO [13:18:59.777] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.777] [bbotk] 86 0.04389989 1 0.6981132 0 0 0.026
## INFO [13:18:59.777] [bbotk] uhash
## INFO [13:18:59.777] [bbotk] 85241ca4-a88f-451b-bbe9-70942878c0a6
## INFO [13:18:59.780] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.794] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.799] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.945] [mlr3] Finished benchmark
## INFO [13:18:59.992] [bbotk] Result of batch 123:
## INFO [13:18:59.993] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.993] [bbotk] 88 0.1491712 10 0.6863208 0 0 0.141
## INFO [13:18:59.993] [bbotk] uhash
## INFO [13:18:59.993] [bbotk] 8f540ec7-fc3e-4368-923e-8b96a96907e7
## INFO [13:18:59.996] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.001] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.004] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.098] [mlr3] Finished benchmark
## INFO [13:19:00.151] [bbotk] Result of batch 124:
## INFO [13:19:00.154] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.154] [bbotk] 309 0.03020396 1 0.6863208 0 0 0.089
## INFO [13:19:00.154] [bbotk] uhash
## INFO [13:19:00.154] [bbotk] 0ceb139e-8335-46bc-9ddd-08ffc11fec18
## INFO [13:19:00.158] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.165] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.168] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.219] [mlr3] Finished benchmark
## INFO [13:19:00.244] [bbotk] Result of batch 125:
## INFO [13:19:00.248] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.248] [bbotk] 20 0.164491 10 0.6698113 0 0 0.042
## INFO [13:19:00.248] [bbotk] uhash
## INFO [13:19:00.248] [bbotk] 80b8555a-eccf-4acc-b5b7-c479cf5b8cce
## INFO [13:19:00.255] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.264] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.267] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.293] [mlr3] Finished benchmark
## INFO [13:19:00.309] [bbotk] Result of batch 126:
## INFO [13:19:00.310] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.310] [bbotk] 11 0.02922517 2 0.6533019 0 0 0.011
## INFO [13:19:00.310] [bbotk] uhash
## INFO [13:19:00.310] [bbotk] 22523c69-a131-4e9a-8d2c-f314ffc88c1f
## INFO [13:19:00.312] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.316] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.320] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.441] [mlr3] Finished benchmark
## INFO [13:19:00.456] [bbotk] Result of batch 127:
## INFO [13:19:00.458] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.458] [bbotk] 90 0.06178866 7 0.6863208 0 0 0.117
## INFO [13:19:00.458] [bbotk] uhash
## INFO [13:19:00.458] [bbotk] 2f74d4a0-31ab-4a39-95c2-a6594609e619
## INFO [13:19:00.460] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.470] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.476] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.607] [mlr3] Finished benchmark
## INFO [13:19:00.621] [bbotk] Result of batch 128:
## INFO [13:19:00.630] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.630] [bbotk] 92 0.1741475 8 0.6886792 0 0 0.122
## INFO [13:19:00.630] [bbotk] uhash
## INFO [13:19:00.630] [bbotk] a54dd454-5511-4b3e-b646-da1074a03caf
## INFO [13:19:00.636] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.673] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.676] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.939] [mlr3] Finished benchmark
## INFO [13:19:00.999] [bbotk] Result of batch 129:
## INFO [13:19:01.002] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:01.002] [bbotk] 335 0.1611091 4 0.6863208 0 0 0.248
## INFO [13:19:01.002] [bbotk] uhash
## INFO [13:19:01.002] [bbotk] 375cc992-ec22-4db5-a6d2-ea353500c2a8
## INFO [13:19:01.008] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:01.034] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:01.043] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:01.332] [mlr3] Finished benchmark
## INFO [13:19:01.359] [bbotk] Result of batch 130:
## INFO [13:19:01.361] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:01.361] [bbotk] 160 0.1699384 9 0.6768868 0 0 0.275
## INFO [13:19:01.361] [bbotk] uhash
## INFO [13:19:01.361] [bbotk] cd046fb6-85e2-4e47-8975-9a7c4684e151
## INFO [13:19:01.374] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:01.388] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:01.393] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:01.880] [mlr3] Finished benchmark
## INFO [13:19:01.962] [bbotk] Result of batch 131:
## INFO [13:19:01.978] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:01.978] [bbotk] 356 0.1455765 6 0.6792453 0 0 0.469
## INFO [13:19:01.978] [bbotk] uhash
## INFO [13:19:01.978] [bbotk] cc1425bc-5809-4514-9c2d-8b46dd6ae652
## INFO [13:19:01.985] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:01.998] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.007] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.104] [mlr3] Finished benchmark
## INFO [13:19:02.191] [bbotk] Result of batch 132:
## INFO [13:19:02.196] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.196] [bbotk] 192 0.1531056 2 0.6721698 0 0 0.088
## INFO [13:19:02.196] [bbotk] uhash
## INFO [13:19:02.196] [bbotk] 446baee1-b3ae-4652-b73f-58fc7023c470
## INFO [13:19:02.204] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.213] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.223] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.358] [mlr3] Finished benchmark
## INFO [13:19:02.395] [bbotk] Result of batch 133:
## INFO [13:19:02.397] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.397] [bbotk] 486 0.1388056 1 0.6886792 0 0 0.123
## INFO [13:19:02.397] [bbotk] uhash
## INFO [13:19:02.397] [bbotk] 95c4f186-c3d6-4258-8dd2-673dbca87e0f
## INFO [13:19:02.399] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.404] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.408] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.561] [mlr3] Finished benchmark
## INFO [13:19:02.628] [bbotk] Result of batch 134:
## INFO [13:19:02.630] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.630] [bbotk] 246 0.1439321 3 0.6957547 0 0 0.138
## INFO [13:19:02.630] [bbotk] uhash
## INFO [13:19:02.630] [bbotk] 83565b06-2bec-4089-9046-123c78be3a90
## INFO [13:19:02.635] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.659] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.672] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:03.227] [mlr3] Finished benchmark
## INFO [13:19:03.356] [bbotk] Result of batch 135:
## INFO [13:19:03.365] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:03.365] [bbotk] 288 0.1746211 7 0.6698113 0 0 0.52
## INFO [13:19:03.365] [bbotk] uhash
## INFO [13:19:03.365] [bbotk] 0b417b88-a2a5-4279-9956-d5626726d00a
## INFO [13:19:03.372] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:03.639] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:03.645] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:03.946] [mlr3] Finished benchmark
## INFO [13:19:04.049] [bbotk] Result of batch 136:
## INFO [13:19:04.070] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:04.070] [bbotk] 142 0.08891143 10 0.6816038 0 0 0.288
## INFO [13:19:04.070] [bbotk] uhash
## INFO [13:19:04.070] [bbotk] edbc91a3-a9ac-4d0e-81be-e923a9bc78bc
## INFO [13:19:04.084] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.116] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.123] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.266] [mlr3] Finished benchmark
## INFO [13:19:04.328] [bbotk] Result of batch 137:
## INFO [13:19:04.330] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:04.330] [bbotk] 49 0.02440646 9 0.6509434 0 0 0.131
## INFO [13:19:04.330] [bbotk] uhash
## INFO [13:19:04.330] [bbotk] 8a591aac-f47f-41cf-affd-1c53a5bb67a7
## INFO [13:19:04.333] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.339] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.350] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.402] [mlr3] Finished benchmark
## INFO [13:19:04.435] [bbotk] Result of batch 138:
## INFO [13:19:04.436] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:04.436] [bbotk] 158 0.01591313 1 0.6933962 0 0 0.045
## INFO [13:19:04.436] [bbotk] uhash
## INFO [13:19:04.436] [bbotk] 23e8c41d-9307-40f9-9b93-183d8025a535
## INFO [13:19:04.439] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.444] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.453] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.732] [mlr3] Finished benchmark
## INFO [13:19:04.755] [bbotk] Result of batch 139:
## INFO [13:19:04.762] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:04.762] [bbotk] 193 0.05130858 8 0.6768868 0 0 0.263
## INFO [13:19:04.762] [bbotk] uhash
## INFO [13:19:04.762] [bbotk] 2449c688-4b26-470b-86cd-f93564fd1507
## INFO [13:19:04.775] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.788] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.791] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.676] [mlr3] Finished benchmark
## INFO [13:19:05.704] [bbotk] Result of batch 140:
## INFO [13:19:05.706] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:05.706] [bbotk] 442 0.01503267 10 0.6792453 0 0 0.877
## INFO [13:19:05.706] [bbotk] uhash
## INFO [13:19:05.706] [bbotk] 774a5f62-d333-475f-85a0-e86dee21d588
## INFO [13:19:05.709] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.714] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.718] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.766] [mlr3] Finished benchmark
## INFO [13:19:05.784] [bbotk] Result of batch 141:
## INFO [13:19:05.787] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:05.787] [bbotk] 17 0.1384849 10 0.6792453 0 0 0.043
## INFO [13:19:05.787] [bbotk] uhash
## INFO [13:19:05.787] [bbotk] d95e4636-3c35-4e39-9be4-7588e81c21d3
## INFO [13:19:05.790] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.802] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.807] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.073] [mlr3] Finished benchmark
## INFO [13:19:06.106] [bbotk] Result of batch 142:
## INFO [13:19:06.108] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.108] [bbotk] 331 0.06310095 5 0.6839623 0 0 0.259
## INFO [13:19:06.108] [bbotk] uhash
## INFO [13:19:06.108] [bbotk] 707f1178-6395-4f6d-89fc-9b443ce39d8c
## INFO [13:19:06.111] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.116] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.119] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.327] [mlr3] Finished benchmark
## INFO [13:19:06.350] [bbotk] Result of batch 143:
## INFO [13:19:06.352] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.352] [bbotk] 129 0.1920136 9 0.6839623 0 0 0.201
## INFO [13:19:06.352] [bbotk] uhash
## INFO [13:19:06.352] [bbotk] 7fe9e0eb-3e2a-4667-8f26-c7522d2cdb8b
## INFO [13:19:06.355] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.359] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.363] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.503] [mlr3] Finished benchmark
## INFO [13:19:06.518] [bbotk] Result of batch 144:
## INFO [13:19:06.520] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.520] [bbotk] 282 0.1414781 3 0.6698113 0 0 0.136
## INFO [13:19:06.520] [bbotk] uhash
## INFO [13:19:06.520] [bbotk] cea137cb-fde6-4d97-a89e-8edf6db2906e
## INFO [13:19:06.522] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.526] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.529] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.043] [mlr3] Finished benchmark
## INFO [13:19:07.066] [bbotk] Result of batch 145:
## INFO [13:19:07.067] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.067] [bbotk] 475 0.1514988 8 0.6768868 0 0 0.509
## INFO [13:19:07.067] [bbotk] uhash
## INFO [13:19:07.067] [bbotk] e363eead-077a-4ece-ae76-c0b04b94d549
## INFO [13:19:07.070] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.074] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.078] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.103] [mlr3] Finished benchmark
## INFO [13:19:07.118] [bbotk] Result of batch 146:
## INFO [13:19:07.119] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.119] [bbotk] 15 0.02709863 5 0.6556604 0 0 0.021
## INFO [13:19:07.119] [bbotk] uhash
## INFO [13:19:07.119] [bbotk] 13948bf1-9190-4214-beb5-df3def93659f
## INFO [13:19:07.121] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.125] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.128] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.429] [mlr3] Finished benchmark
## INFO [13:19:07.453] [bbotk] Result of batch 147:
## INFO [13:19:07.455] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.455] [bbotk] 174 0.03058513 8 0.6674528 0 0 0.296
## INFO [13:19:07.455] [bbotk] uhash
## INFO [13:19:07.455] [bbotk] 16ff9038-1c88-486c-80cd-4e5c4d056ae4
## INFO [13:19:07.457] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.462] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.478] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.722] [mlr3] Finished benchmark
## INFO [13:19:07.760] [bbotk] Result of batch 148:
## INFO [13:19:07.769] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.769] [bbotk] 496 0.05925402 2 0.6745283 0 0 0.22
## INFO [13:19:07.769] [bbotk] uhash
## INFO [13:19:07.769] [bbotk] b06599eb-785e-498a-95a4-278fee4f6e1a
## INFO [13:19:07.772] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.777] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.781] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.990] [mlr3] Finished benchmark
## INFO [13:19:08.009] [bbotk] Result of batch 149:
## INFO [13:19:08.011] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.011] [bbotk] 436 0.1942344 2 0.6745283 0 0 0.193
## INFO [13:19:08.011] [bbotk] uhash
## INFO [13:19:08.011] [bbotk] 01a9f463-0a3a-4acc-ad9f-8c8bcbc0e65d
## INFO [13:19:08.013] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.025] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.029] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.108] [mlr3] Finished benchmark
## INFO [13:19:08.128] [bbotk] Result of batch 150:
## INFO [13:19:08.132] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.132] [bbotk] 278 0.04852912 1 0.6839623 0 0 0.073
## INFO [13:19:08.132] [bbotk] uhash
## INFO [13:19:08.132] [bbotk] 0fd9caaf-0c01-4cf5-a79e-69b34a3f3f1e
## INFO [13:19:08.138] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.149] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.152] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.234] [mlr3] Finished benchmark
## INFO [13:19:08.293] [bbotk] Result of batch 151:
## INFO [13:19:08.297] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.297] [bbotk] 39 0.1347848 9 0.6863208 0 0 0.075
## INFO [13:19:08.297] [bbotk] uhash
## INFO [13:19:08.297] [bbotk] 946f4ea0-dd4f-4215-beee-a0ff6bc4768d
## INFO [13:19:08.306] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.311] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.314] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.450] [mlr3] Finished benchmark
## INFO [13:19:08.473] [bbotk] Result of batch 152:
## INFO [13:19:08.476] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.476] [bbotk] 265 0.1770654 3 0.6816038 0 0 0.129
## INFO [13:19:08.476] [bbotk] uhash
## INFO [13:19:08.476] [bbotk] 9bebf629-8a77-4d3f-b801-b22a420ad765
## INFO [13:19:08.478] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.485] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.488] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.677] [mlr3] Finished benchmark
## INFO [13:19:08.701] [bbotk] Result of batch 153:
## INFO [13:19:08.703] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.703] [bbotk] 318 0.1407423 4 0.6792453 0 0 0.184
## INFO [13:19:08.703] [bbotk] uhash
## INFO [13:19:08.703] [bbotk] 5b7aab06-889f-495c-a585-731120127c72
## INFO [13:19:08.705] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.713] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.720] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.888] [mlr3] Finished benchmark
## INFO [13:19:08.933] [bbotk] Result of batch 154:
## INFO [13:19:08.944] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.944] [bbotk] 299 0.003829305 3 0.6792453 0 0 0.16
## INFO [13:19:08.944] [bbotk] uhash
## INFO [13:19:08.944] [bbotk] 4c0f12b9-1449-4da2-838f-b05bfda25bcc
## INFO [13:19:08.953] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.963] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.970] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.280] [mlr3] Finished benchmark
## INFO [13:19:09.302] [bbotk] Result of batch 155:
## INFO [13:19:09.303] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:09.303] [bbotk] 296 0.1356035 5 0.6768868 0 0 0.304
## INFO [13:19:09.303] [bbotk] uhash
## INFO [13:19:09.303] [bbotk] a93615c0-3476-4589-82cc-a29f38d0ad78
## INFO [13:19:09.305] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.309] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.315] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.610] [mlr3] Finished benchmark
## INFO [13:19:09.636] [bbotk] Result of batch 156:
## INFO [13:19:09.639] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:09.639] [bbotk] 233 0.1290852 8 0.6839623 0 0 0.288
## INFO [13:19:09.639] [bbotk] uhash
## INFO [13:19:09.639] [bbotk] 97cbd757-476c-4b86-b2d8-11c039831907
## INFO [13:19:09.647] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.654] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.662] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.751] [mlr3] Finished benchmark
## INFO [13:19:09.773] [bbotk] Result of batch 157:
## INFO [13:19:09.778] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:09.778] [bbotk] 354 0.09162736 1 0.6816038 0 0 0.083
## INFO [13:19:09.778] [bbotk] uhash
## INFO [13:19:09.778] [bbotk] 2731c991-cdd7-44c8-853a-39b900226334
## INFO [13:19:09.783] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.792] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.795] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.217] [mlr3] Finished benchmark
## INFO [13:19:10.240] [bbotk] Result of batch 158:
## INFO [13:19:10.243] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.243] [bbotk] 334 0.1914755 8 0.6910377 0 0 0.416
## INFO [13:19:10.243] [bbotk] uhash
## INFO [13:19:10.243] [bbotk] 16155cdf-7503-4c44-8baf-45341177c726
## INFO [13:19:10.262] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.272] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.280] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.480] [mlr3] Finished benchmark
## INFO [13:19:10.504] [bbotk] Result of batch 159:
## INFO [13:19:10.505] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.505] [bbotk] 466 0.1842658 3 0.6933962 0 0 0.191
## INFO [13:19:10.505] [bbotk] uhash
## INFO [13:19:10.505] [bbotk] 3cc85c38-2450-49e0-a31b-672756d8b212
## INFO [13:19:10.509] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.518] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.521] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.928] [mlr3] Finished benchmark
## INFO [13:19:10.959] [bbotk] Result of batch 160:
## INFO [13:19:10.962] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.962] [bbotk] 477 0.1607642 5 0.6863208 0 0 0.399
## INFO [13:19:10.962] [bbotk] uhash
## INFO [13:19:10.962] [bbotk] fc874989-524e-4d35-acaf-11d00c0d042b
## INFO [13:19:10.970] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.987] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.991] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.060] [mlr3] Finished benchmark
## INFO [13:19:11.079] [bbotk] Result of batch 161:
## INFO [13:19:11.081] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.081] [bbotk] 190 0.1878436 2 0.6816038 0 0 0.062
## INFO [13:19:11.081] [bbotk] uhash
## INFO [13:19:11.081] [bbotk] c7a2471a-db66-43fe-9d4e-009b2a763b37
## INFO [13:19:11.083] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.094] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.097] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.791] [mlr3] Finished benchmark
## INFO [13:19:11.826] [bbotk] Result of batch 162:
## INFO [13:19:11.828] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.828] [bbotk] 415 0.042078 9 0.6957547 0 0 0.684
## INFO [13:19:11.828] [bbotk] uhash
## INFO [13:19:11.828] [bbotk] 3313731f-8263-4011-b818-6e174fab6753
## INFO [13:19:11.832] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.846] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.850] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.964] [mlr3] Finished benchmark
## INFO [13:19:12.004] [bbotk] Result of batch 163:
## INFO [13:19:12.006] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:12.006] [bbotk] 126 0.1163281 5 0.6816038 0 0 0.106
## INFO [13:19:12.006] [bbotk] uhash
## INFO [13:19:12.006] [bbotk] e08060fc-907e-4fc6-bc0e-cc5b1f19ceb0
## INFO [13:19:12.008] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:12.015] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:12.027] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:12.392] [mlr3] Finished benchmark
## INFO [13:19:12.415] [bbotk] Result of batch 164:
## INFO [13:19:12.416] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:12.416] [bbotk] 319 0.0291887 6 0.6886792 0 0 0.354
## INFO [13:19:12.416] [bbotk] uhash
## INFO [13:19:12.416] [bbotk] ece7b632-7514-442e-84da-034b61497a09
## INFO [13:19:12.419] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:12.424] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:12.428] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:12.611] [mlr3] Finished benchmark
## INFO [13:19:12.644] [bbotk] Result of batch 165:
## INFO [13:19:12.646] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:12.646] [bbotk] 338 0.08406265 3 0.7028302 0 0 0.164
## INFO [13:19:12.646] [bbotk] uhash
## INFO [13:19:12.646] [bbotk] 332029fa-8c43-4e22-b083-eb6cf60e3904
## INFO [13:19:12.663] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:12.695] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:12.704] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:12.737] [mlr3] Finished benchmark
## INFO [13:19:12.751] [bbotk] Result of batch 166:
## INFO [13:19:12.752] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:12.752] [bbotk] 37 0.1743865 4 0.6981132 0 0 0.029
## INFO [13:19:12.752] [bbotk] uhash
## INFO [13:19:12.752] [bbotk] 21006284-882b-41a1-b04f-64ae35adb1a6
## INFO [13:19:12.756] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:12.771] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:12.778] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.155] [mlr3] Finished benchmark
## INFO [13:19:13.188] [bbotk] Result of batch 167:
## INFO [13:19:13.189] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.189] [bbotk] 283 0.1923611 10 0.6650943 0 0 0.371
## INFO [13:19:13.189] [bbotk] uhash
## INFO [13:19:13.189] [bbotk] 543c0a97-fedc-4d1b-9565-cbb3f0fea5ff
## INFO [13:19:13.192] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.196] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.199] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.217] [mlr3] Finished benchmark
## INFO [13:19:13.250] [bbotk] Result of batch 168:
## INFO [13:19:13.252] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.252] [bbotk] 6 0.003217217 7 0.6226415 0 0 0.013
## INFO [13:19:13.252] [bbotk] uhash
## INFO [13:19:13.252] [bbotk] a600a8e7-5f76-482f-94db-1e54f5554542
## INFO [13:19:13.258] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.265] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.267] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.350] [mlr3] Finished benchmark
## INFO [13:19:13.371] [bbotk] Result of batch 169:
## INFO [13:19:13.373] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.373] [bbotk] 231 0.04118335 2 0.6910377 0 0 0.078
## INFO [13:19:13.373] [bbotk] uhash
## INFO [13:19:13.373] [bbotk] 3b0cee64-6a9c-44f9-923a-b2e7dc5315ef
## INFO [13:19:13.375] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.379] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.389] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.625] [mlr3] Finished benchmark
## INFO [13:19:13.659] [bbotk] Result of batch 170:
## INFO [13:19:13.661] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.661] [bbotk] 144 0.172736 10 0.6792453 0 0 0.225
## INFO [13:19:13.661] [bbotk] uhash
## INFO [13:19:13.661] [bbotk] 0126c91b-6f54-4390-b97b-0de8b249d546
## INFO [13:19:13.663] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.668] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.676] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.253] [mlr3] Finished benchmark
## INFO [13:19:14.273] [bbotk] Result of batch 171:
## INFO [13:19:14.278] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.278] [bbotk] 399 0.1940087 8 0.6674528 0 0 0.563
## INFO [13:19:14.278] [bbotk] uhash
## INFO [13:19:14.278] [bbotk] 4fd8fec9-976b-4176-943a-b8ba88954138
## INFO [13:19:14.289] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.295] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.298] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.633] [mlr3] Finished benchmark
## INFO [13:19:14.653] [bbotk] Result of batch 172:
## INFO [13:19:14.654] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.654] [bbotk] 233 0.04050329 8 0.6745283 0 0 0.327
## INFO [13:19:14.654] [bbotk] uhash
## INFO [13:19:14.654] [bbotk] 030ef404-e49c-41ef-8b5d-b6e652df215e
## INFO [13:19:14.658] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.663] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.667] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.925] [mlr3] Finished benchmark
## INFO [13:19:14.944] [bbotk] Result of batch 173:
## INFO [13:19:14.945] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.945] [bbotk] 169 0.105652 9 0.6863208 0 0 0.253
## INFO [13:19:14.945] [bbotk] uhash
## INFO [13:19:14.945] [bbotk] 71bf6bf5-20c2-4e8b-b236-4f0283b5afdd
## INFO [13:19:14.972] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.979] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.982] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:15.013] [mlr3] Finished benchmark
## INFO [13:19:15.037] [bbotk] Result of batch 174:
## INFO [13:19:15.038] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:15.038] [bbotk] 23 0.08532156 5 0.7028302 0 0 0.027
## INFO [13:19:15.038] [bbotk] uhash
## INFO [13:19:15.038] [bbotk] 9b65cb43-c131-4508-9e1a-2c2829b43580
## INFO [13:19:15.045] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:15.049] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:15.057] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:15.991] [mlr3] Finished benchmark
## INFO [13:19:16.021] [bbotk] Result of batch 175:
## INFO [13:19:16.025] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.025] [bbotk] 477 0.004317039 10 0.6674528 0 0 0.916
## INFO [13:19:16.025] [bbotk] uhash
## INFO [13:19:16.025] [bbotk] a3d9093e-2918-4fcd-b4cc-ea4311a2fc83
## INFO [13:19:16.031] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.037] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.041] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.617] [mlr3] Finished benchmark
## INFO [13:19:16.640] [bbotk] Result of batch 176:
## INFO [13:19:16.642] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.642] [bbotk] 428 0.06716221 8 0.6745283 0 0 0.569
## INFO [13:19:16.642] [bbotk] uhash
## INFO [13:19:16.642] [bbotk] 4733048f-a90e-4dda-9dcb-666f2dbe6ef2
## INFO [13:19:16.645] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.650] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.654] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.710] [mlr3] Finished benchmark
## INFO [13:19:16.784] [bbotk] Result of batch 177:
## INFO [13:19:16.786] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.786] [bbotk] 18 0.06805613 9 0.6462264 0 0 0.048
## INFO [13:19:16.786] [bbotk] uhash
## INFO [13:19:16.786] [bbotk] f91244ff-fcef-446b-835d-ca62addf945c
## INFO [13:19:16.793] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.804] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.811] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.976] [mlr3] Finished benchmark
## INFO [13:19:17.009] [bbotk] Result of batch 178:
## INFO [13:19:17.011] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.011] [bbotk] 105 0.004703495 8 0.6485849 0 0 0.155
## INFO [13:19:17.011] [bbotk] uhash
## INFO [13:19:17.011] [bbotk] 552c747f-c4cc-427d-affb-a9d2e9c16b0b
## INFO [13:19:17.014] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.018] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.022] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.358] [mlr3] Finished benchmark
## INFO [13:19:17.388] [bbotk] Result of batch 179:
## INFO [13:19:17.390] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.390] [bbotk] 283 0.11996 7 0.6816038 0 0 0.332
## INFO [13:19:17.390] [bbotk] uhash
## INFO [13:19:17.390] [bbotk] 8939db5f-dd9c-4f90-ba1c-91945d9534b0
## INFO [13:19:17.393] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.398] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.402] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.942] [mlr3] Finished benchmark
## INFO [13:19:17.968] [bbotk] Result of batch 180:
## INFO [13:19:17.970] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.970] [bbotk] 463 0.03907149 7 0.6957547 0 0 0.53
## INFO [13:19:17.970] [bbotk] uhash
## INFO [13:19:17.970] [bbotk] a3a1af9f-ef80-4fea-99db-91c1d53cf2d6
## INFO [13:19:17.972] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.978] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.982] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.110] [mlr3] Finished benchmark
## INFO [13:19:18.136] [bbotk] Result of batch 181:
## INFO [13:19:18.137] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:18.137] [bbotk] 85 0.0327602 4 0.6816038 0 0 0.116
## INFO [13:19:18.137] [bbotk] uhash
## INFO [13:19:18.137] [bbotk] 1e701655-0024-49e6-9391-209bbc6849c1
## INFO [13:19:18.139] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.143] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.149] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.588] [mlr3] Finished benchmark
## INFO [13:19:18.635] [bbotk] Result of batch 182:
## INFO [13:19:18.637] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:18.637] [bbotk] 226 0.001422571 10 0.625 0 0 0.431
## INFO [13:19:18.637] [bbotk] uhash
## INFO [13:19:18.637] [bbotk] 48284880-34f1-4617-8e4d-8b84074a4e59
## INFO [13:19:18.640] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.644] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.647] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.730] [mlr3] Finished benchmark
## INFO [13:19:18.763] [bbotk] Result of batch 183:
## INFO [13:19:18.764] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:18.764] [bbotk] 172 0.1477992 3 0.6933962 0 0 0.076
## INFO [13:19:18.764] [bbotk] uhash
## INFO [13:19:18.764] [bbotk] 4512219e-8168-4e2d-bad8-df304659de1e
## INFO [13:19:18.767] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.772] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.783] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.854] [mlr3] Finished benchmark
## INFO [13:19:18.879] [bbotk] Result of batch 184:
## INFO [13:19:18.881] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:18.881] [bbotk] 171 0.1358095 1 0.6839623 0 0 0.061
## INFO [13:19:18.881] [bbotk] uhash
## INFO [13:19:18.881] [bbotk] f513c485-133d-4ec2-9e73-565e8e56f018
## INFO [13:19:18.883] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.888] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.892] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.031] [mlr3] Finished benchmark
## INFO [13:19:19.049] [bbotk] Result of batch 185:
## INFO [13:19:19.052] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:19.052] [bbotk] 196 0.01457085 4 0.6933962 0 0 0.127
## INFO [13:19:19.052] [bbotk] uhash
## INFO [13:19:19.052] [bbotk] 5eb07eb1-91f2-41aa-bca7-679d5816d5c3
## INFO [13:19:19.057] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.066] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.072] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.294] [mlr3] Finished benchmark
## INFO [13:19:19.309] [bbotk] Result of batch 186:
## INFO [13:19:19.311] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:19.311] [bbotk] 127 0.09625264 10 0.6863208 0 0 0.214
## INFO [13:19:19.311] [bbotk] uhash
## INFO [13:19:19.311] [bbotk] 5bd74f1f-6ecb-4cd5-845e-03b13955b999
## INFO [13:19:19.313] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.317] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.320] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.350] [mlr3] Finished benchmark
## INFO [13:19:19.365] [bbotk] Result of batch 187:
## INFO [13:19:19.366] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:19.366] [bbotk] 56 0.1441911 2 0.6910377 0 0 0.024
## INFO [13:19:19.366] [bbotk] uhash
## INFO [13:19:19.366] [bbotk] 3009bfa0-63f0-48a0-8876-084ca8f6aec3
## INFO [13:19:19.369] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.382] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.385] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.428] [mlr3] Finished benchmark
## INFO [13:19:19.443] [bbotk] Result of batch 188:
## INFO [13:19:19.445] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:19.445] [bbotk] 183 0.08276098 1 0.6816038 0 0 0.038
## INFO [13:19:19.445] [bbotk] uhash
## INFO [13:19:19.445] [bbotk] 47a982e3-6c39-4dcd-b157-c9ab2be0c9bd
## INFO [13:19:19.447] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.464] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.467] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.241] [mlr3] Finished benchmark
## INFO [13:19:20.269] [bbotk] Result of batch 189:
## INFO [13:19:20.271] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:20.271] [bbotk] 420 0.009901518 9 0.6792453 0 0 0.762
## INFO [13:19:20.271] [bbotk] uhash
## INFO [13:19:20.271] [bbotk] e9f26e51-f64d-464e-a20c-03dda0409dbd
## INFO [13:19:20.273] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.277] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.281] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.362] [mlr3] Finished benchmark
## INFO [13:19:20.389] [bbotk] Result of batch 190:
## INFO [13:19:20.392] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:20.392] [bbotk] 323 0.008214681 1 0.6933962 0 0 0.075
## INFO [13:19:20.392] [bbotk] uhash
## INFO [13:19:20.392] [bbotk] 1a6bccff-0e0b-4583-8e8f-6ab0ef814abb
## INFO [13:19:20.394] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.398] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.402] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.578] [mlr3] Finished benchmark
## INFO [13:19:20.594] [bbotk] Result of batch 191:
## INFO [13:19:20.595] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:20.595] [bbotk] 139 0.1593365 8 0.6816038 0 0 0.173
## INFO [13:19:20.595] [bbotk] uhash
## INFO [13:19:20.595] [bbotk] f33e9f50-f299-4585-8aab-023b8ef962a9
## INFO [13:19:20.598] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.605] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.608] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.671] [mlr3] Finished benchmark
## INFO [13:19:20.692] [bbotk] Result of batch 192:
## INFO [13:19:20.694] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:20.694] [bbotk] 252 0.1671653 1 0.6886792 0 0 0.058
## INFO [13:19:20.694] [bbotk] uhash
## INFO [13:19:20.694] [bbotk] 8a36434f-9ddb-4134-a3a6-614a65fdca1f
## INFO [13:19:20.696] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.724] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.729] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.776] [mlr3] Finished benchmark
## INFO [13:19:20.791] [bbotk] Result of batch 193:
## INFO [13:19:20.792] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:20.792] [bbotk] 161 0.1573664 1 0.6863208 0 0 0.042
## INFO [13:19:20.792] [bbotk] uhash
## INFO [13:19:20.792] [bbotk] 9fcef15e-39b1-4a50-8d8f-fb48f2b99d64
## INFO [13:19:20.794] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.803] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.808] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.247] [mlr3] Finished benchmark
## INFO [13:19:21.266] [bbotk] Result of batch 194:
## INFO [13:19:21.270] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:21.270] [bbotk] 414 0.1947931 7 0.6721698 0 0 0.433
## INFO [13:19:21.270] [bbotk] uhash
## INFO [13:19:21.270] [bbotk] 5dbc1d80-fc8e-48cb-b1e2-4f1c691d5fa5
## INFO [13:19:21.273] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.277] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.280] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.395] [mlr3] Finished benchmark
## INFO [13:19:21.432] [bbotk] Result of batch 195:
## INFO [13:19:21.438] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:21.438] [bbotk] 93 0.02459686 6 0.6745283 0 0 0.107
## INFO [13:19:21.438] [bbotk] uhash
## INFO [13:19:21.438] [bbotk] 35b49d49-3604-42ee-a7a0-c2dc09fa1652
## INFO [13:19:21.444] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.449] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.454] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.485] [mlr3] Finished benchmark
## INFO [13:19:21.520] [bbotk] Result of batch 196:
## INFO [13:19:21.525] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:21.525] [bbotk] 25 0.08454349 1 0.6910377 0 0 0.024
## INFO [13:19:21.525] [bbotk] uhash
## INFO [13:19:21.525] [bbotk] 6814f45e-b03f-42c6-b8ed-707b0318c22f
## INFO [13:19:21.559] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.600] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.605] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.845] [mlr3] Finished benchmark
## INFO [13:19:21.861] [bbotk] Result of batch 197:
## INFO [13:19:21.862] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:21.862] [bbotk] 225 0.08100304 6 0.6910377 0 0 0.234
## INFO [13:19:21.862] [bbotk] uhash
## INFO [13:19:21.862] [bbotk] cbd07def-cd00-4cf5-974a-dace618189d4
## INFO [13:19:21.866] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.879] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.886] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.116] [mlr3] Finished benchmark
## INFO [13:19:22.139] [bbotk] Result of batch 198:
## INFO [13:19:22.145] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:22.145] [bbotk] 159 0.04916395 8 0.6839623 0 0 0.226
## INFO [13:19:22.145] [bbotk] uhash
## INFO [13:19:22.145] [bbotk] 6427e8ee-68f8-40de-b4cb-990685d35e80
## INFO [13:19:22.148] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.156] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.159] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.236] [mlr3] Finished benchmark
## INFO [13:19:22.279] [bbotk] Result of batch 199:
## INFO [13:19:22.281] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:22.281] [bbotk] 64 0.07595628 5 0.7051887 0 0 0.07
## INFO [13:19:22.281] [bbotk] uhash
## INFO [13:19:22.281] [bbotk] 9078111e-d791-4045-88c5-64469da74b61
## INFO [13:19:22.284] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.291] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.297] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.556] [mlr3] Finished benchmark
## INFO [13:19:22.602] [bbotk] Result of batch 200:
## INFO [13:19:22.604] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:22.604] [bbotk] 278 0.1521025 6 0.6816038 0 0 0.254
## INFO [13:19:22.604] [bbotk] uhash
## INFO [13:19:22.604] [bbotk] 99f2be19-50ed-4901-a443-8693899435e4
## INFO [13:19:22.613] [bbotk] Finished optimizing after 200 evaluation(s)
## INFO [13:19:22.613] [bbotk] Result:
## INFO [13:19:22.615] [bbotk] nrounds eta max_depth learner_param_vals x_domain classif.acc
## INFO [13:19:22.615] [bbotk] <int> <num> <int> <list> <list> <num>
## INFO [13:19:22.615] [bbotk] 89 0.09141232 3 <list[6]> <list[3]> 0.7122642
## INFO [13:18:22.061] [mlr3] Applying learner 'classif.xgboost.tuned' on task 'drugs-data' (iter 3/4)
## INFO [13:18:22.301] [bbotk] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals> [n_evals=200, k=0]'
## INFO [13:18:22.312] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.328] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.350] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:22.830] [mlr3] Finished benchmark
## INFO [13:18:22.862] [bbotk] Result of batch 1:
## INFO [13:18:22.866] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:22.866] [bbotk] 305 0.1332052 10 0.6462264 0 0 0.471
## INFO [13:18:22.866] [bbotk] uhash
## INFO [13:18:22.866] [bbotk] 07350bc0-9957-434c-8cfc-03bd92029f42
## INFO [13:18:22.870] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.880] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.883] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.157] [mlr3] Finished benchmark
## INFO [13:18:23.177] [bbotk] Result of batch 2:
## INFO [13:18:23.178] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.178] [bbotk] 180 0.122981 8 0.6580189 0 0 0.269
## INFO [13:18:23.178] [bbotk] uhash
## INFO [13:18:23.178] [bbotk] 5d6057a8-2740-4ab3-90e8-5772cc19fcb6
## INFO [13:18:23.180] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.184] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.191] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.517] [mlr3] Finished benchmark
## INFO [13:18:23.609] [bbotk] Result of batch 3:
## INFO [13:18:23.611] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.611] [bbotk] 292 0.1690409 8 0.6580189 0 0 0.319
## INFO [13:18:23.611] [bbotk] uhash
## INFO [13:18:23.611] [bbotk] e6dffef3-53f4-43d9-aa37-cf2f83c64498
## INFO [13:18:23.613] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.619] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.624] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.700] [mlr3] Finished benchmark
## INFO [13:18:23.720] [bbotk] Result of batch 4:
## INFO [13:18:23.721] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.721] [bbotk] 338 0.07418271 1 0.6816038 0 0 0.071
## INFO [13:18:23.721] [bbotk] uhash
## INFO [13:18:23.721] [bbotk] e051a1b0-60d5-4acd-939b-fd7f37da630d
## INFO [13:18:23.723] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.730] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.733] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.794] [mlr3] Finished benchmark
## INFO [13:18:23.815] [bbotk] Result of batch 5:
## INFO [13:18:23.816] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.816] [bbotk] 61 0.1309378 5 0.6603774 0 0 0.053
## INFO [13:18:23.816] [bbotk] uhash
## INFO [13:18:23.816] [bbotk] 905f3b1b-5b1a-4b9a-9677-604f250ee4fe
## INFO [13:18:23.818] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.821] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.824] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.992] [mlr3] Finished benchmark
## INFO [13:18:24.016] [bbotk] Result of batch 6:
## INFO [13:18:24.017] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.017] [bbotk] 243 0.06117568 5 0.6462264 0 0 0.162
## INFO [13:18:24.017] [bbotk] uhash
## INFO [13:18:24.017] [bbotk] 8e1b2a41-6e42-4bb8-a710-fd8cd180cb95
## INFO [13:18:24.019] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.023] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.026] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.065] [mlr3] Finished benchmark
## INFO [13:18:24.083] [bbotk] Result of batch 7:
## INFO [13:18:24.085] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.085] [bbotk] 204 0.146321 1 0.6745283 0 0 0.037
## INFO [13:18:24.085] [bbotk] uhash
## INFO [13:18:24.085] [bbotk] fc9d3ece-7221-47b6-b0b6-99a8592a47b2
## INFO [13:18:24.086] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.090] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.093] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.526] [mlr3] Finished benchmark
## INFO [13:18:24.546] [bbotk] Result of batch 8:
## INFO [13:18:24.548] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.548] [bbotk] 491 0.1918547 7 0.6415094 0 0 0.427
## INFO [13:18:24.548] [bbotk] uhash
## INFO [13:18:24.548] [bbotk] 165d8927-28ea-438e-9a1e-e2ef712451ef
## INFO [13:18:24.551] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.555] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.561] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.777] [mlr3] Finished benchmark
## INFO [13:18:24.795] [bbotk] Result of batch 9:
## INFO [13:18:24.796] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.796] [bbotk] 330 0.03567398 5 0.6462264 0 0 0.208
## INFO [13:18:24.796] [bbotk] uhash
## INFO [13:18:24.796] [bbotk] d12b4447-b41f-48be-b998-7c37a5d01710
## INFO [13:18:24.798] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.802] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.804] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.122] [mlr3] Finished benchmark
## INFO [13:18:25.167] [bbotk] Result of batch 10:
## INFO [13:18:25.169] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.169] [bbotk] 407 0.06744811 6 0.6556604 0 0 0.314
## INFO [13:18:25.169] [bbotk] uhash
## INFO [13:18:25.169] [bbotk] 54423dec-bc98-4b00-9a94-f881c6dd24d6
## INFO [13:18:25.171] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.175] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.177] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.208] [mlr3] Finished benchmark
## INFO [13:18:25.219] [bbotk] Result of batch 11:
## INFO [13:18:25.222] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.222] [bbotk] 64 0.07855648 2 0.6698113 0 0 0.026
## INFO [13:18:25.222] [bbotk] uhash
## INFO [13:18:25.222] [bbotk] 3615ff8b-7533-41b3-a72d-6d792e74e1e0
## INFO [13:18:25.226] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.234] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.238] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.568] [mlr3] Finished benchmark
## INFO [13:18:25.581] [bbotk] Result of batch 12:
## INFO [13:18:25.582] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.582] [bbotk] 332 0.1627242 7 0.6367925 0 0 0.326
## INFO [13:18:25.582] [bbotk] uhash
## INFO [13:18:25.582] [bbotk] f08be363-b1aa-4249-99bf-ebb57679f37b
## INFO [13:18:25.584] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.588] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.591] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.911] [mlr3] Finished benchmark
## INFO [13:18:25.928] [bbotk] Result of batch 13:
## INFO [13:18:25.929] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.929] [bbotk] 456 0.1812631 5 0.625 0 0 0.313
## INFO [13:18:25.929] [bbotk] uhash
## INFO [13:18:25.929] [bbotk] 840754de-a3a3-4ca6-a9ab-79e1d28d737c
## INFO [13:18:25.931] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.936] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.939] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.163] [mlr3] Finished benchmark
## INFO [13:18:26.180] [bbotk] Result of batch 14:
## INFO [13:18:26.181] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.181] [bbotk] 274 0.04314824 6 0.6580189 0 0 0.216
## INFO [13:18:26.181] [bbotk] uhash
## INFO [13:18:26.181] [bbotk] d0bdf448-1569-465c-8b8b-75a28debc95c
## INFO [13:18:26.186] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.190] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.193] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.487] [mlr3] Finished benchmark
## INFO [13:18:26.514] [bbotk] Result of batch 15:
## INFO [13:18:26.515] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.515] [bbotk] 293 0.177525 8 0.6273585 0 0 0.289
## INFO [13:18:26.515] [bbotk] uhash
## INFO [13:18:26.515] [bbotk] 482a3de9-1316-473a-a6c2-4d042c6cc141
## INFO [13:18:26.518] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.523] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.526] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.617] [mlr3] Finished benchmark
## INFO [13:18:26.630] [bbotk] Result of batch 16:
## INFO [13:18:26.632] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.632] [bbotk] 146 0.1894474 4 0.6367925 0 0 0.087
## INFO [13:18:26.632] [bbotk] uhash
## INFO [13:18:26.632] [bbotk] 7584eca5-5b10-47f4-b83d-b7e91430f36e
## INFO [13:18:26.633] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.637] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.644] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.752] [mlr3] Finished benchmark
## INFO [13:18:26.772] [bbotk] Result of batch 17:
## INFO [13:18:26.773] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.773] [bbotk] 105 0.128711 8 0.6509434 0 0 0.102
## INFO [13:18:26.773] [bbotk] uhash
## INFO [13:18:26.773] [bbotk] 0704a7c8-aeee-4885-ad7b-1f52a8eb2fc4
## INFO [13:18:26.778] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.788] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.790] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.946] [mlr3] Finished benchmark
## INFO [13:18:26.958] [bbotk] Result of batch 18:
## INFO [13:18:26.959] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.959] [bbotk] 266 0.1485195 5 0.6273585 0 0 0.152
## INFO [13:18:26.959] [bbotk] uhash
## INFO [13:18:26.959] [bbotk] 68cd4715-be6c-482a-bb37-b53627233c4c
## INFO [13:18:26.964] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.971] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.974] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.997] [mlr3] Finished benchmark
## INFO [13:18:27.014] [bbotk] Result of batch 19:
## INFO [13:18:27.015] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.015] [bbotk] 58 0.0454778 1 0.6745283 0 0 0.017
## INFO [13:18:27.015] [bbotk] uhash
## INFO [13:18:27.015] [bbotk] aec9084f-5fff-4884-a239-eddb95bc395e
## INFO [13:18:27.017] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.021] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.023] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.185] [mlr3] Finished benchmark
## INFO [13:18:27.202] [bbotk] Result of batch 20:
## INFO [13:18:27.203] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.203] [bbotk] 196 0.04890401 7 0.6533019 0 0 0.158
## INFO [13:18:27.203] [bbotk] uhash
## INFO [13:18:27.203] [bbotk] 8f7296f0-f193-4085-b6a7-b0ffc38e6161
## INFO [13:18:27.205] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.209] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.220] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.639] [mlr3] Finished benchmark
## INFO [13:18:27.659] [bbotk] Result of batch 21:
## INFO [13:18:27.660] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.660] [bbotk] 359 0.06656933 9 0.6462264 0 0 0.415
## INFO [13:18:27.660] [bbotk] uhash
## INFO [13:18:27.660] [bbotk] f7af8a22-610e-4f12-b60d-8ca9c8b25481
## INFO [13:18:27.662] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.666] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.668] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.007] [mlr3] Finished benchmark
## INFO [13:18:28.035] [bbotk] Result of batch 22:
## INFO [13:18:28.037] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.037] [bbotk] 388 0.03310893 7 0.6485849 0 0 0.334
## INFO [13:18:28.037] [bbotk] uhash
## INFO [13:18:28.037] [bbotk] 667b0242-4eff-4ec3-8fba-c11b1b2f785e
## INFO [13:18:28.040] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.045] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.048] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.536] [mlr3] Finished benchmark
## INFO [13:18:28.583] [bbotk] Result of batch 23:
## INFO [13:18:28.586] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.586] [bbotk] 370 0.09830235 10 0.6485849 0 0 0.482
## INFO [13:18:28.586] [bbotk] uhash
## INFO [13:18:28.586] [bbotk] 50b25d91-7c75-42c6-b21d-f642f6b7e857
## INFO [13:18:28.588] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.592] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.594] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.678] [mlr3] Finished benchmark
## INFO [13:18:28.696] [bbotk] Result of batch 24:
## INFO [13:18:28.698] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.698] [bbotk] 191 0.1002166 3 0.6509434 0 0 0.08
## INFO [13:18:28.698] [bbotk] uhash
## INFO [13:18:28.698] [bbotk] 6dba7bf0-e548-44c4-b33d-f080488cb210
## INFO [13:18:28.701] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.706] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.719] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.756] [mlr3] Finished benchmark
## INFO [13:18:28.787] [bbotk] Result of batch 25:
## INFO [13:18:28.789] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.789] [bbotk] 134 0.08223434 1 0.6792453 0 0 0.033
## INFO [13:18:28.789] [bbotk] uhash
## INFO [13:18:28.789] [bbotk] c85b7bc7-f465-4ffa-9db2-90dcdae99302
## INFO [13:18:28.790] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.794] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.796] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.831] [mlr3] Finished benchmark
## INFO [13:18:28.852] [bbotk] Result of batch 26:
## INFO [13:18:28.853] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.853] [bbotk] 159 0.07721867 1 0.6886792 0 0 0.031
## INFO [13:18:28.853] [bbotk] uhash
## INFO [13:18:28.853] [bbotk] 8cd14b45-4915-4c05-827a-e4e403e8491d
## INFO [13:18:28.855] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.859] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.861] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.137] [mlr3] Finished benchmark
## INFO [13:18:29.169] [bbotk] Result of batch 27:
## INFO [13:18:29.177] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.177] [bbotk] 372 0.01199436 4 0.6768868 0 0 0.265
## INFO [13:18:29.177] [bbotk] uhash
## INFO [13:18:29.177] [bbotk] cd24c1d1-de3d-492c-b098-db7985c13ea0
## INFO [13:18:29.194] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.204] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.213] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.278] [mlr3] Finished benchmark
## INFO [13:18:29.306] [bbotk] Result of batch 28:
## INFO [13:18:29.307] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.307] [bbotk] 163 0.1585399 2 0.6533019 0 0 0.055
## INFO [13:18:29.307] [bbotk] uhash
## INFO [13:18:29.307] [bbotk] 5d052e2d-e4a0-41c3-b1ba-558097290ac8
## INFO [13:18:29.309] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.313] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.320] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.590] [mlr3] Finished benchmark
## INFO [13:18:29.613] [bbotk] Result of batch 29:
## INFO [13:18:29.615] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.615] [bbotk] 313 0.02756868 6 0.6556604 0 0 0.263
## INFO [13:18:29.615] [bbotk] uhash
## INFO [13:18:29.615] [bbotk] 65f252bb-82e7-440b-abe2-1cddbb628098
## INFO [13:18:29.619] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.628] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.630] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.667] [mlr3] Finished benchmark
## INFO [13:18:29.681] [bbotk] Result of batch 30:
## INFO [13:18:29.684] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.684] [bbotk] 56 0.126758 4 0.6674528 0 0 0.033
## INFO [13:18:29.684] [bbotk] uhash
## INFO [13:18:29.684] [bbotk] 1345394d-b854-4004-b82c-e8614d791b02
## INFO [13:18:29.694] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.702] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.705] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.818] [mlr3] Finished benchmark
## INFO [13:18:29.848] [bbotk] Result of batch 31:
## INFO [13:18:29.850] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.850] [bbotk] 143 0.1994921 6 0.6320755 0 0 0.11
## INFO [13:18:29.850] [bbotk] uhash
## INFO [13:18:29.850] [bbotk] 312a443c-528e-44a2-aa48-b4e82573356f
## INFO [13:18:29.854] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.863] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.867] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.164] [mlr3] Finished benchmark
## INFO [13:18:30.181] [bbotk] Result of batch 32:
## INFO [13:18:30.185] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.185] [bbotk] 349 0.1887545 6 0.634434 0 0 0.29
## INFO [13:18:30.185] [bbotk] uhash
## INFO [13:18:30.185] [bbotk] 3c81d15e-ae44-44a8-b256-45647fd57aea
## INFO [13:18:30.187] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.191] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.193] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.293] [mlr3] Finished benchmark
## INFO [13:18:30.316] [bbotk] Result of batch 33:
## INFO [13:18:30.320] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.320] [bbotk] 430 0.1264102 1 0.6792453 0 0 0.094
## INFO [13:18:30.320] [bbotk] uhash
## INFO [13:18:30.320] [bbotk] bfd75c54-373c-4d24-a254-6c8c55920604
## INFO [13:18:30.325] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.339] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.348] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.369] [mlr3] Finished benchmark
## INFO [13:18:30.389] [bbotk] Result of batch 34:
## INFO [13:18:30.390] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.390] [bbotk] 59 0.06958314 1 0.6768868 0 0 0.016
## INFO [13:18:30.390] [bbotk] uhash
## INFO [13:18:30.390] [bbotk] 9c94a4b3-c669-45f7-911a-e92b82712ee8
## INFO [13:18:30.393] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.397] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.416] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.525] [mlr3] Finished benchmark
## INFO [13:18:30.570] [bbotk] Result of batch 35:
## INFO [13:18:30.571] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.571] [bbotk] 256 0.1798309 2 0.6533019 0 0 0.102
## INFO [13:18:30.571] [bbotk] uhash
## INFO [13:18:30.571] [bbotk] 99875818-db3f-46d7-b0cc-d315792279b8
## INFO [13:18:30.576] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.587] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.595] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.661] [mlr3] Finished benchmark
## INFO [13:18:30.677] [bbotk] Result of batch 36:
## INFO [13:18:30.681] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.681] [bbotk] 150 0.1713122 2 0.6650943 0 0 0.059
## INFO [13:18:30.681] [bbotk] uhash
## INFO [13:18:30.681] [bbotk] 4e6a150f-6927-44ef-ba3e-9889ce73b003
## INFO [13:18:30.687] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.694] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.700] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.794] [mlr3] Finished benchmark
## INFO [13:18:30.813] [bbotk] Result of batch 37:
## INFO [13:18:30.814] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.814] [bbotk] 111 0.03641949 5 0.6603774 0 0 0.09
## INFO [13:18:30.814] [bbotk] uhash
## INFO [13:18:30.814] [bbotk] 1369d018-58bf-426f-925b-f2997decb873
## INFO [13:18:30.816] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.823] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.825] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.040] [mlr3] Finished benchmark
## INFO [13:18:31.052] [bbotk] Result of batch 38:
## INFO [13:18:31.053] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.053] [bbotk] 440 0.09921919 4 0.6320755 0 0 0.211
## INFO [13:18:31.053] [bbotk] uhash
## INFO [13:18:31.053] [bbotk] 6711b524-dca9-480a-85f5-efeea5664155
## INFO [13:18:31.058] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.066] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.068] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.179] [mlr3] Finished benchmark
## INFO [13:18:31.194] [bbotk] Result of batch 39:
## INFO [13:18:31.195] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.195] [bbotk] 395 0.02437076 2 0.6745283 0 0 0.103
## INFO [13:18:31.195] [bbotk] uhash
## INFO [13:18:31.195] [bbotk] 01968291-15b2-4908-85b1-681b3713ea4c
## INFO [13:18:31.202] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.210] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.219] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.523] [mlr3] Finished benchmark
## INFO [13:18:31.542] [bbotk] Result of batch 40:
## INFO [13:18:31.543] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.543] [bbotk] 142 0.0207765 8 0.6462264 0 0 0.186
## INFO [13:18:31.543] [bbotk] uhash
## INFO [13:18:31.543] [bbotk] 0c6d287f-8a73-4242-a9aa-b0c87bf92e9d
## INFO [13:18:31.545] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.550] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.552] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.607] [mlr3] Finished benchmark
## INFO [13:18:31.626] [bbotk] Result of batch 41:
## INFO [13:18:31.629] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.629] [bbotk] 44 0.1721525 7 0.6415094 0 0 0.049
## INFO [13:18:31.629] [bbotk] uhash
## INFO [13:18:31.629] [bbotk] 1d67673f-cf23-416b-906e-b637926e2ec4
## INFO [13:18:31.635] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.644] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.647] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.987] [mlr3] Finished benchmark
## INFO [13:18:32.010] [bbotk] Result of batch 42:
## INFO [13:18:32.012] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.012] [bbotk] 296 0.170868 6 0.6509434 0 0 0.327
## INFO [13:18:32.012] [bbotk] uhash
## INFO [13:18:32.012] [bbotk] 235f2276-788d-48df-8fcf-67c8a0d29f14
## INFO [13:18:32.015] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.018] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.021] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.067] [mlr3] Finished benchmark
## INFO [13:18:32.098] [bbotk] Result of batch 43:
## INFO [13:18:32.102] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.102] [bbotk] 135 0.1192135 2 0.6603774 0 0 0.041
## INFO [13:18:32.102] [bbotk] uhash
## INFO [13:18:32.102] [bbotk] 5925adb2-10bb-4ca2-aabd-ccbacb7d8fc2
## INFO [13:18:32.108] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.112] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.114] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.142] [mlr3] Finished benchmark
## INFO [13:18:32.155] [bbotk] Result of batch 44:
## INFO [13:18:32.156] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.156] [bbotk] 52 0.1607572 2 0.6698113 0 0 0.023
## INFO [13:18:32.156] [bbotk] uhash
## INFO [13:18:32.156] [bbotk] 6830282b-c136-40b0-a00e-58a5862a0a2f
## INFO [13:18:32.160] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.164] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.167] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.465] [mlr3] Finished benchmark
## INFO [13:18:32.486] [bbotk] Result of batch 45:
## INFO [13:18:32.489] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.489] [bbotk] 463 0.02926199 5 0.6391509 0 0 0.294
## INFO [13:18:32.489] [bbotk] uhash
## INFO [13:18:32.489] [bbotk] cb2145bb-3c89-467d-b135-08bc1e8b2a4e
## INFO [13:18:32.493] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.507] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.510] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.661] [mlr3] Finished benchmark
## INFO [13:18:32.686] [bbotk] Result of batch 46:
## INFO [13:18:32.689] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.689] [bbotk] 65 0.01660402 9 0.6391509 0 0 0.145
## INFO [13:18:32.689] [bbotk] uhash
## INFO [13:18:32.689] [bbotk] fc7f3b27-9dd4-4407-9507-e66fb76aa688
## INFO [13:18:32.691] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.702] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.710] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.732] [mlr3] Finished benchmark
## INFO [13:18:32.744] [bbotk] Result of batch 47:
## INFO [13:18:32.746] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.746] [bbotk] 70 0.02117241 1 0.6603774 0 0 0.017
## INFO [13:18:32.746] [bbotk] uhash
## INFO [13:18:32.746] [bbotk] 88e28fec-cea9-496b-9a0e-36ea3e05f722
## INFO [13:18:32.748] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.755] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.759] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.342] [mlr3] Finished benchmark
## INFO [13:18:33.361] [bbotk] Result of batch 48:
## INFO [13:18:33.364] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:33.364] [bbotk] 314 0.06058978 9 0.6462264 0 0 0.564
## INFO [13:18:33.364] [bbotk] uhash
## INFO [13:18:33.364] [bbotk] b1ddafab-c4bd-4202-8a71-b4005debe6c3
## INFO [13:18:33.377] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.388] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.392] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:34.046] [mlr3] Finished benchmark
## INFO [13:18:34.069] [bbotk] Result of batch 49:
## INFO [13:18:34.071] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:34.071] [bbotk] 419 0.1926769 9 0.6367925 0 0 0.64
## INFO [13:18:34.071] [bbotk] uhash
## INFO [13:18:34.071] [bbotk] 70cff9ca-2019-473a-97bb-bd33e5cbecb2
## INFO [13:18:34.073] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.079] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.082] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:34.188] [mlr3] Finished benchmark
## INFO [13:18:34.215] [bbotk] Result of batch 50:
## INFO [13:18:34.219] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:34.219] [bbotk] 164 0.1881458 3 0.6391509 0 0 0.099
## INFO [13:18:34.219] [bbotk] uhash
## INFO [13:18:34.219] [bbotk] 2691c14e-d65b-434d-87bf-66ab20c0013c
## INFO [13:18:34.221] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.236] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.242] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:34.734] [mlr3] Finished benchmark
## INFO [13:18:34.779] [bbotk] Result of batch 51:
## INFO [13:18:34.781] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:34.781] [bbotk] 347 0.06557409 6 0.6415094 0 0 0.463
## INFO [13:18:34.781] [bbotk] uhash
## INFO [13:18:34.781] [bbotk] c09e774e-80f6-4dc3-9ff5-c607ebe66e04
## INFO [13:18:34.783] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.793] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.797] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:35.006] [mlr3] Finished benchmark
## INFO [13:18:35.084] [bbotk] Result of batch 52:
## INFO [13:18:35.085] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:35.085] [bbotk] 135 0.1980644 7 0.6580189 0 0 0.199
## INFO [13:18:35.085] [bbotk] uhash
## INFO [13:18:35.085] [bbotk] 850b20b3-0aae-4cc3-a632-7203570a88cd
## INFO [13:18:35.090] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:35.097] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:35.105] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:35.158] [mlr3] Finished benchmark
## INFO [13:18:35.192] [bbotk] Result of batch 53:
## INFO [13:18:35.194] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:35.194] [bbotk] 40 0.06358525 4 0.6603774 0 0 0.048
## INFO [13:18:35.194] [bbotk] uhash
## INFO [13:18:35.194] [bbotk] e7b910ee-89a6-4cdc-9d68-53abf6861794
## INFO [13:18:35.197] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:35.211] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:35.220] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:35.733] [mlr3] Finished benchmark
## INFO [13:18:35.751] [bbotk] Result of batch 54:
## INFO [13:18:35.752] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:35.752] [bbotk] 359 0.1841461 9 0.629717 0 0 0.502
## INFO [13:18:35.752] [bbotk] uhash
## INFO [13:18:35.752] [bbotk] dd9d0c8d-2769-457a-b209-9d081e73b24f
## INFO [13:18:35.755] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:35.759] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:35.763] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:35.932] [mlr3] Finished benchmark
## INFO [13:18:35.950] [bbotk] Result of batch 55:
## INFO [13:18:35.951] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:35.951] [bbotk] 345 0.00283451 2 0.6556604 0 0 0.164
## INFO [13:18:35.951] [bbotk] uhash
## INFO [13:18:35.951] [bbotk] de06063b-5edc-4d3d-aabb-ff0b862426ee
## INFO [13:18:35.953] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:35.957] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:35.960] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.122] [mlr3] Finished benchmark
## INFO [13:18:36.172] [bbotk] Result of batch 56:
## INFO [13:18:36.174] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.174] [bbotk] 137 0.03480474 5 0.6674528 0 0 0.154
## INFO [13:18:36.174] [bbotk] uhash
## INFO [13:18:36.174] [bbotk] 9c212eab-a155-4f4e-aac4-d261f6771c4f
## INFO [13:18:36.176] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.190] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.198] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.400] [mlr3] Finished benchmark
## INFO [13:18:36.428] [bbotk] Result of batch 57:
## INFO [13:18:36.430] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.430] [bbotk] 420 0.07215393 3 0.6438679 0 0 0.192
## INFO [13:18:36.430] [bbotk] uhash
## INFO [13:18:36.430] [bbotk] 82c9009f-54a1-4849-82df-fc3076515181
## INFO [13:18:36.437] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.451] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.456] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.526] [mlr3] Finished benchmark
## INFO [13:18:36.550] [bbotk] Result of batch 58:
## INFO [13:18:36.554] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.554] [bbotk] 241 0.05942274 1 0.6839623 0 0 0.063
## INFO [13:18:36.554] [bbotk] uhash
## INFO [13:18:36.554] [bbotk] 15d029d3-07dd-4144-98eb-bbf9f5aac039
## INFO [13:18:36.567] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.586] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.600] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.952] [mlr3] Finished benchmark
## INFO [13:18:36.972] [bbotk] Result of batch 59:
## INFO [13:18:36.973] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.973] [bbotk] 188 0.09923216 7 0.6462264 0 0 0.34
## INFO [13:18:36.973] [bbotk] uhash
## INFO [13:18:36.973] [bbotk] 17ca92c6-9634-4d56-bce7-456707865890
## INFO [13:18:36.975] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.983] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.988] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:37.375] [mlr3] Finished benchmark
## INFO [13:18:37.431] [bbotk] Result of batch 60:
## INFO [13:18:37.432] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:37.432] [bbotk] 334 0.1407945 6 0.6273585 0 0 0.344
## INFO [13:18:37.432] [bbotk] uhash
## INFO [13:18:37.432] [bbotk] beb56645-a714-4149-af7a-6b735c433d49
## INFO [13:18:37.437] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:37.452] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:37.458] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:37.742] [mlr3] Finished benchmark
## INFO [13:18:37.815] [bbotk] Result of batch 61:
## INFO [13:18:37.816] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:37.816] [bbotk] 194 0.0881062 7 0.6485849 0 0 0.272
## INFO [13:18:37.816] [bbotk] uhash
## INFO [13:18:37.816] [bbotk] e1279084-680f-40db-ad16-1914bd49a560
## INFO [13:18:37.824] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:37.841] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:37.862] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:38.032] [mlr3] Finished benchmark
## INFO [13:18:38.074] [bbotk] Result of batch 62:
## INFO [13:18:38.075] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:38.075] [bbotk] 85 0.05364892 6 0.6650943 0 0 0.153
## INFO [13:18:38.075] [bbotk] uhash
## INFO [13:18:38.075] [bbotk] e1a860e8-d609-4bde-88c5-c86bacec4a9e
## INFO [13:18:38.082] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:38.087] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:38.104] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:38.195] [mlr3] Finished benchmark
## INFO [13:18:38.264] [bbotk] Result of batch 63:
## INFO [13:18:38.268] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:38.268] [bbotk] 27 0.02111962 9 0.634434 0 0 0.081
## INFO [13:18:38.268] [bbotk] uhash
## INFO [13:18:38.268] [bbotk] a22d9d8c-6236-4229-8433-80cede040b2c
## INFO [13:18:38.271] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:38.317] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:38.325] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:39.192] [mlr3] Finished benchmark
## INFO [13:18:39.253] [bbotk] Result of batch 64:
## INFO [13:18:39.255] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:39.255] [bbotk] 244 0.04510036 9 0.6674528 0 0 0.761
## INFO [13:18:39.255] [bbotk] uhash
## INFO [13:18:39.255] [bbotk] 516500bd-4fc4-41ad-93ff-235ba96e6530
## INFO [13:18:39.259] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:39.295] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:39.319] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:39.485] [mlr3] Finished benchmark
## INFO [13:18:39.517] [bbotk] Result of batch 65:
## INFO [13:18:39.521] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:39.521] [bbotk] 51 0.1569178 6 0.6509434 0 0 0.085
## INFO [13:18:39.521] [bbotk] uhash
## INFO [13:18:39.521] [bbotk] 543fefee-8209-422b-b0fc-02c71e0e4242
## INFO [13:18:39.523] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:39.532] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:39.535] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:40.147] [mlr3] Finished benchmark
## INFO [13:18:40.218] [bbotk] Result of batch 66:
## INFO [13:18:40.220] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:40.220] [bbotk] 242 0.1268713 9 0.6485849 0 0 0.565
## INFO [13:18:40.220] [bbotk] uhash
## INFO [13:18:40.220] [bbotk] ae7fe751-cffc-48f1-82db-3e6dca5c714e
## INFO [13:18:40.222] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:40.227] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:40.232] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:40.974] [mlr3] Finished benchmark
## INFO [13:18:41.076] [bbotk] Result of batch 67:
## INFO [13:18:41.089] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.089] [bbotk] 456 0.1031104 8 0.6462264 0 0 0.676
## INFO [13:18:41.089] [bbotk] uhash
## INFO [13:18:41.089] [bbotk] 3a372efb-2f1b-4390-bde5-0a47d2841406
## INFO [13:18:41.094] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.100] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.104] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.262] [mlr3] Finished benchmark
## INFO [13:18:41.290] [bbotk] Result of batch 68:
## INFO [13:18:41.293] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.293] [bbotk] 83 0.09168266 8 0.6509434 0 0 0.148
## INFO [13:18:41.293] [bbotk] uhash
## INFO [13:18:41.293] [bbotk] 358ded41-ff00-4440-b7f5-03963d244245
## INFO [13:18:41.299] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.319] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.326] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.508] [mlr3] Finished benchmark
## INFO [13:18:41.521] [bbotk] Result of batch 69:
## INFO [13:18:41.523] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.523] [bbotk] 222 0.05531334 5 0.6391509 0 0 0.178
## INFO [13:18:41.523] [bbotk] uhash
## INFO [13:18:41.523] [bbotk] 891aa689-e087-4e03-a466-68eaa2736ff4
## INFO [13:18:41.524] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.528] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.531] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.688] [mlr3] Finished benchmark
## INFO [13:18:41.972] [bbotk] Result of batch 70:
## INFO [13:18:41.973] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.973] [bbotk] 131 0.1169696 7 0.6367925 0 0 0.152
## INFO [13:18:41.973] [bbotk] uhash
## INFO [13:18:41.973] [bbotk] 6b7b7f26-b4d9-45de-93e0-490ef34fc3ea
## INFO [13:18:41.975] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.978] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.981] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.992] [mlr3] Finished benchmark
## INFO [13:18:42.012] [bbotk] Result of batch 71:
## INFO [13:18:42.013] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.013] [bbotk] 6 0.0306275 3 0.6533019 0 0 0.007
## INFO [13:18:42.013] [bbotk] uhash
## INFO [13:18:42.013] [bbotk] f8f62bca-5db8-46db-9470-c3b3247a430b
## INFO [13:18:42.015] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.018] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.021] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.221] [mlr3] Finished benchmark
## INFO [13:18:42.239] [bbotk] Result of batch 72:
## INFO [13:18:42.241] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.241] [bbotk] 376 0.1572288 3 0.6132075 0 0 0.192
## INFO [13:18:42.241] [bbotk] uhash
## INFO [13:18:42.241] [bbotk] f33957a8-80b7-4181-b1b5-9216451a1060
## INFO [13:18:42.243] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.251] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.257] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.337] [mlr3] Finished benchmark
## INFO [13:18:42.353] [bbotk] Result of batch 73:
## INFO [13:18:42.356] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.356] [bbotk] 105 0.03929392 4 0.6745283 0 0 0.076
## INFO [13:18:42.356] [bbotk] uhash
## INFO [13:18:42.356] [bbotk] da6559b1-3688-4f97-b247-cb8db76fa2d8
## INFO [13:18:42.362] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.369] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.372] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.419] [mlr3] Finished benchmark
## INFO [13:18:42.447] [bbotk] Result of batch 74:
## INFO [13:18:42.451] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.451] [bbotk] 27 0.1285578 4 0.6721698 0 0 0.037
## INFO [13:18:42.451] [bbotk] uhash
## INFO [13:18:42.451] [bbotk] ebc23d0f-c576-4370-93bb-68a85909cec7
## INFO [13:18:42.454] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.496] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.499] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.692] [mlr3] Finished benchmark
## INFO [13:18:42.729] [bbotk] Result of batch 75:
## INFO [13:18:42.731] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.731] [bbotk] 205 0.1989851 6 0.6320755 0 0 0.183
## INFO [13:18:42.731] [bbotk] uhash
## INFO [13:18:42.731] [bbotk] db0271e2-0224-49b4-80e6-79c4d280a43b
## INFO [13:18:42.734] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.745] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.748] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.810] [mlr3] Finished benchmark
## INFO [13:18:42.826] [bbotk] Result of batch 76:
## INFO [13:18:42.828] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.828] [bbotk] 37 0.1882332 6 0.6816038 0 0 0.057
## INFO [13:18:42.828] [bbotk] uhash
## INFO [13:18:42.828] [bbotk] 83295d2a-92c1-42d3-8b71-37832472dee6
## INFO [13:18:42.830] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.835] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.838] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.902] [mlr3] Finished benchmark
## INFO [13:18:42.954] [bbotk] Result of batch 77:
## INFO [13:18:42.963] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.963] [bbotk] 32 0.123113 6 0.6509434 0 0 0.059
## INFO [13:18:42.963] [bbotk] uhash
## INFO [13:18:42.963] [bbotk] 75da0894-a3cf-468e-b4f0-410c61337907
## INFO [13:18:42.966] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.970] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.973] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.186] [mlr3] Finished benchmark
## INFO [13:18:43.232] [bbotk] Result of batch 78:
## INFO [13:18:43.234] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:43.234] [bbotk] 115 0.02935364 8 0.6485849 0 0 0.203
## INFO [13:18:43.234] [bbotk] uhash
## INFO [13:18:43.234] [bbotk] e3db987b-edcd-4158-bad6-3e6e85a93318
## INFO [13:18:43.237] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.242] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.246] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.572] [mlr3] Finished benchmark
## INFO [13:18:43.589] [bbotk] Result of batch 79:
## INFO [13:18:43.592] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:43.592] [bbotk] 355 0.1826267 5 0.6132075 0 0 0.32
## INFO [13:18:43.592] [bbotk] uhash
## INFO [13:18:43.592] [bbotk] 5661399f-7102-4f23-b617-2ead6c051cd2
## INFO [13:18:43.602] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.616] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.625] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.908] [mlr3] Finished benchmark
## INFO [13:18:44.038] [bbotk] Result of batch 80:
## INFO [13:18:44.040] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:44.040] [bbotk] 396 0.1488964 5 0.6367925 0 0 0.275
## INFO [13:18:44.040] [bbotk] uhash
## INFO [13:18:44.040] [bbotk] 20616317-2970-4918-9d09-31a087e430cc
## INFO [13:18:44.046] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.058] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:44.063] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:44.603] [mlr3] Finished benchmark
## INFO [13:18:44.639] [bbotk] Result of batch 81:
## INFO [13:18:44.644] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:44.644] [bbotk] 284 0.1760258 9 0.6462264 0 0 0.534
## INFO [13:18:44.644] [bbotk] uhash
## INFO [13:18:44.644] [bbotk] a18f0cf2-f11d-4956-bf48-7b0895be54c3
## INFO [13:18:44.649] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.658] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:44.672] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:44.907] [mlr3] Finished benchmark
## INFO [13:18:44.924] [bbotk] Result of batch 82:
## INFO [13:18:44.967] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:44.967] [bbotk] 113 0.1232111 9 0.6415094 0 0 0.212
## INFO [13:18:44.967] [bbotk] uhash
## INFO [13:18:44.967] [bbotk] 5234d990-1384-44dc-9718-2769f2b93ed8
## INFO [13:18:44.980] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.992] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:44.999] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:45.451] [mlr3] Finished benchmark
## INFO [13:18:45.521] [bbotk] Result of batch 83:
## INFO [13:18:45.526] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:45.526] [bbotk] 277 0.1661552 9 0.6462264 0 0 0.4
## INFO [13:18:45.526] [bbotk] uhash
## INFO [13:18:45.526] [bbotk] 3387389d-55e0-44f0-a61f-a140d16143af
## INFO [13:18:45.533] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:45.538] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.542] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:45.694] [mlr3] Finished benchmark
## INFO [13:18:45.740] [bbotk] Result of batch 84:
## INFO [13:18:45.742] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:45.742] [bbotk] 384 0.1566235 2 0.6367925 0 0 0.148
## INFO [13:18:45.742] [bbotk] uhash
## INFO [13:18:45.742] [bbotk] 7e4998fb-9b76-4bdd-a00f-3adfc38f4fec
## INFO [13:18:45.745] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:45.758] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.766] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.002] [mlr3] Finished benchmark
## INFO [13:18:46.020] [bbotk] Result of batch 85:
## INFO [13:18:46.022] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:46.022] [bbotk] 205 0.1516689 5 0.615566 0 0 0.21
## INFO [13:18:46.022] [bbotk] uhash
## INFO [13:18:46.022] [bbotk] 4994947d-002b-4de9-b19a-ef334e4de985
## INFO [13:18:46.027] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.035] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.038] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.304] [mlr3] Finished benchmark
## INFO [13:18:46.394] [bbotk] Result of batch 86:
## INFO [13:18:46.396] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:46.396] [bbotk] 268 0.1992481 2 0.6462264 0 0 0.25
## INFO [13:18:46.396] [bbotk] uhash
## INFO [13:18:46.396] [bbotk] 3e834ff9-e290-4c21-a07c-f5c14f635520
## INFO [13:18:46.404] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.438] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.447] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.600] [mlr3] Finished benchmark
## INFO [13:18:46.631] [bbotk] Result of batch 87:
## INFO [13:18:46.632] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:46.632] [bbotk] 133 0.03038438 5 0.6698113 0 0 0.141
## INFO [13:18:46.632] [bbotk] uhash
## INFO [13:18:46.632] [bbotk] 230569b2-91b2-40aa-863c-9cece7b9f0dc
## INFO [13:18:46.636] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.650] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.654] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.125] [mlr3] Finished benchmark
## INFO [13:18:47.159] [bbotk] Result of batch 88:
## INFO [13:18:47.170] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:47.170] [bbotk] 292 0.1812824 7 0.6367925 0 0 0.458
## INFO [13:18:47.170] [bbotk] uhash
## INFO [13:18:47.170] [bbotk] 7d462e64-6563-4aa6-afe0-37f0fb8b805f
## INFO [13:18:47.173] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.197] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.201] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.415] [mlr3] Finished benchmark
## INFO [13:18:47.485] [bbotk] Result of batch 89:
## INFO [13:18:47.493] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:47.493] [bbotk] 465 0.009834737 2 0.6721698 0 0 0.202
## INFO [13:18:47.493] [bbotk] uhash
## INFO [13:18:47.493] [bbotk] 136d3c5a-43c8-478d-8cb7-fe8f9ee64692
## INFO [13:18:47.506] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.515] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.560] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.597] [mlr3] Finished benchmark
## INFO [13:18:47.638] [bbotk] Result of batch 90:
## INFO [13:18:47.643] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:47.643] [bbotk] 11 0.0270099 6 0.6603774 0 0 0.03
## INFO [13:18:47.643] [bbotk] uhash
## INFO [13:18:47.643] [bbotk] 914161ce-ba51-4dde-9c1a-e73475e0a185
## INFO [13:18:47.647] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.651] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.655] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.830] [mlr3] Finished benchmark
## INFO [13:18:47.884] [bbotk] Result of batch 91:
## INFO [13:18:47.892] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:47.892] [bbotk] 336 0.1963284 3 0.615566 0 0 0.162
## INFO [13:18:47.892] [bbotk] uhash
## INFO [13:18:47.892] [bbotk] 77c6be29-1bbc-434f-a65c-f8ae4f115608
## INFO [13:18:47.898] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.908] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.926] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.259] [mlr3] Finished benchmark
## INFO [13:18:48.294] [bbotk] Result of batch 92:
## INFO [13:18:48.304] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:48.304] [bbotk] 255 0.1577083 7 0.6438679 0 0 0.326
## INFO [13:18:48.304] [bbotk] uhash
## INFO [13:18:48.304] [bbotk] e30a1c03-cef6-4ab5-bff1-22dff9e25b7b
## INFO [13:18:48.308] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.316] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.321] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.485] [mlr3] Finished benchmark
## INFO [13:18:48.540] [bbotk] Result of batch 93:
## INFO [13:18:48.543] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:48.543] [bbotk] 202 0.1556232 4 0.6061321 0 0 0.153
## INFO [13:18:48.543] [bbotk] uhash
## INFO [13:18:48.543] [bbotk] 31ab7aa9-01f0-4189-9923-1bbd082aa3db
## INFO [13:18:48.582] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.588] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.591] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.805] [mlr3] Finished benchmark
## INFO [13:18:48.825] [bbotk] Result of batch 94:
## INFO [13:18:48.827] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:48.827] [bbotk] 434 0.1753631 3 0.629717 0 0 0.208
## INFO [13:18:48.827] [bbotk] uhash
## INFO [13:18:48.827] [bbotk] 2f30f5b5-8ef7-464d-adf7-dc7131bc13b4
## INFO [13:18:48.829] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.835] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.838] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.971] [mlr3] Finished benchmark
## INFO [13:18:49.003] [bbotk] Result of batch 95:
## INFO [13:18:49.005] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.005] [bbotk] 244 0.06421889 3 0.6533019 0 0 0.124
## INFO [13:18:49.005] [bbotk] uhash
## INFO [13:18:49.005] [bbotk] 2ac173d5-e52b-47a9-a3b5-b31723f477d0
## INFO [13:18:49.010] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.021] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.025] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.209] [mlr3] Finished benchmark
## INFO [13:18:49.225] [bbotk] Result of batch 96:
## INFO [13:18:49.227] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.227] [bbotk] 246 0.1704882 5 0.634434 0 0 0.178
## INFO [13:18:49.227] [bbotk] uhash
## INFO [13:18:49.227] [bbotk] 74dde618-806a-4f50-a540-6f5a98c4b898
## INFO [13:18:49.229] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.233] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.236] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.597] [mlr3] Finished benchmark
## INFO [13:18:49.617] [bbotk] Result of batch 97:
## INFO [13:18:49.619] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.619] [bbotk] 282 0.1275036 8 0.6533019 0 0 0.356
## INFO [13:18:49.619] [bbotk] uhash
## INFO [13:18:49.619] [bbotk] 9c62a87e-b13b-4b3c-90b7-a00bb734efc0
## INFO [13:18:49.622] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.626] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.633] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.960] [mlr3] Finished benchmark
## INFO [13:18:49.979] [bbotk] Result of batch 98:
## INFO [13:18:49.981] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.981] [bbotk] 305 0.07565973 7 0.6391509 0 0 0.322
## INFO [13:18:49.981] [bbotk] uhash
## INFO [13:18:49.981] [bbotk] 532e1b33-7029-4504-9f25-838382f136ec
## INFO [13:18:49.986] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.003] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.013] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.092] [mlr3] Finished benchmark
## INFO [13:18:50.156] [bbotk] Result of batch 99:
## INFO [13:18:50.158] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.158] [bbotk] 100 0.1024565 2 0.6745283 0 0 0.061
## INFO [13:18:50.158] [bbotk] uhash
## INFO [13:18:50.158] [bbotk] 2bdce6cc-8b08-4e5a-9174-eb19cc3d26d4
## INFO [13:18:50.161] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.185] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.191] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.475] [mlr3] Finished benchmark
## INFO [13:18:50.505] [bbotk] Result of batch 100:
## INFO [13:18:50.507] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.507] [bbotk] 334 0.1460731 5 0.6415094 0 0 0.279
## INFO [13:18:50.507] [bbotk] uhash
## INFO [13:18:50.507] [bbotk] 9e6ff135-0ca3-4f10-a1fe-c67196a6d6cd
## INFO [13:18:50.510] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.515] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.518] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.767] [mlr3] Finished benchmark
## INFO [13:18:50.782] [bbotk] Result of batch 101:
## INFO [13:18:50.783] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.783] [bbotk] 151 0.03895426 7 0.6580189 0 0 0.204
## INFO [13:18:50.783] [bbotk] uhash
## INFO [13:18:50.783] [bbotk] 1a8b4af7-37c3-4a4d-8e83-32e7dbe32c91
## INFO [13:18:50.788] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.794] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.803] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.920] [mlr3] Finished benchmark
## INFO [13:18:50.943] [bbotk] Result of batch 102:
## INFO [13:18:50.945] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.945] [bbotk] 309 0.05390662 2 0.6650943 0 0 0.101
## INFO [13:18:50.945] [bbotk] uhash
## INFO [13:18:50.945] [bbotk] a7291cf3-69af-4f2c-9489-fa47cdafdb5a
## INFO [13:18:50.948] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.961] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.974] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.134] [mlr3] Finished benchmark
## INFO [13:18:51.157] [bbotk] Result of batch 103:
## INFO [13:18:51.160] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:51.160] [bbotk] 407 0.1223938 3 0.6226415 0 0 0.146
## INFO [13:18:51.160] [bbotk] uhash
## INFO [13:18:51.160] [bbotk] 52783eff-339a-41dd-be7e-f283a59668b9
## INFO [13:18:51.162] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.168] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.175] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.740] [mlr3] Finished benchmark
## INFO [13:18:51.886] [bbotk] Result of batch 104:
## INFO [13:18:51.894] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:51.894] [bbotk] 336 0.07393602 10 0.6391509 0 0 0.54
## INFO [13:18:51.894] [bbotk] uhash
## INFO [13:18:51.894] [bbotk] 20757802-a31c-4557-90d9-7dc0e116c6b2
## INFO [13:18:51.902] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.907] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.911] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.142] [mlr3] Finished benchmark
## INFO [13:18:52.182] [bbotk] Result of batch 105:
## INFO [13:18:52.184] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.184] [bbotk] 294 0.03902952 5 0.6509434 0 0 0.223
## INFO [13:18:52.184] [bbotk] uhash
## INFO [13:18:52.184] [bbotk] 87792be9-1711-4117-8809-d915ab1e73f1
## INFO [13:18:52.187] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.194] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.197] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.251] [mlr3] Finished benchmark
## INFO [13:18:52.274] [bbotk] Result of batch 106:
## INFO [13:18:52.276] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.276] [bbotk] 57 0.005898945 3 0.6533019 0 0 0.048
## INFO [13:18:52.276] [bbotk] uhash
## INFO [13:18:52.276] [bbotk] 0dab3005-b5fb-41db-9523-469d05038d90
## INFO [13:18:52.279] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.285] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.289] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.367] [mlr3] Finished benchmark
## INFO [13:18:52.390] [bbotk] Result of batch 107:
## INFO [13:18:52.392] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.392] [bbotk] 39 0.1608147 10 0.6721698 0 0 0.072
## INFO [13:18:52.392] [bbotk] uhash
## INFO [13:18:52.392] [bbotk] 842334bf-9def-4cc9-b601-c90253699a4b
## INFO [13:18:52.395] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.400] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.403] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.632] [mlr3] Finished benchmark
## INFO [13:18:52.668] [bbotk] Result of batch 108:
## INFO [13:18:52.670] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.670] [bbotk] 173 0.09405502 7 0.6485849 0 0 0.219
## INFO [13:18:52.670] [bbotk] uhash
## INFO [13:18:52.670] [bbotk] 5bc6a0a7-97d0-4084-b6fa-14f54345e9eb
## INFO [13:18:52.674] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.686] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.691] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.714] [mlr3] Finished benchmark
## INFO [13:18:52.748] [bbotk] Result of batch 109:
## INFO [13:18:52.750] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.750] [bbotk] 1 0.14562 7 0.6462264 0 0 0.012
## INFO [13:18:52.750] [bbotk] uhash
## INFO [13:18:52.750] [bbotk] dc1b066a-bcec-40c5-b825-403344243f59
## INFO [13:18:52.757] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.762] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.768] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.059] [mlr3] Finished benchmark
## INFO [13:18:53.073] [bbotk] Result of batch 110:
## INFO [13:18:53.075] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.075] [bbotk] 150 0.05715377 10 0.6391509 0 0 0.281
## INFO [13:18:53.075] [bbotk] uhash
## INFO [13:18:53.075] [bbotk] 91b34df2-26d4-4dfc-96d4-3e3a40b5648c
## INFO [13:18:53.081] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.088] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.092] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.327] [mlr3] Finished benchmark
## INFO [13:18:53.355] [bbotk] Result of batch 111:
## INFO [13:18:53.356] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.356] [bbotk] 270 0.01625983 5 0.6674528 0 0 0.231
## INFO [13:18:53.356] [bbotk] uhash
## INFO [13:18:53.356] [bbotk] 2c33f4f6-4925-417e-bb56-035a3a1b5564
## INFO [13:18:53.359] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.364] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.367] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.386] [mlr3] Finished benchmark
## INFO [13:18:53.421] [bbotk] Result of batch 112:
## INFO [13:18:53.428] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.428] [bbotk] 12 0.1293927 5 0.6556604 0 0 0.014
## INFO [13:18:53.428] [bbotk] uhash
## INFO [13:18:53.428] [bbotk] 2b723940-771b-4c73-b89b-fa4cc47eb9ff
## INFO [13:18:53.430] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.440] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.449] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.605] [mlr3] Finished benchmark
## INFO [13:18:53.643] [bbotk] Result of batch 113:
## INFO [13:18:53.645] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.645] [bbotk] 176 0.02957252 4 0.6698113 0 0 0.149
## INFO [13:18:53.645] [bbotk] uhash
## INFO [13:18:53.645] [bbotk] 59572a68-82e2-41fe-ab42-61e6ef9d4743
## INFO [13:18:53.647] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.651] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.654] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.754] [mlr3] Finished benchmark
## INFO [13:18:53.776] [bbotk] Result of batch 114:
## INFO [13:18:53.777] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.777] [bbotk] 204 0.08105914 3 0.6556604 0 0 0.094
## INFO [13:18:53.777] [bbotk] uhash
## INFO [13:18:53.777] [bbotk] 70640d97-fcc4-43da-9267-2a7ebe4695ac
## INFO [13:18:53.780] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.797] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.803] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.898] [mlr3] Finished benchmark
## INFO [13:18:53.927] [bbotk] Result of batch 115:
## INFO [13:18:53.928] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.928] [bbotk] 140 0.1953525 4 0.615566 0 0 0.088
## INFO [13:18:53.928] [bbotk] uhash
## INFO [13:18:53.928] [bbotk] 87f27cf8-7ed4-4bf9-b265-fb41f1cf678c
## INFO [13:18:53.930] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.935] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.938] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.314] [mlr3] Finished benchmark
## INFO [13:18:54.354] [bbotk] Result of batch 116:
## INFO [13:18:54.355] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:54.355] [bbotk] 204 0.142453 7 0.6580189 0 0 0.351
## INFO [13:18:54.355] [bbotk] uhash
## INFO [13:18:54.355] [bbotk] 479581ba-aa26-4e67-bfa1-59d6a5317306
## INFO [13:18:54.358] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.372] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.388] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.505] [mlr3] Finished benchmark
## INFO [13:18:54.555] [bbotk] Result of batch 117:
## INFO [13:18:54.560] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:54.560] [bbotk] 178 0.180994 3 0.6320755 0 0 0.108
## INFO [13:18:54.560] [bbotk] uhash
## INFO [13:18:54.560] [bbotk] 99b122da-5ca9-4319-b299-4d1c18328fa5
## INFO [13:18:54.563] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.568] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.572] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.632] [mlr3] Finished benchmark
## INFO [13:18:54.669] [bbotk] Result of batch 118:
## INFO [13:18:54.671] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:54.671] [bbotk] 223 0.1902122 1 0.6698113 0 0 0.056
## INFO [13:18:54.671] [bbotk] uhash
## INFO [13:18:54.671] [bbotk] 1460ed46-7f89-412e-a609-890bc23e20da
## INFO [13:18:54.673] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.678] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.681] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.748] [mlr3] Finished benchmark
## INFO [13:18:54.769] [bbotk] Result of batch 119:
## INFO [13:18:54.771] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:54.771] [bbotk] 111 0.08598574 3 0.6556604 0 0 0.06
## INFO [13:18:54.771] [bbotk] uhash
## INFO [13:18:54.771] [bbotk] 4b9ac2be-b2f9-42dd-afeb-dfe76d90f708
## INFO [13:18:54.773] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.778] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.781] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:55.384] [mlr3] Finished benchmark
## INFO [13:18:55.420] [bbotk] Result of batch 120:
## INFO [13:18:55.425] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:55.425] [bbotk] 484 0.1015956 6 0.6462264 0 0 0.595
## INFO [13:18:55.425] [bbotk] uhash
## INFO [13:18:55.425] [bbotk] 11beff1b-9d99-407c-8f79-4d5ef8336d1a
## INFO [13:18:55.431] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:55.442] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:55.453] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:55.571] [mlr3] Finished benchmark
## INFO [13:18:55.590] [bbotk] Result of batch 121:
## INFO [13:18:55.592] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:55.592] [bbotk] 351 0.1047666 2 0.6580189 0 0 0.112
## INFO [13:18:55.592] [bbotk] uhash
## INFO [13:18:55.592] [bbotk] fc6e71dc-d7c7-4ffa-9fd1-8625c2fd2d90
## INFO [13:18:55.594] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:55.598] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:55.603] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:55.716] [mlr3] Finished benchmark
## INFO [13:18:55.733] [bbotk] Result of batch 122:
## INFO [13:18:55.735] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:55.735] [bbotk] 470 0.01292218 1 0.6792453 0 0 0.105
## INFO [13:18:55.735] [bbotk] uhash
## INFO [13:18:55.735] [bbotk] dc20373e-70fb-4f2b-af7e-6b4f212fbba8
## INFO [13:18:55.738] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:55.742] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:55.749] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:55.997] [mlr3] Finished benchmark
## INFO [13:18:56.033] [bbotk] Result of batch 123:
## INFO [13:18:56.035] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.035] [bbotk] 388 0.1658724 3 0.615566 0 0 0.223
## INFO [13:18:56.035] [bbotk] uhash
## INFO [13:18:56.035] [bbotk] 9bb1b5a4-39ac-42ad-9d39-96da04b8dec0
## INFO [13:18:56.038] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.042] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.046] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.691] [mlr3] Finished benchmark
## INFO [13:18:56.765] [bbotk] Result of batch 124:
## INFO [13:18:56.767] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.767] [bbotk] 414 0.1312408 9 0.629717 0 0 0.611
## INFO [13:18:56.767] [bbotk] uhash
## INFO [13:18:56.767] [bbotk] d55735e0-444a-47fe-be63-26694c8c2d01
## INFO [13:18:56.774] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.795] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.806] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.828] [mlr3] Finished benchmark
## INFO [13:18:56.855] [bbotk] Result of batch 125:
## INFO [13:18:56.857] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.857] [bbotk] 2 0.04669361 3 0.6462264 0 0 0.017
## INFO [13:18:56.857] [bbotk] uhash
## INFO [13:18:56.857] [bbotk] 3d53fd95-643b-49c2-9e42-68c2226e7457
## INFO [13:18:56.860] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.867] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.876] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.907] [mlr3] Finished benchmark
## INFO [13:18:56.939] [bbotk] Result of batch 126:
## INFO [13:18:56.940] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.940] [bbotk] 58 0.03656922 1 0.6674528 0 0 0.02
## INFO [13:18:56.940] [bbotk] uhash
## INFO [13:18:56.940] [bbotk] 0e9d2395-828c-470c-b6f3-31cf90e0edb5
## INFO [13:18:56.943] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.953] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.957] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.106] [mlr3] Finished benchmark
## INFO [13:18:57.129] [bbotk] Result of batch 127:
## INFO [13:18:57.130] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:57.130] [bbotk] 182 0.1454819 4 0.6273585 0 0 0.132
## INFO [13:18:57.130] [bbotk] uhash
## INFO [13:18:57.130] [bbotk] c1f9ad59-2ff6-48ad-b255-79ccb12d3817
## INFO [13:18:57.132] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:57.137] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:57.141] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.163] [mlr3] Finished benchmark
## INFO [13:18:57.200] [bbotk] Result of batch 128:
## INFO [13:18:57.202] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:57.202] [bbotk] 26 0.04733086 2 0.6698113 0 0 0.014
## INFO [13:18:57.202] [bbotk] uhash
## INFO [13:18:57.202] [bbotk] 848205b7-0985-4d65-8ece-637745d4312e
## INFO [13:18:57.204] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:57.208] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:57.210] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.483] [mlr3] Finished benchmark
## INFO [13:18:57.525] [bbotk] Result of batch 129:
## INFO [13:18:57.527] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:57.527] [bbotk] 470 0.1791198 3 0.6084906 0 0 0.264
## INFO [13:18:57.527] [bbotk] uhash
## INFO [13:18:57.527] [bbotk] fa929c01-fe06-450d-81ca-96ede3d2767f
## INFO [13:18:57.536] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:57.552] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:57.556] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.957] [mlr3] Finished benchmark
## INFO [13:18:57.983] [bbotk] Result of batch 130:
## INFO [13:18:57.986] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:57.986] [bbotk] 310 0.1583601 9 0.6367925 0 0 0.397
## INFO [13:18:57.986] [bbotk] uhash
## INFO [13:18:57.986] [bbotk] e772bb3f-c410-47b8-9108-69a722962cfc
## INFO [13:18:58.013] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.024] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.027] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.630] [mlr3] Finished benchmark
## INFO [13:18:58.676] [bbotk] Result of batch 131:
## INFO [13:18:58.678] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:58.678] [bbotk] 275 0.01947339 10 0.6533019 0 0 0.587
## INFO [13:18:58.678] [bbotk] uhash
## INFO [13:18:58.678] [bbotk] 0787bcc9-7985-43ad-9c4d-e0cc787817b8
## INFO [13:18:58.680] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.691] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.707] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.800] [mlr3] Finished benchmark
## INFO [13:18:58.829] [bbotk] Result of batch 132:
## INFO [13:18:58.831] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:58.831] [bbotk] 51 0.1302307 9 0.6391509 0 0 0.085
## INFO [13:18:58.831] [bbotk] uhash
## INFO [13:18:58.831] [bbotk] 22f4dab7-8eb9-456a-b396-b63a48a8c720
## INFO [13:18:58.833] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.842] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.847] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.888] [mlr3] Finished benchmark
## INFO [13:18:58.919] [bbotk] Result of batch 133:
## INFO [13:18:58.920] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:58.920] [bbotk] 5 0.1676311 10 0.6273585 0 0 0.036
## INFO [13:18:58.920] [bbotk] uhash
## INFO [13:18:58.920] [bbotk] 8c595200-6c97-410b-8629-d455b1cd1e67
## INFO [13:18:58.923] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.929] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.941] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.023] [mlr3] Finished benchmark
## INFO [13:18:59.044] [bbotk] Result of batch 134:
## INFO [13:18:59.046] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.046] [bbotk] 41 0.1452751 9 0.6580189 0 0 0.076
## INFO [13:18:59.046] [bbotk] uhash
## INFO [13:18:59.046] [bbotk] ffe6b145-af90-4c9e-909f-b56414778d43
## INFO [13:18:59.048] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.053] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.083] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.590] [mlr3] Finished benchmark
## INFO [13:18:59.659] [bbotk] Result of batch 135:
## INFO [13:18:59.662] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.662] [bbotk] 413 0.1445991 7 0.6556604 0 0 0.494
## INFO [13:18:59.662] [bbotk] uhash
## INFO [13:18:59.662] [bbotk] 522bedd8-6b69-40c9-9e61-01a39f6bc0a3
## INFO [13:18:59.665] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.671] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.675] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.804] [mlr3] Finished benchmark
## INFO [13:18:59.836] [bbotk] Result of batch 136:
## INFO [13:18:59.838] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.838] [bbotk] 226 0.1981633 3 0.6061321 0 0 0.117
## INFO [13:18:59.838] [bbotk] uhash
## INFO [13:18:59.838] [bbotk] 513eff94-551d-43a0-881a-1674f0acc84a
## INFO [13:18:59.841] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.853] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.865] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.952] [mlr3] Finished benchmark
## INFO [13:18:59.992] [bbotk] Result of batch 137:
## INFO [13:18:59.993] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.993] [bbotk] 69 0.1883214 6 0.6698113 0 0 0.076
## INFO [13:18:59.993] [bbotk] uhash
## INFO [13:18:59.993] [bbotk] 1cc29e69-a6a7-480a-9317-ffa96ecde772
## INFO [13:18:59.996] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.001] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.004] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.195] [mlr3] Finished benchmark
## INFO [13:19:00.271] [bbotk] Result of batch 138:
## INFO [13:19:00.273] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.273] [bbotk] 97 0.0658487 9 0.6603774 0 0 0.184
## INFO [13:19:00.273] [bbotk] uhash
## INFO [13:19:00.273] [bbotk] 6ba98d8a-1471-4df0-88df-46c0af45072e
## INFO [13:19:00.276] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.281] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.284] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.361] [mlr3] Finished benchmark
## INFO [13:19:00.375] [bbotk] Result of batch 139:
## INFO [13:19:00.381] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.381] [bbotk] 96 0.180428 4 0.6391509 0 0 0.072
## INFO [13:19:00.381] [bbotk] uhash
## INFO [13:19:00.381] [bbotk] d25d6959-e632-4a89-a92a-dd55269dc986
## INFO [13:19:00.385] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.390] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.393] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.722] [mlr3] Finished benchmark
## INFO [13:19:00.744] [bbotk] Result of batch 140:
## INFO [13:19:00.746] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.746] [bbotk] 393 0.07734324 5 0.6462264 0 0 0.321
## INFO [13:19:00.746] [bbotk] uhash
## INFO [13:19:00.746] [bbotk] 99ad3907-3024-4663-8301-262b7af0cbd4
## INFO [13:19:00.748] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.754] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.765] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.861] [mlr3] Finished benchmark
## INFO [13:19:00.930] [bbotk] Result of batch 141:
## INFO [13:19:00.939] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.939] [bbotk] 24 0.1742781 8 0.6768868 0 0 0.073
## INFO [13:19:00.939] [bbotk] uhash
## INFO [13:19:00.939] [bbotk] a42560f0-cc2a-4cb8-b090-b96bd70293aa
## INFO [13:19:00.947] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.972] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.977] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:01.009] [mlr3] Finished benchmark
## INFO [13:19:01.108] [bbotk] Result of batch 142:
## INFO [13:19:01.112] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:01.112] [bbotk] 2 0.1100644 10 0.6108491 0 0 0.021
## INFO [13:19:01.112] [bbotk] uhash
## INFO [13:19:01.112] [bbotk] 9eab94b4-7d4c-48c7-b462-4a1c6495ae4a
## INFO [13:19:01.117] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:01.122] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:01.127] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:01.237] [mlr3] Finished benchmark
## INFO [13:19:01.255] [bbotk] Result of batch 143:
## INFO [13:19:01.260] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:01.260] [bbotk] 119 0.1520617 5 0.6533019 0 0 0.105
## INFO [13:19:01.260] [bbotk] uhash
## INFO [13:19:01.260] [bbotk] 1a6f8403-5f1c-4573-9ef8-8d998ede5960
## INFO [13:19:01.264] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:01.270] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:01.279] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:01.603] [mlr3] Finished benchmark
## INFO [13:19:01.733] [bbotk] Result of batch 144:
## INFO [13:19:01.741] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:01.741] [bbotk] 401 0.01072816 4 0.6698113 0 0 0.288
## INFO [13:19:01.741] [bbotk] uhash
## INFO [13:19:01.741] [bbotk] f4b68704-0aae-4169-aac4-0dab0300a691
## INFO [13:19:01.757] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:01.776] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:01.805] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:01.938] [mlr3] Finished benchmark
## INFO [13:19:02.003] [bbotk] Result of batch 145:
## INFO [13:19:02.006] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.006] [bbotk] 113 0.0389219 3 0.6580189 0 0 0.119
## INFO [13:19:02.006] [bbotk] uhash
## INFO [13:19:02.006] [bbotk] e63644c9-2fbc-448f-bda9-c17a32ae0198
## INFO [13:19:02.009] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.014] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.021] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.410] [mlr3] Finished benchmark
## INFO [13:19:02.449] [bbotk] Result of batch 146:
## INFO [13:19:02.450] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.450] [bbotk] 336 0.01995118 5 0.6627358 0 0 0.372
## INFO [13:19:02.450] [bbotk] uhash
## INFO [13:19:02.450] [bbotk] 0145bdc8-33b5-454f-a974-89989cb95e26
## INFO [13:19:02.457] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.466] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.469] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.529] [mlr3] Finished benchmark
## INFO [13:19:02.558] [bbotk] Result of batch 147:
## INFO [13:19:02.569] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.569] [bbotk] 110 0.1594172 2 0.6509434 0 0 0.055
## INFO [13:19:02.569] [bbotk] uhash
## INFO [13:19:02.569] [bbotk] 255838e1-8888-460d-98d5-7a8c77f02e16
## INFO [13:19:02.572] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.586] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.592] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.708] [mlr3] Finished benchmark
## INFO [13:19:02.739] [bbotk] Result of batch 148:
## INFO [13:19:02.744] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.744] [bbotk] 250 0.08695879 1 0.6816038 0 0 0.094
## INFO [13:19:02.744] [bbotk] uhash
## INFO [13:19:02.744] [bbotk] 0599fca1-6128-47e2-b954-c74efd53653f
## INFO [13:19:02.755] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.772] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.776] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.908] [mlr3] Finished benchmark
## INFO [13:19:03.398] [bbotk] Result of batch 149:
## INFO [13:19:03.416] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:03.416] [bbotk] 369 0.1044917 1 0.6768868 0 0 0.124
## INFO [13:19:03.416] [bbotk] uhash
## INFO [13:19:03.416] [bbotk] 6051b87c-f998-4f3f-b322-dc02bd3f8944
## INFO [13:19:03.430] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:03.458] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:03.466] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:03.907] [mlr3] Finished benchmark
## INFO [13:19:03.951] [bbotk] Result of batch 150:
## INFO [13:19:03.953] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:03.953] [bbotk] 417 0.05650992 6 0.6415094 0 0 0.418
## INFO [13:19:03.953] [bbotk] uhash
## INFO [13:19:03.953] [bbotk] c48c66de-0570-4309-bb65-6b1505f82df0
## INFO [13:19:03.956] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:03.962] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:03.965] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.102] [mlr3] Finished benchmark
## INFO [13:19:04.142] [bbotk] Result of batch 151:
## INFO [13:19:04.149] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:04.149] [bbotk] 18 0.06996103 8 0.6391509 0 0 0.115
## INFO [13:19:04.149] [bbotk] uhash
## INFO [13:19:04.149] [bbotk] 98a4a989-1642-4bd9-b4a4-99776764e94a
## INFO [13:19:04.158] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.170] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.178] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.551] [mlr3] Finished benchmark
## INFO [13:19:04.614] [bbotk] Result of batch 152:
## INFO [13:19:04.616] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:04.616] [bbotk] 182 0.09360079 9 0.6462264 0 0 0.343
## INFO [13:19:04.616] [bbotk] uhash
## INFO [13:19:04.616] [bbotk] 20e744d2-7498-47f0-a9f1-550573c80351
## INFO [13:19:04.619] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.624] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.629] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.408] [mlr3] Finished benchmark
## INFO [13:19:05.456] [bbotk] Result of batch 153:
## INFO [13:19:05.458] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:05.458] [bbotk] 448 0.04137104 9 0.6462264 0 0 0.75
## INFO [13:19:05.458] [bbotk] uhash
## INFO [13:19:05.458] [bbotk] c3cb1226-51f0-4408-9892-1ce515688e40
## INFO [13:19:05.460] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.466] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.473] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.503] [mlr3] Finished benchmark
## INFO [13:19:05.524] [bbotk] Result of batch 154:
## INFO [13:19:05.525] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:05.525] [bbotk] 36 0.03834516 3 0.6792453 0 0 0.027
## INFO [13:19:05.525] [bbotk] uhash
## INFO [13:19:05.525] [bbotk] 507c3d51-858d-41c7-906a-3ee168414db5
## INFO [13:19:05.527] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.531] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.535] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.695] [mlr3] Finished benchmark
## INFO [13:19:05.710] [bbotk] Result of batch 155:
## INFO [13:19:05.712] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:05.712] [bbotk] 241 0.1202639 4 0.625 0 0 0.15
## INFO [13:19:05.712] [bbotk] uhash
## INFO [13:19:05.712] [bbotk] 3bdd5bfa-c3a2-4c59-a80f-167c000a9029
## INFO [13:19:05.714] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.719] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.722] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.996] [mlr3] Finished benchmark
## INFO [13:19:06.018] [bbotk] Result of batch 156:
## INFO [13:19:06.019] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.019] [bbotk] 197 0.1386663 8 0.6391509 0 0 0.266
## INFO [13:19:06.019] [bbotk] uhash
## INFO [13:19:06.019] [bbotk] 23481dae-5e14-4e65-8fd7-dc0a40c7c2c4
## INFO [13:19:06.022] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.026] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.029] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.070] [mlr3] Finished benchmark
## INFO [13:19:06.122] [bbotk] Result of batch 157:
## INFO [13:19:06.124] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.124] [bbotk] 91 0.1499793 2 0.6580189 0 0 0.033
## INFO [13:19:06.124] [bbotk] uhash
## INFO [13:19:06.124] [bbotk] b688cb75-ea33-4c03-8f6d-2043a6244834
## INFO [13:19:06.126] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.130] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.133] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.239] [mlr3] Finished benchmark
## INFO [13:19:06.278] [bbotk] Result of batch 158:
## INFO [13:19:06.282] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.282] [bbotk] 265 0.09856013 2 0.6533019 0 0 0.099
## INFO [13:19:06.282] [bbotk] uhash
## INFO [13:19:06.282] [bbotk] 46afae50-e499-4609-a98e-0a8c85eb0440
## INFO [13:19:06.285] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.289] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.292] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.409] [mlr3] Finished benchmark
## INFO [13:19:06.425] [bbotk] Result of batch 159:
## INFO [13:19:06.426] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.426] [bbotk] 397 0.131377 1 0.6745283 0 0 0.11
## INFO [13:19:06.426] [bbotk] uhash
## INFO [13:19:06.426] [bbotk] 7bffb728-6444-44e4-82b5-6031cc42e855
## INFO [13:19:06.428] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.434] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.437] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.498] [mlr3] Finished benchmark
## INFO [13:19:06.517] [bbotk] Result of batch 160:
## INFO [13:19:06.522] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.522] [bbotk] 37 0.07212064 7 0.6603774 0 0 0.057
## INFO [13:19:06.522] [bbotk] uhash
## INFO [13:19:06.522] [bbotk] d4e144a1-38c4-41e3-816a-b4f46e6ac7dd
## INFO [13:19:06.526] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.530] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.533] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.840] [mlr3] Finished benchmark
## INFO [13:19:06.862] [bbotk] Result of batch 161:
## INFO [13:19:06.863] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.863] [bbotk] 391 0.1341993 5 0.6391509 0 0 0.301
## INFO [13:19:06.863] [bbotk] uhash
## INFO [13:19:06.863] [bbotk] a7c6ec58-d768-44b0-accc-60e67bff9592
## INFO [13:19:06.865] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.869] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.872] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.011] [mlr3] Finished benchmark
## INFO [13:19:07.040] [bbotk] Result of batch 162:
## INFO [13:19:07.042] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.042] [bbotk] 199 0.01164906 4 0.6745283 0 0 0.135
## INFO [13:19:07.042] [bbotk] uhash
## INFO [13:19:07.042] [bbotk] 4dcf943d-d35f-49c6-ac17-22cc3ad337b9
## INFO [13:19:07.047] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.057] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.061] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.562] [mlr3] Finished benchmark
## INFO [13:19:07.633] [bbotk] Result of batch 163:
## INFO [13:19:07.638] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.638] [bbotk] 325 0.147799 10 0.6415094 0 0 0.486
## INFO [13:19:07.638] [bbotk] uhash
## INFO [13:19:07.638] [bbotk] 62bd8a0d-f08e-417e-8e5c-79751483cb78
## INFO [13:19:07.652] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.671] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.677] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.818] [mlr3] Finished benchmark
## INFO [13:19:07.837] [bbotk] Result of batch 164:
## INFO [13:19:07.867] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.867] [bbotk] 315 0.04599066 1 0.6839623 0 0 0.13
## INFO [13:19:07.867] [bbotk] uhash
## INFO [13:19:07.867] [bbotk] b49c5b2c-5b2e-4f1b-8b5e-e52c924f2344
## INFO [13:19:07.874] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.881] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.885] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.117] [mlr3] Finished benchmark
## INFO [13:19:08.146] [bbotk] Result of batch 165:
## INFO [13:19:08.148] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.148] [bbotk] 133 0.09960946 9 0.6509434 0 0 0.225
## INFO [13:19:08.148] [bbotk] uhash
## INFO [13:19:08.148] [bbotk] 8b9369c2-f726-4bae-8cd0-90886868d67f
## INFO [13:19:08.150] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.154] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.160] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.179] [mlr3] Finished benchmark
## INFO [13:19:08.202] [bbotk] Result of batch 166:
## INFO [13:19:08.204] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.204] [bbotk] 9 0.1334327 3 0.6768868 0 0 0.012
## INFO [13:19:08.204] [bbotk] uhash
## INFO [13:19:08.204] [bbotk] 9247936e-45f9-4402-82e5-9a828c597e33
## INFO [13:19:08.208] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.216] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.220] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.245] [mlr3] Finished benchmark
## INFO [13:19:08.279] [bbotk] Result of batch 167:
## INFO [13:19:08.281] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.281] [bbotk] 29 0.05587332 2 0.6745283 0 0 0.021
## INFO [13:19:08.281] [bbotk] uhash
## INFO [13:19:08.281] [bbotk] 427989ec-7aef-4bcc-8e63-f83f8f2ddc3a
## INFO [13:19:08.283] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.288] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.291] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.369] [mlr3] Finished benchmark
## INFO [13:19:08.391] [bbotk] Result of batch 168:
## INFO [13:19:08.392] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.392] [bbotk] 272 0.1066556 1 0.6792453 0 0 0.072
## INFO [13:19:08.392] [bbotk] uhash
## INFO [13:19:08.392] [bbotk] 10353e20-d811-4a50-9f32-1e5fddf3afdc
## INFO [13:19:08.394] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.398] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.405] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.918] [mlr3] Finished benchmark
## INFO [13:19:08.972] [bbotk] Result of batch 169:
## INFO [13:19:08.979] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.979] [bbotk] 432 0.1951523 8 0.6179245 0 0 0.505
## INFO [13:19:08.979] [bbotk] uhash
## INFO [13:19:08.979] [bbotk] 66cebb0d-218f-4eaf-8949-aa039598c5fa
## INFO [13:19:08.981] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.986] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.989] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.616] [mlr3] Finished benchmark
## INFO [13:19:09.669] [bbotk] Result of batch 170:
## INFO [13:19:09.671] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:09.671] [bbotk] 477 0.1714347 10 0.6509434 0 0 0.622
## INFO [13:19:09.671] [bbotk] uhash
## INFO [13:19:09.671] [bbotk] af906e1b-8eaf-4f18-879f-57c8b2e80e00
## INFO [13:19:09.674] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.680] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.685] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.831] [mlr3] Finished benchmark
## INFO [13:19:09.860] [bbotk] Result of batch 171:
## INFO [13:19:09.862] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:09.862] [bbotk] 69 0.02081323 9 0.6320755 0 0 0.137
## INFO [13:19:09.862] [bbotk] uhash
## INFO [13:19:09.862] [bbotk] 396c3c14-97b3-4a10-b8fb-832ba7750387
## INFO [13:19:09.865] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.876] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.880] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.946] [mlr3] Finished benchmark
## INFO [13:19:09.975] [bbotk] Result of batch 172:
## INFO [13:19:09.977] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:09.977] [bbotk] 209 0.04947843 1 0.6816038 0 0 0.053
## INFO [13:19:09.977] [bbotk] uhash
## INFO [13:19:09.977] [bbotk] 5faf3235-1271-4afa-bbe1-bb94a0b334ef
## INFO [13:19:09.979] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.983] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.986] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.047] [mlr3] Finished benchmark
## INFO [13:19:10.073] [bbotk] Result of batch 173:
## INFO [13:19:10.077] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.077] [bbotk] 269 0.1024045 1 0.6816038 0 0 0.057
## INFO [13:19:10.077] [bbotk] uhash
## INFO [13:19:10.077] [bbotk] 27e76d61-3dac-4c8c-a307-0039c1a870a8
## INFO [13:19:10.080] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.091] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.095] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.173] [mlr3] Finished benchmark
## INFO [13:19:10.214] [bbotk] Result of batch 174:
## INFO [13:19:10.216] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.216] [bbotk] 101 0.02513692 4 0.6768868 0 0 0.075
## INFO [13:19:10.216] [bbotk] uhash
## INFO [13:19:10.216] [bbotk] ff7ba612-864b-43bf-a06f-d1f525bdc372
## INFO [13:19:10.218] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.231] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.238] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.367] [mlr3] Finished benchmark
## INFO [13:19:10.395] [bbotk] Result of batch 175:
## INFO [13:19:10.396] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.396] [bbotk] 83 0.1159681 9 0.6485849 0 0 0.119
## INFO [13:19:10.396] [bbotk] uhash
## INFO [13:19:10.396] [bbotk] 0f384fa1-b37f-48f1-b078-080d77d9edab
## INFO [13:19:10.398] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.406] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.409] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.745] [mlr3] Finished benchmark
## INFO [13:19:10.764] [bbotk] Result of batch 176:
## INFO [13:19:10.766] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.766] [bbotk] 247 0.194049 8 0.634434 0 0 0.33
## INFO [13:19:10.766] [bbotk] uhash
## INFO [13:19:10.766] [bbotk] 64e14f64-c927-4a9a-a84d-040c180a2949
## INFO [13:19:10.768] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.772] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.776] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.964] [mlr3] Finished benchmark
## INFO [13:19:11.012] [bbotk] Result of batch 177:
## INFO [13:19:11.013] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.013] [bbotk] 337 0.1990075 3 0.6226415 0 0 0.183
## INFO [13:19:11.013] [bbotk] uhash
## INFO [13:19:11.013] [bbotk] 2d4fad53-f43a-410a-a176-d51facbc7c4f
## INFO [13:19:11.016] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.025] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.031] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.375] [mlr3] Finished benchmark
## INFO [13:19:11.407] [bbotk] Result of batch 178:
## INFO [13:19:11.411] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.411] [bbotk] 440 0.1785574 5 0.629717 0 0 0.336
## INFO [13:19:11.411] [bbotk] uhash
## INFO [13:19:11.411] [bbotk] 23228dcb-ea0b-484e-aead-321ddcaa4ff3
## INFO [13:19:11.413] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.418] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.421] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.539] [mlr3] Finished benchmark
## INFO [13:19:11.559] [bbotk] Result of batch 179:
## INFO [13:19:11.560] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.560] [bbotk] 139 0.009316131 5 0.6603774 0 0 0.109
## INFO [13:19:11.560] [bbotk] uhash
## INFO [13:19:11.560] [bbotk] 3fa65739-1217-4b02-9e2e-bf8b05b51fc0
## INFO [13:19:11.562] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.580] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.584] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.662] [mlr3] Finished benchmark
## INFO [13:19:11.684] [bbotk] Result of batch 180:
## INFO [13:19:11.685] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.685] [bbotk] 331 0.02703691 1 0.6816038 0 0 0.073
## INFO [13:19:11.685] [bbotk] uhash
## INFO [13:19:11.685] [bbotk] dd4c5e3d-1cd0-4013-8abe-61ded7598a68
## INFO [13:19:11.688] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.692] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.695] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.825] [mlr3] Finished benchmark
## INFO [13:19:11.856] [bbotk] Result of batch 181:
## INFO [13:19:11.859] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.859] [bbotk] 149 0.1522593 5 0.6367925 0 0 0.124
## INFO [13:19:11.859] [bbotk] uhash
## INFO [13:19:11.859] [bbotk] 7c99ea1a-3715-40bf-aaeb-0f4b6773878c
## INFO [13:19:11.861] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.866] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.869] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.904] [mlr3] Finished benchmark
## INFO [13:19:11.926] [bbotk] Result of batch 182:
## INFO [13:19:11.931] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.931] [bbotk] 12 0.1569129 9 0.634434 0 0 0.031
## INFO [13:19:11.931] [bbotk] uhash
## INFO [13:19:11.931] [bbotk] ecbcf3c5-363f-40a5-a0eb-998ad19e6e01
## INFO [13:19:11.943] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.950] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.954] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:12.895] [mlr3] Finished benchmark
## INFO [13:19:13.016] [bbotk] Result of batch 183:
## INFO [13:19:13.017] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.017] [bbotk] 461 0.007750649 10 0.6438679 0 0 0.931
## INFO [13:19:13.017] [bbotk] uhash
## INFO [13:19:13.017] [bbotk] 32a85338-9e52-49b0-b0ba-9734b4e89434
## INFO [13:19:13.019] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.026] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.033] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.215] [mlr3] Finished benchmark
## INFO [13:19:13.238] [bbotk] Result of batch 184:
## INFO [13:19:13.242] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.242] [bbotk] 330 0.1343265 4 0.629717 0 0 0.175
## INFO [13:19:13.242] [bbotk] uhash
## INFO [13:19:13.242] [bbotk] 5ae4287f-b4e6-4f35-ae40-82c30640a665
## INFO [13:19:13.245] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.252] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.255] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.787] [mlr3] Finished benchmark
## INFO [13:19:13.867] [bbotk] Result of batch 185:
## INFO [13:19:13.871] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.871] [bbotk] 472 0.1772271 7 0.6391509 0 0 0.524
## INFO [13:19:13.871] [bbotk] uhash
## INFO [13:19:13.871] [bbotk] 8ce488d5-5ca5-4840-b259-1cc4548d8ba1
## INFO [13:19:13.888] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.894] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.900] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.984] [mlr3] Finished benchmark
## INFO [13:19:14.006] [bbotk] Result of batch 186:
## INFO [13:19:14.010] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.010] [bbotk] 55 0.125323 6 0.6674528 0 0 0.071
## INFO [13:19:14.010] [bbotk] uhash
## INFO [13:19:14.010] [bbotk] cfe466b1-af44-4a1b-87e1-f22ae9976df5
## INFO [13:19:14.015] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.027] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.039] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.133] [mlr3] Finished benchmark
## INFO [13:19:14.151] [bbotk] Result of batch 187:
## INFO [13:19:14.153] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.153] [bbotk] 205 0.1878417 1 0.6745283 0 0 0.087
## INFO [13:19:14.153] [bbotk] uhash
## INFO [13:19:14.153] [bbotk] 4dccdb12-932d-457c-b364-096ebfe20c62
## INFO [13:19:14.155] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.161] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.165] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.352] [mlr3] Finished benchmark
## INFO [13:19:14.374] [bbotk] Result of batch 188:
## INFO [13:19:14.376] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.376] [bbotk] 369 0.05870193 3 0.6485849 0 0 0.183
## INFO [13:19:14.376] [bbotk] uhash
## INFO [13:19:14.376] [bbotk] 9c81d30f-f82a-458e-a739-f232ebd23035
## INFO [13:19:14.379] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.384] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.387] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.400] [mlr3] Finished benchmark
## INFO [13:19:14.421] [bbotk] Result of batch 189:
## INFO [13:19:14.423] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.423] [bbotk] 17 0.1790732 1 0.6768868 0 0 0.009
## INFO [13:19:14.423] [bbotk] uhash
## INFO [13:19:14.423] [bbotk] 8ff68a8f-1a0a-485a-b669-617087b5c91d
## INFO [13:19:14.425] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.429] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.432] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.451] [mlr3] Finished benchmark
## INFO [13:19:14.470] [bbotk] Result of batch 190:
## INFO [13:19:14.472] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.472] [bbotk] 3 0.09479482 4 0.6415094 0 0 0.013
## INFO [13:19:14.472] [bbotk] uhash
## INFO [13:19:14.472] [bbotk] 2268827c-543a-4fe2-b34d-d862535158db
## INFO [13:19:14.476] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.486] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.490] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.527] [mlr3] Finished benchmark
## INFO [13:19:14.550] [bbotk] Result of batch 191:
## INFO [13:19:14.551] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.551] [bbotk] 30 0.1503126 3 0.6721698 0 0 0.031
## INFO [13:19:14.551] [bbotk] uhash
## INFO [13:19:14.551] [bbotk] 2fb3da5e-f313-48c4-aa38-73bf12cb7854
## INFO [13:19:14.553] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.558] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.561] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.862] [mlr3] Finished benchmark
## INFO [13:19:14.883] [bbotk] Result of batch 192:
## INFO [13:19:14.884] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.884] [bbotk] 203 0.1824321 10 0.6438679 0 0 0.295
## INFO [13:19:14.884] [bbotk] uhash
## INFO [13:19:14.884] [bbotk] 8029e733-fffb-46ca-836e-96a2b128c140
## INFO [13:19:14.886] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.891] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.897] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:15.194] [mlr3] Finished benchmark
## INFO [13:19:15.220] [bbotk] Result of batch 193:
## INFO [13:19:15.222] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:15.222] [bbotk] 185 0.1585787 10 0.6391509 0 0 0.286
## INFO [13:19:15.222] [bbotk] uhash
## INFO [13:19:15.222] [bbotk] d639c315-63ac-469b-a551-1a28f654088c
## INFO [13:19:15.224] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:15.229] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:15.235] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:15.804] [mlr3] Finished benchmark
## INFO [13:19:15.821] [bbotk] Result of batch 194:
## INFO [13:19:15.823] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:15.823] [bbotk] 423 0.1535106 10 0.6320755 0 0 0.562
## INFO [13:19:15.823] [bbotk] uhash
## INFO [13:19:15.823] [bbotk] 5065a513-8f6e-4927-8f8d-a99af64425f6
## INFO [13:19:15.854] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:15.879] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:15.883] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.017] [mlr3] Finished benchmark
## INFO [13:19:16.032] [bbotk] Result of batch 195:
## INFO [13:19:16.033] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.033] [bbotk] 64 0.1059246 10 0.6674528 0 0 0.129
## INFO [13:19:16.033] [bbotk] uhash
## INFO [13:19:16.033] [bbotk] 77ec34af-b231-4f37-bb80-ff25922245c3
## INFO [13:19:16.035] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.041] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.046] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.333] [mlr3] Finished benchmark
## INFO [13:19:16.354] [bbotk] Result of batch 196:
## INFO [13:19:16.355] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.355] [bbotk] 251 0.1056521 7 0.6438679 0 0 0.282
## INFO [13:19:16.355] [bbotk] uhash
## INFO [13:19:16.355] [bbotk] c70193cc-f1f2-405c-8f89-72cd4ab146a1
## INFO [13:19:16.359] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.369] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.373] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.524] [mlr3] Finished benchmark
## INFO [13:19:16.541] [bbotk] Result of batch 197:
## INFO [13:19:16.543] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.543] [bbotk] 313 0.1294906 3 0.6391509 0 0 0.145
## INFO [13:19:16.543] [bbotk] uhash
## INFO [13:19:16.543] [bbotk] de6ed817-bedb-4026-946a-972a76e54fc6
## INFO [13:19:16.545] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.551] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.559] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.797] [mlr3] Finished benchmark
## INFO [13:19:16.871] [bbotk] Result of batch 198:
## INFO [13:19:16.872] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.872] [bbotk] 118 0.03150408 9 0.6462264 0 0 0.234
## INFO [13:19:16.872] [bbotk] uhash
## INFO [13:19:16.872] [bbotk] ac22977e-7277-435c-b4d6-c1228ed666aa
## INFO [13:19:16.877] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.888] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.895] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.150] [mlr3] Finished benchmark
## INFO [13:19:17.180] [bbotk] Result of batch 199:
## INFO [13:19:17.181] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.181] [bbotk] 152 0.09650102 8 0.634434 0 0 0.244
## INFO [13:19:17.181] [bbotk] uhash
## INFO [13:19:17.181] [bbotk] d2e5daed-b88b-422a-81c8-fcec3db9e622
## INFO [13:19:17.184] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.190] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.196] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.366] [mlr3] Finished benchmark
## INFO [13:19:17.384] [bbotk] Result of batch 200:
## INFO [13:19:17.386] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.386] [bbotk] 335 0.0957346 3 0.629717 0 0 0.165
## INFO [13:19:17.386] [bbotk] uhash
## INFO [13:19:17.386] [bbotk] c11ff93f-545f-4616-bcf1-0febd3c2eab4
## INFO [13:19:17.395] [bbotk] Finished optimizing after 200 evaluation(s)
## INFO [13:19:17.395] [bbotk] Result:
## INFO [13:19:17.397] [bbotk] nrounds eta max_depth learner_param_vals x_domain classif.acc
## INFO [13:19:17.397] [bbotk] <int> <num> <int> <list> <list> <num>
## INFO [13:19:17.397] [bbotk] 159 0.07721867 1 <list[6]> <list[3]> 0.6886792
## INFO [13:18:22.155] [mlr3] Applying learner 'classif.xgboost.tuned' on task 'drugs-data' (iter 4/4)
## INFO [13:18:22.580] [bbotk] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals> [n_evals=200, k=0]'
## INFO [13:18:22.637] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.647] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.661] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.170] [mlr3] Finished benchmark
## INFO [13:18:23.203] [bbotk] Result of batch 1:
## INFO [13:18:23.205] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.205] [bbotk] 487 0.186004 7 0.6462264 0 0 0.491
## INFO [13:18:23.205] [bbotk] uhash
## INFO [13:18:23.205] [bbotk] 64d566d7-0427-4b55-9150-792508ebf908
## INFO [13:18:23.208] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.230] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.234] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.355] [mlr3] Finished benchmark
## INFO [13:18:23.374] [bbotk] Result of batch 2:
## INFO [13:18:23.378] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.378] [bbotk] 93 0.05081237 8 0.6768868 0 0 0.116
## INFO [13:18:23.378] [bbotk] uhash
## INFO [13:18:23.378] [bbotk] 146ef029-4839-4daa-8d28-7a0a4ad6939f
## INFO [13:18:23.383] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.394] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.401] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.449] [mlr3] Finished benchmark
## INFO [13:18:23.468] [bbotk] Result of batch 3:
## INFO [13:18:23.470] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.470] [bbotk] 49 0.1469735 5 0.7099057 0 0 0.037
## INFO [13:18:23.470] [bbotk] uhash
## INFO [13:18:23.470] [bbotk] 2d362b0c-aceb-4e29-a58d-4dbe8a0630cf
## INFO [13:18:23.473] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.482] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.487] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.550] [mlr3] Finished benchmark
## INFO [13:18:23.579] [bbotk] Result of batch 4:
## INFO [13:18:23.581] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.581] [bbotk] 39 0.1419712 7 0.6816038 0 0 0.056
## INFO [13:18:23.581] [bbotk] uhash
## INFO [13:18:23.581] [bbotk] 707599e8-b8b9-40dd-8035-35ad52196fe6
## INFO [13:18:23.583] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.589] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.592] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.761] [mlr3] Finished benchmark
## INFO [13:18:23.774] [bbotk] Result of batch 5:
## INFO [13:18:23.776] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:23.776] [bbotk] 349 0.0939446 3 0.6768868 0 0 0.165
## INFO [13:18:23.776] [bbotk] uhash
## INFO [13:18:23.776] [bbotk] 58782b92-816f-4868-8499-c05c34e05668
## INFO [13:18:23.778] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.805] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.809] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.085] [mlr3] Finished benchmark
## INFO [13:18:24.105] [bbotk] Result of batch 6:
## INFO [13:18:24.106] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.106] [bbotk] 201 0.1011627 9 0.6603774 0 0 0.271
## INFO [13:18:24.106] [bbotk] uhash
## INFO [13:18:24.106] [bbotk] 1cf4f31f-e181-4015-9389-cb16156ed96b
## INFO [13:18:24.109] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.113] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.117] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.196] [mlr3] Finished benchmark
## INFO [13:18:24.216] [bbotk] Result of batch 7:
## INFO [13:18:24.217] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.217] [bbotk] 444 0.07964847 1 0.7429245 0 0 0.073
## INFO [13:18:24.217] [bbotk] uhash
## INFO [13:18:24.217] [bbotk] 5434231d-9935-413d-839d-d92df34713fc
## INFO [13:18:24.219] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.223] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.227] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.445] [mlr3] Finished benchmark
## INFO [13:18:24.459] [bbotk] Result of batch 8:
## INFO [13:18:24.462] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.462] [bbotk] 302 0.09445436 6 0.6839623 0 0 0.21
## INFO [13:18:24.462] [bbotk] uhash
## INFO [13:18:24.462] [bbotk] e530709f-d8b0-47ff-9522-ba2acf0c2257
## INFO [13:18:24.464] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.468] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.471] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.528] [mlr3] Finished benchmark
## INFO [13:18:24.543] [bbotk] Result of batch 9:
## INFO [13:18:24.545] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.545] [bbotk] 116 0.01278945 2 0.6933962 0 0 0.047
## INFO [13:18:24.545] [bbotk] uhash
## INFO [13:18:24.545] [bbotk] fb8d3e8f-e542-4e08-a91d-638565641162
## INFO [13:18:24.547] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.552] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.555] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.645] [mlr3] Finished benchmark
## INFO [13:18:24.658] [bbotk] Result of batch 10:
## INFO [13:18:24.659] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.659] [bbotk] 384 0.1231827 2 0.6863208 0 0 0.086
## INFO [13:18:24.659] [bbotk] uhash
## INFO [13:18:24.659] [bbotk] cb3c0059-ffd8-4a7c-a4e7-83f222806fb2
## INFO [13:18:24.661] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.668] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.673] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.795] [mlr3] Finished benchmark
## INFO [13:18:24.814] [bbotk] Result of batch 11:
## INFO [13:18:24.815] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:24.815] [bbotk] 125 0.1663984 7 0.6698113 0 0 0.119
## INFO [13:18:24.815] [bbotk] uhash
## INFO [13:18:24.815] [bbotk] 5cd4abc4-041c-421e-8c6f-08b3c9dd2654
## INFO [13:18:24.817] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.821] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.823] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.055] [mlr3] Finished benchmark
## INFO [13:18:25.067] [bbotk] Result of batch 12:
## INFO [13:18:25.069] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.069] [bbotk] 242 0.04128556 7 0.6816038 0 0 0.228
## INFO [13:18:25.069] [bbotk] uhash
## INFO [13:18:25.069] [bbotk] 2c4af653-2dc7-413e-bfc7-0991bcf2b157
## INFO [13:18:25.073] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.078] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.082] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.233] [mlr3] Finished benchmark
## INFO [13:18:25.253] [bbotk] Result of batch 13:
## INFO [13:18:25.256] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.256] [bbotk] 429 0.04542239 2 0.7264151 0 0 0.132
## INFO [13:18:25.256] [bbotk] uhash
## INFO [13:18:25.256] [bbotk] 51513d36-d7a3-4cfd-b523-7b692ac70076
## INFO [13:18:25.258] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.262] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.267] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.373] [mlr3] Finished benchmark
## INFO [13:18:25.400] [bbotk] Result of batch 14:
## INFO [13:18:25.401] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.401] [bbotk] 107 0.1731395 7 0.6533019 0 0 0.1
## INFO [13:18:25.401] [bbotk] uhash
## INFO [13:18:25.401] [bbotk] 83db3750-fa2a-4a2e-8a96-50e66edb73e8
## INFO [13:18:25.403] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.411] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.415] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.472] [mlr3] Finished benchmark
## INFO [13:18:25.489] [bbotk] Result of batch 15:
## INFO [13:18:25.490] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.490] [bbotk] 73 0.07317531 3 0.7028302 0 0 0.053
## INFO [13:18:25.490] [bbotk] uhash
## INFO [13:18:25.490] [bbotk] 0ae29c0a-ec12-4a67-a848-205b190427db
## INFO [13:18:25.492] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.496] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.500] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.543] [mlr3] Finished benchmark
## INFO [13:18:25.567] [bbotk] Result of batch 16:
## INFO [13:18:25.568] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:25.568] [bbotk] 31 0.1221783 7 0.6674528 0 0 0.037
## INFO [13:18:25.568] [bbotk] uhash
## INFO [13:18:25.568] [bbotk] fff069ef-8aae-4692-a3ca-67afc4b65fb5
## INFO [13:18:25.570] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.575] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.590] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.984] [mlr3] Finished benchmark
## INFO [13:18:26.005] [bbotk] Result of batch 17:
## INFO [13:18:26.006] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.006] [bbotk] 337 0.1831145 9 0.6415094 0 0 0.387
## INFO [13:18:26.006] [bbotk] uhash
## INFO [13:18:26.006] [bbotk] 80f27608-c3ad-47d7-a3c0-f4cc40eb9e5a
## INFO [13:18:26.008] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.012] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.015] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.094] [mlr3] Finished benchmark
## INFO [13:18:26.115] [bbotk] Result of batch 18:
## INFO [13:18:26.116] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.116] [bbotk] 217 0.190901 2 0.6981132 0 0 0.072
## INFO [13:18:26.116] [bbotk] uhash
## INFO [13:18:26.116] [bbotk] 0c892e53-08d8-4c37-a222-49d11829675d
## INFO [13:18:26.118] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.123] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.127] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.429] [mlr3] Finished benchmark
## INFO [13:18:26.442] [bbotk] Result of batch 19:
## INFO [13:18:26.443] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.443] [bbotk] 224 0.1664483 10 0.6509434 0 0 0.297
## INFO [13:18:26.443] [bbotk] uhash
## INFO [13:18:26.443] [bbotk] 170c6fd4-dfb0-43b4-be38-184780248fba
## INFO [13:18:26.445] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.450] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.455] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.578] [mlr3] Finished benchmark
## INFO [13:18:26.592] [bbotk] Result of batch 20:
## INFO [13:18:26.594] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.594] [bbotk] 454 0.01370105 2 0.7240566 0 0 0.119
## INFO [13:18:26.594] [bbotk] uhash
## INFO [13:18:26.594] [bbotk] ff579b92-6c99-4fa7-a96b-6ae409414438
## INFO [13:18:26.598] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.605] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.609] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.679] [mlr3] Finished benchmark
## INFO [13:18:26.698] [bbotk] Result of batch 21:
## INFO [13:18:26.699] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.699] [bbotk] 136 0.09856157 4 0.6957547 0 0 0.065
## INFO [13:18:26.699] [bbotk] uhash
## INFO [13:18:26.699] [bbotk] 174a8b62-928b-4616-b4a5-a50a61da05ae
## INFO [13:18:26.701] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.705] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.707] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.828] [mlr3] Finished benchmark
## INFO [13:18:26.847] [bbotk] Result of batch 22:
## INFO [13:18:26.849] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:26.849] [bbotk] 252 0.05643618 4 0.7051887 0 0 0.114
## INFO [13:18:26.849] [bbotk] uhash
## INFO [13:18:26.849] [bbotk] 835795cc-821f-4233-9576-36e1a65b5eac
## INFO [13:18:26.850] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.854] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.856] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.130] [mlr3] Finished benchmark
## INFO [13:18:27.150] [bbotk] Result of batch 23:
## INFO [13:18:27.151] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.151] [bbotk] 266 0.1653769 8 0.6438679 0 0 0.269
## INFO [13:18:27.151] [bbotk] uhash
## INFO [13:18:27.151] [bbotk] 283418bb-de1b-4efe-8f53-6532750ff8cb
## INFO [13:18:27.153] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.157] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.165] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.467] [mlr3] Finished benchmark
## INFO [13:18:27.481] [bbotk] Result of batch 24:
## INFO [13:18:27.482] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.482] [bbotk] 234 0.107058 10 0.634434 0 0 0.298
## INFO [13:18:27.482] [bbotk] uhash
## INFO [13:18:27.482] [bbotk] 4110c066-36c0-476d-bfcd-3b733432dabc
## INFO [13:18:27.485] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.489] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.492] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.894] [mlr3] Finished benchmark
## INFO [13:18:27.919] [bbotk] Result of batch 25:
## INFO [13:18:27.920] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:27.920] [bbotk] 318 0.08964233 9 0.6533019 0 0 0.397
## INFO [13:18:27.920] [bbotk] uhash
## INFO [13:18:27.920] [bbotk] 6fd08440-0e07-4672-b4ec-0de179a0a2c5
## INFO [13:18:27.924] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.933] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.936] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.124] [mlr3] Finished benchmark
## INFO [13:18:28.157] [bbotk] Result of batch 26:
## INFO [13:18:28.159] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.159] [bbotk] 182 0.1932888 7 0.6603774 0 0 0.185
## INFO [13:18:28.159] [bbotk] uhash
## INFO [13:18:28.159] [bbotk] 996826cd-f2b2-428c-98d7-3e1c17ab8728
## INFO [13:18:28.161] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.168] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.176] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.273] [mlr3] Finished benchmark
## INFO [13:18:28.288] [bbotk] Result of batch 27:
## INFO [13:18:28.289] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.289] [bbotk] 328 0.04923176 1 0.7240566 0 0 0.092
## INFO [13:18:28.289] [bbotk] uhash
## INFO [13:18:28.289] [bbotk] 0792b3c5-dabe-4d9f-9cdf-bea33ca29aef
## INFO [13:18:28.293] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.304] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.313] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.612] [mlr3] Finished benchmark
## INFO [13:18:28.626] [bbotk] Result of batch 28:
## INFO [13:18:28.628] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.628] [bbotk] 317 0.1987679 8 0.6367925 0 0 0.293
## INFO [13:18:28.628] [bbotk] uhash
## INFO [13:18:28.628] [bbotk] 13cc9753-fefd-4816-9e71-a094c5f56b81
## INFO [13:18:28.629] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.633] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.636] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.758] [mlr3] Finished benchmark
## INFO [13:18:28.770] [bbotk] Result of batch 29:
## INFO [13:18:28.771] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:28.771] [bbotk] 101 0.03437715 7 0.6768868 0 0 0.117
## INFO [13:18:28.771] [bbotk] uhash
## INFO [13:18:28.771] [bbotk] 2b8a8dc3-4572-4f68-943e-5de92a916bef
## INFO [13:18:28.776] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.783] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.786] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.208] [mlr3] Finished benchmark
## INFO [13:18:29.247] [bbotk] Result of batch 30:
## INFO [13:18:29.253] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.253] [bbotk] 373 0.01680132 6 0.6839623 0 0 0.396
## INFO [13:18:29.253] [bbotk] uhash
## INFO [13:18:29.253] [bbotk] 1b370725-935b-4c60-a35f-8dee481ed2e7
## INFO [13:18:29.256] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.358] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.367] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.629] [mlr3] Finished benchmark
## INFO [13:18:29.649] [bbotk] Result of batch 31:
## INFO [13:18:29.651] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.651] [bbotk] 391 0.08366271 5 0.6650943 0 0 0.258
## INFO [13:18:29.651] [bbotk] uhash
## INFO [13:18:29.651] [bbotk] 5c004326-3e66-49fd-a596-5f312aaad9ac
## INFO [13:18:29.653] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.657] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.659] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.970] [mlr3] Finished benchmark
## INFO [13:18:29.988] [bbotk] Result of batch 32:
## INFO [13:18:29.990] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:29.990] [bbotk] 263 0.1892934 9 0.6721698 0 0 0.307
## INFO [13:18:29.990] [bbotk] uhash
## INFO [13:18:29.990] [bbotk] 4832c0d8-32bf-44c9-88c0-3dabe1c05cd6
## INFO [13:18:29.994] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.006] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.009] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.251] [mlr3] Finished benchmark
## INFO [13:18:30.267] [bbotk] Result of batch 33:
## INFO [13:18:30.268] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.268] [bbotk] 180 0.09560549 8 0.6485849 0 0 0.235
## INFO [13:18:30.268] [bbotk] uhash
## INFO [13:18:30.268] [bbotk] dee32327-2b67-405d-8e52-5ec3605e3c26
## INFO [13:18:30.270] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.275] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.278] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.294] [mlr3] Finished benchmark
## INFO [13:18:30.360] [bbotk] Result of batch 34:
## INFO [13:18:30.361] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.361] [bbotk] 9 0.1403274 5 0.6933962 0 0 0.012
## INFO [13:18:30.361] [bbotk] uhash
## INFO [13:18:30.361] [bbotk] 5ce9d48e-9bf5-489d-abe2-1efd5e112ccb
## INFO [13:18:30.363] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.367] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.370] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.393] [mlr3] Finished benchmark
## INFO [13:18:30.434] [bbotk] Result of batch 35:
## INFO [13:18:30.438] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.438] [bbotk] 34 0.1375276 4 0.6981132 0 0 0.019
## INFO [13:18:30.438] [bbotk] uhash
## INFO [13:18:30.438] [bbotk] 97d40ebe-aef6-44eb-883b-a915017201c5
## INFO [13:18:30.441] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.457] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.461] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.749] [mlr3] Finished benchmark
## INFO [13:18:30.762] [bbotk] Result of batch 36:
## INFO [13:18:30.763] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:30.763] [bbotk] 393 0.01213332 5 0.6957547 0 0 0.281
## INFO [13:18:30.763] [bbotk] uhash
## INFO [13:18:30.763] [bbotk] 5e527ec0-2f85-40de-966b-0e28b86bf1a2
## INFO [13:18:30.765] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.769] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.772] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.022] [mlr3] Finished benchmark
## INFO [13:18:31.042] [bbotk] Result of batch 37:
## INFO [13:18:31.044] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.044] [bbotk] 412 0.135432 5 0.6650943 0 0 0.244
## INFO [13:18:31.044] [bbotk] uhash
## INFO [13:18:31.044] [bbotk] 40ece44b-63ed-484a-846f-1aa248cd6acd
## INFO [13:18:31.046] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.054] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.059] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.377] [mlr3] Finished benchmark
## INFO [13:18:31.403] [bbotk] Result of batch 38:
## INFO [13:18:31.405] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.405] [bbotk] 381 0.05549737 6 0.6580189 0 0 0.313
## INFO [13:18:31.405] [bbotk] uhash
## INFO [13:18:31.405] [bbotk] 773ef45d-ded2-4368-bc01-b9b7ced3b393
## INFO [13:18:31.411] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.426] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.439] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.870] [mlr3] Finished benchmark
## INFO [13:18:31.892] [bbotk] Result of batch 39:
## INFO [13:18:31.893] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:31.893] [bbotk] 492 0.09693942 5 0.6745283 0 0 0.419
## INFO [13:18:31.893] [bbotk] uhash
## INFO [13:18:31.893] [bbotk] 6becb280-4755-46b0-b89a-f5ae9cbad148
## INFO [13:18:31.896] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.901] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.912] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.347] [mlr3] Finished benchmark
## INFO [13:18:32.379] [bbotk] Result of batch 40:
## INFO [13:18:32.381] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.381] [bbotk] 339 0.1005198 10 0.6485849 0 0 0.427
## INFO [13:18:32.381] [bbotk] uhash
## INFO [13:18:32.381] [bbotk] 46efe362-f3b6-471c-a508-7f5ef5e54aaf
## INFO [13:18:32.383] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.388] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.391] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.958] [mlr3] Finished benchmark
## INFO [13:18:32.986] [bbotk] Result of batch 41:
## INFO [13:18:32.987] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:32.987] [bbotk] 236 0.01294827 10 0.6556604 0 0 0.547
## INFO [13:18:32.987] [bbotk] uhash
## INFO [13:18:32.987] [bbotk] c91e6251-587e-44a1-a076-c1f78146f887
## INFO [13:18:32.996] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.023] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.032] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.121] [mlr3] Finished benchmark
## INFO [13:18:33.163] [bbotk] Result of batch 42:
## INFO [13:18:33.164] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:33.164] [bbotk] 105 0.05844262 4 0.7051887 0 0 0.083
## INFO [13:18:33.164] [bbotk] uhash
## INFO [13:18:33.164] [bbotk] d881109e-559e-4be3-a56b-1fbf70552412
## INFO [13:18:33.168] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.175] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.179] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.346] [mlr3] Finished benchmark
## INFO [13:18:33.365] [bbotk] Result of batch 43:
## INFO [13:18:33.369] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:33.369] [bbotk] 157 0.1118423 6 0.6698113 0 0 0.158
## INFO [13:18:33.369] [bbotk] uhash
## INFO [13:18:33.369] [bbotk] b8dd6d80-e4db-44da-8bca-08cd8648e124
## INFO [13:18:33.382] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.390] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.399] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.520] [mlr3] Finished benchmark
## INFO [13:18:33.541] [bbotk] Result of batch 44:
## INFO [13:18:33.544] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:33.544] [bbotk] 78 0.04127305 7 0.6863208 0 0 0.11
## INFO [13:18:33.544] [bbotk] uhash
## INFO [13:18:33.544] [bbotk] afe1596a-d59f-4b52-b0fd-a3244b16d4f8
## INFO [13:18:33.551] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.568] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.580] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.962] [mlr3] Finished benchmark
## INFO [13:18:34.002] [bbotk] Result of batch 45:
## INFO [13:18:34.007] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:34.007] [bbotk] 267 0.09608028 8 0.6462264 0 0 0.368
## INFO [13:18:34.007] [bbotk] uhash
## INFO [13:18:34.007] [bbotk] ddfca3a7-045b-44a7-a70b-9db24b1216fa
## INFO [13:18:34.013] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.037] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.040] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:34.255] [mlr3] Finished benchmark
## INFO [13:18:34.323] [bbotk] Result of batch 46:
## INFO [13:18:34.325] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:34.325] [bbotk] 236 0.0795917 5 0.6839623 0 0 0.201
## INFO [13:18:34.325] [bbotk] uhash
## INFO [13:18:34.325] [bbotk] 2f5016ae-055e-483d-84d8-3aa7ee99e0d0
## INFO [13:18:34.328] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.354] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.365] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:34.516] [mlr3] Finished benchmark
## INFO [13:18:34.547] [bbotk] Result of batch 47:
## INFO [13:18:34.552] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:34.552] [bbotk] 90 0.001847348 4 0.6792453 0 0 0.138
## INFO [13:18:34.552] [bbotk] uhash
## INFO [13:18:34.552] [bbotk] 8370bcdb-6777-4553-afe2-f433402b030c
## INFO [13:18:34.555] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.566] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.573] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:35.312] [mlr3] Finished benchmark
## INFO [13:18:35.399] [bbotk] Result of batch 48:
## INFO [13:18:35.402] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:35.402] [bbotk] 363 0.09303148 10 0.6533019 0 0 0.721
## INFO [13:18:35.402] [bbotk] uhash
## INFO [13:18:35.402] [bbotk] fe0a0549-c1c5-4803-adf4-a5d2fa38e039
## INFO [13:18:35.405] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:35.409] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:35.415] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:35.596] [mlr3] Finished benchmark
## INFO [13:18:35.635] [bbotk] Result of batch 49:
## INFO [13:18:35.637] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:35.637] [bbotk] 396 0.1442757 3 0.6580189 0 0 0.177
## INFO [13:18:35.637] [bbotk] uhash
## INFO [13:18:35.637] [bbotk] 153d4d81-c3e8-488a-80e7-e192727ccd7d
## INFO [13:18:35.639] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:35.643] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:35.646] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:35.932] [mlr3] Finished benchmark
## INFO [13:18:35.957] [bbotk] Result of batch 50:
## INFO [13:18:35.958] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:35.958] [bbotk] 490 0.1538327 4 0.6485849 0 0 0.282
## INFO [13:18:35.958] [bbotk] uhash
## INFO [13:18:35.958] [bbotk] c46b3f53-d750-4316-b999-b81bee77a8eb
## INFO [13:18:35.962] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:35.968] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:35.971] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.440] [mlr3] Finished benchmark
## INFO [13:18:36.520] [bbotk] Result of batch 51:
## INFO [13:18:36.522] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.522] [bbotk] 457 0.1198184 6 0.6627358 0 0 0.462
## INFO [13:18:36.522] [bbotk] uhash
## INFO [13:18:36.522] [bbotk] c18852e4-0c20-4e91-bc7c-d8bceac5bece
## INFO [13:18:36.525] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.530] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.540] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.639] [mlr3] Finished benchmark
## INFO [13:18:36.661] [bbotk] Result of batch 52:
## INFO [13:18:36.663] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.663] [bbotk] 78 0.104216 5 0.7004717 0 0 0.09
## INFO [13:18:36.663] [bbotk] uhash
## INFO [13:18:36.663] [bbotk] 080ce145-87ff-4df8-9582-98154aff4493
## INFO [13:18:36.665] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.669] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.672] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.961] [mlr3] Finished benchmark
## INFO [13:18:36.988] [bbotk] Result of batch 53:
## INFO [13:18:36.995] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:36.995] [bbotk] 160 0.05828299 7 0.6816038 0 0 0.28
## INFO [13:18:36.995] [bbotk] uhash
## INFO [13:18:36.995] [bbotk] 1293785c-209c-4bf1-a0e9-ed41355ea2dc
## INFO [13:18:37.001] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:37.015] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:37.022] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:37.185] [mlr3] Finished benchmark
## INFO [13:18:37.225] [bbotk] Result of batch 54:
## INFO [13:18:37.232] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:37.232] [bbotk] 320 0.02361178 3 0.7028302 0 0 0.151
## INFO [13:18:37.232] [bbotk] uhash
## INFO [13:18:37.232] [bbotk] df802cc8-0ceb-4d20-8367-8f8045e0c1a3
## INFO [13:18:37.248] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:37.254] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:37.260] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:37.290] [mlr3] Finished benchmark
## INFO [13:18:37.411] [bbotk] Result of batch 55:
## INFO [13:18:37.413] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:37.413] [bbotk] 2 0.1035877 7 0.6674528 0 0 0.024
## INFO [13:18:37.413] [bbotk] uhash
## INFO [13:18:37.413] [bbotk] fca00b4c-e30c-40f9-91bf-91ce445a5193
## INFO [13:18:37.415] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:37.421] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:37.426] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:37.498] [mlr3] Finished benchmark
## INFO [13:18:37.539] [bbotk] Result of batch 56:
## INFO [13:18:37.540] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:37.540] [bbotk] 141 0.04491088 1 0.7075472 0 0 0.063
## INFO [13:18:37.540] [bbotk] uhash
## INFO [13:18:37.540] [bbotk] 3bae5e56-d73b-433d-97b1-d9a11deaea6a
## INFO [13:18:37.542] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:37.550] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:37.558] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:37.929] [mlr3] Finished benchmark
## INFO [13:18:38.010] [bbotk] Result of batch 57:
## INFO [13:18:38.014] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:38.014] [bbotk] 223 0.1359244 6 0.6745283 0 0 0.342
## INFO [13:18:38.014] [bbotk] uhash
## INFO [13:18:38.014] [bbotk] 6ddfa353-4cb3-43aa-a7fd-cb757a4ff42e
## INFO [13:18:38.021] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:38.035] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:38.050] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:38.170] [mlr3] Finished benchmark
## INFO [13:18:38.225] [bbotk] Result of batch 58:
## INFO [13:18:38.228] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:38.228] [bbotk] 35 0.1923196 7 0.6580189 0 0 0.098
## INFO [13:18:38.228] [bbotk] uhash
## INFO [13:18:38.228] [bbotk] a575d31c-4bee-42a5-96bf-7890e3a2de6b
## INFO [13:18:38.235] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:38.266] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:38.281] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:38.601] [mlr3] Finished benchmark
## INFO [13:18:38.630] [bbotk] Result of batch 59:
## INFO [13:18:38.638] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:38.638] [bbotk] 294 0.1896079 2 0.6721698 0 0 0.275
## INFO [13:18:38.638] [bbotk] uhash
## INFO [13:18:38.638] [bbotk] 54955ac2-1ffc-48b9-920c-e2c583b071af
## INFO [13:18:38.648] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:38.654] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:38.661] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:38.694] [mlr3] Finished benchmark
## INFO [13:18:38.762] [bbotk] Result of batch 60:
## INFO [13:18:38.765] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:38.765] [bbotk] 66 0.03775349 1 0.7075472 0 0 0.024
## INFO [13:18:38.765] [bbotk] uhash
## INFO [13:18:38.765] [bbotk] 93168164-7293-474a-8b3d-4eb8b7b75cb4
## INFO [13:18:38.770] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:38.778] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:38.817] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:39.209] [mlr3] Finished benchmark
## INFO [13:18:39.327] [bbotk] Result of batch 61:
## INFO [13:18:39.331] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:39.331] [bbotk] 198 0.008644947 2 0.6981132 0 0 0.353
## INFO [13:18:39.331] [bbotk] uhash
## INFO [13:18:39.331] [bbotk] 5d6d87e9-4a53-4ad9-ad57-3b499b55f490
## INFO [13:18:39.339] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:39.367] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:39.379] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:39.903] [mlr3] Finished benchmark
## INFO [13:18:40.058] [bbotk] Result of batch 62:
## INFO [13:18:40.060] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:40.060] [bbotk] 290 0.18396 6 0.6438679 0 0 0.48
## INFO [13:18:40.060] [bbotk] uhash
## INFO [13:18:40.060] [bbotk] 8912c1fe-7210-4fd5-989d-3ca0db615045
## INFO [13:18:40.066] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:40.076] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:40.091] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:40.623] [mlr3] Finished benchmark
## INFO [13:18:40.670] [bbotk] Result of batch 63:
## INFO [13:18:40.677] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:40.677] [bbotk] 350 0.1192347 8 0.6367925 0 0 0.52
## INFO [13:18:40.677] [bbotk] uhash
## INFO [13:18:40.677] [bbotk] 145a8d2d-9f2d-4135-92f6-64e8f5f3de02
## INFO [13:18:40.681] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:40.706] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:40.710] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:40.863] [mlr3] Finished benchmark
## INFO [13:18:40.907] [bbotk] Result of batch 64:
## INFO [13:18:40.909] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:40.909] [bbotk] 234 0.1053302 4 0.6721698 0 0 0.148
## INFO [13:18:40.909] [bbotk] uhash
## INFO [13:18:40.909] [bbotk] 02adffea-c4b5-47fb-886a-aa26bd45a10d
## INFO [13:18:40.912] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:40.935] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:40.945] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.066] [mlr3] Finished benchmark
## INFO [13:18:41.108] [bbotk] Result of batch 65:
## INFO [13:18:41.109] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.109] [bbotk] 253 0.05773128 1 0.7216981 0 0 0.114
## INFO [13:18:41.109] [bbotk] uhash
## INFO [13:18:41.109] [bbotk] 7aadc7fc-b0bc-46c5-a860-18cb0c3327cd
## INFO [13:18:41.112] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.171] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.182] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.394] [mlr3] Finished benchmark
## INFO [13:18:41.410] [bbotk] Result of batch 66:
## INFO [13:18:41.412] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.412] [bbotk] 280 0.1717897 4 0.6792453 0 0 0.197
## INFO [13:18:41.412] [bbotk] uhash
## INFO [13:18:41.412] [bbotk] acc121e4-9eb3-4693-9d10-e18fa4a47aa4
## INFO [13:18:41.427] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.439] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.442] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.774] [mlr3] Finished benchmark
## INFO [13:18:41.823] [bbotk] Result of batch 67:
## INFO [13:18:41.827] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.827] [bbotk] 210 0.09660491 9 0.6485849 0 0 0.322
## INFO [13:18:41.827] [bbotk] uhash
## INFO [13:18:41.827] [bbotk] 240d038f-cc29-45ff-ade5-5967995e1ffd
## INFO [13:18:41.834] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.854] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.866] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.951] [mlr3] Finished benchmark
## INFO [13:18:41.968] [bbotk] Result of batch 68:
## INFO [13:18:41.970] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:41.970] [bbotk] 339 0.1958094 1 0.7382075 0 0 0.079
## INFO [13:18:41.970] [bbotk] uhash
## INFO [13:18:41.970] [bbotk] fa676541-3568-44ba-8083-4b153bdc7727
## INFO [13:18:41.972] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.976] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.980] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.137] [mlr3] Finished benchmark
## INFO [13:18:42.169] [bbotk] Result of batch 69:
## INFO [13:18:42.172] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.172] [bbotk] 419 0.197932 1 0.7334906 0 0 0.152
## INFO [13:18:42.172] [bbotk] uhash
## INFO [13:18:42.172] [bbotk] 50c94f0c-89a0-4a19-83e4-0caf20b4a9f7
## INFO [13:18:42.175] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.179] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.185] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.392] [mlr3] Finished benchmark
## INFO [13:18:42.426] [bbotk] Result of batch 70:
## INFO [13:18:42.427] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.427] [bbotk] 358 0.07485382 4 0.6957547 0 0 0.196
## INFO [13:18:42.427] [bbotk] uhash
## INFO [13:18:42.427] [bbotk] 314a8bf5-d5fc-4d7f-84db-416e7e732349
## INFO [13:18:42.430] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.445] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.453] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.663] [mlr3] Finished benchmark
## INFO [13:18:42.706] [bbotk] Result of batch 71:
## INFO [13:18:42.708] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:42.708] [bbotk] 409 0.13622 3 0.6580189 0 0 0.203
## INFO [13:18:42.708] [bbotk] uhash
## INFO [13:18:42.708] [bbotk] 06f00b99-f938-4bf8-9d7e-2531ed1fa0c4
## INFO [13:18:42.720] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.727] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.736] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.334] [mlr3] Finished benchmark
## INFO [13:18:43.376] [bbotk] Result of batch 72:
## INFO [13:18:43.379] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:43.379] [bbotk] 470 0.0225755 6 0.6556604 0 0 0.584
## INFO [13:18:43.379] [bbotk] uhash
## INFO [13:18:43.379] [bbotk] b2f161ea-0930-47d2-b98f-c295a89e5dfc
## INFO [13:18:43.387] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.405] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.418] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.700] [mlr3] Finished benchmark
## INFO [13:18:43.725] [bbotk] Result of batch 73:
## INFO [13:18:43.727] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:43.727] [bbotk] 371 0.1018059 5 0.6792453 0 0 0.276
## INFO [13:18:43.727] [bbotk] uhash
## INFO [13:18:43.727] [bbotk] 5e6de71a-cae3-4765-9176-2f1ef5a9679b
## INFO [13:18:43.729] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.737] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.742] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.898] [mlr3] Finished benchmark
## INFO [13:18:43.922] [bbotk] Result of batch 74:
## INFO [13:18:43.925] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:43.925] [bbotk] 122 0.09967611 7 0.6745283 0 0 0.152
## INFO [13:18:43.925] [bbotk] uhash
## INFO [13:18:43.925] [bbotk] 9b3e7155-d5f8-43ec-9ebf-daeecbb511de
## INFO [13:18:44.010] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.038] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:44.046] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:44.825] [mlr3] Finished benchmark
## INFO [13:18:44.845] [bbotk] Result of batch 75:
## INFO [13:18:44.846] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:44.846] [bbotk] 462 0.05926289 6 0.6698113 0 0 0.745
## INFO [13:18:44.846] [bbotk] uhash
## INFO [13:18:44.846] [bbotk] dbadcb0c-0776-4513-adaf-2e8fc540335f
## INFO [13:18:44.848] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.858] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:44.870] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:44.918] [mlr3] Finished benchmark
## INFO [13:18:44.953] [bbotk] Result of batch 76:
## INFO [13:18:44.955] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:44.955] [bbotk] 66 0.04575926 2 0.7028302 0 0 0.038
## INFO [13:18:44.955] [bbotk] uhash
## INFO [13:18:44.955] [bbotk] b74d294d-5b1f-481e-b149-30961a38c711
## INFO [13:18:44.960] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.971] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:44.982] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:45.816] [mlr3] Finished benchmark
## INFO [13:18:45.899] [bbotk] Result of batch 77:
## INFO [13:18:45.901] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:45.901] [bbotk] 459 0.09739767 10 0.6415094 0 0 0.802
## INFO [13:18:45.901] [bbotk] uhash
## INFO [13:18:45.901] [bbotk] d21d6a90-b4a1-46e5-9ef6-d871e7e59a23
## INFO [13:18:45.905] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:45.910] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.914] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.649] [mlr3] Finished benchmark
## INFO [13:18:46.671] [bbotk] Result of batch 78:
## INFO [13:18:46.673] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:46.673] [bbotk] 384 0.07273476 8 0.6698113 0 0 0.724
## INFO [13:18:46.673] [bbotk] uhash
## INFO [13:18:46.673] [bbotk] d75955a1-55b2-42d4-8cac-8c8559484321
## INFO [13:18:46.676] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.687] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.691] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.791] [mlr3] Finished benchmark
## INFO [13:18:46.826] [bbotk] Result of batch 79:
## INFO [13:18:46.829] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:46.829] [bbotk] 359 0.08325501 1 0.7358491 0 0 0.091
## INFO [13:18:46.829] [bbotk] uhash
## INFO [13:18:46.829] [bbotk] 3890f241-f253-47b1-ad95-0c0f06e3d747
## INFO [13:18:46.831] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.837] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.849] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.988] [mlr3] Finished benchmark
## INFO [13:18:47.009] [bbotk] Result of batch 80:
## INFO [13:18:47.023] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:47.023] [bbotk] 468 0.1110241 1 0.7382075 0 0 0.124
## INFO [13:18:47.023] [bbotk] uhash
## INFO [13:18:47.023] [bbotk] d3740391-65db-41b0-9800-aeec58fcd86d
## INFO [13:18:47.035] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.044] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.048] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.290] [mlr3] Finished benchmark
## INFO [13:18:47.322] [bbotk] Result of batch 81:
## INFO [13:18:47.324] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:47.324] [bbotk] 118 0.1031112 8 0.6603774 0 0 0.209
## INFO [13:18:47.324] [bbotk] uhash
## INFO [13:18:47.324] [bbotk] 2b044e7e-5c17-47ad-992c-2dfdacdd6ca9
## INFO [13:18:47.327] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.334] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.342] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.862] [mlr3] Finished benchmark
## INFO [13:18:47.907] [bbotk] Result of batch 82:
## INFO [13:18:47.909] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:47.909] [bbotk] 316 0.08267198 8 0.6462264 0 0 0.502
## INFO [13:18:47.909] [bbotk] uhash
## INFO [13:18:47.909] [bbotk] 488334c9-4bf3-46f8-9607-744a650369c7
## INFO [13:18:47.923] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.931] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.941] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.462] [mlr3] Finished benchmark
## INFO [13:18:48.529] [bbotk] Result of batch 83:
## INFO [13:18:48.540] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:48.540] [bbotk] 296 0.07244732 10 0.6462264 0 0 0.504
## INFO [13:18:48.540] [bbotk] uhash
## INFO [13:18:48.540] [bbotk] ddc7d788-1d9f-428e-b127-f9af271c4cd7
## INFO [13:18:48.547] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.561] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.569] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.723] [mlr3] Finished benchmark
## INFO [13:18:48.755] [bbotk] Result of batch 84:
## INFO [13:18:48.757] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:48.757] [bbotk] 242 0.1415182 4 0.6721698 0 0 0.149
## INFO [13:18:48.757] [bbotk] uhash
## INFO [13:18:48.757] [bbotk] d4d87753-f74b-446f-9795-7bef330b041f
## INFO [13:18:48.759] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.765] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.768] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.848] [mlr3] Finished benchmark
## INFO [13:18:48.863] [bbotk] Result of batch 85:
## INFO [13:18:48.865] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:48.865] [bbotk] 338 0.1325112 1 0.7358491 0 0 0.074
## INFO [13:18:48.865] [bbotk] uhash
## INFO [13:18:48.865] [bbotk] 57f34c81-b575-4bd4-906d-10534496bc80
## INFO [13:18:48.868] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.872] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.875] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.117] [mlr3] Finished benchmark
## INFO [13:18:49.147] [bbotk] Result of batch 86:
## INFO [13:18:49.148] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.148] [bbotk] 416 0.003959996 3 0.7099057 0 0 0.233
## INFO [13:18:49.148] [bbotk] uhash
## INFO [13:18:49.148] [bbotk] eea2cdf3-70c3-45f1-9ec8-3d8ddb3a04be
## INFO [13:18:49.150] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.156] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.162] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.191] [mlr3] Finished benchmark
## INFO [13:18:49.205] [bbotk] Result of batch 87:
## INFO [13:18:49.206] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.206] [bbotk] 72 0.08936307 2 0.7193396 0 0 0.023
## INFO [13:18:49.206] [bbotk] uhash
## INFO [13:18:49.206] [bbotk] 22bb83ef-5bc9-4838-b559-ea9bffe3b6a6
## INFO [13:18:49.208] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.212] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.215] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.320] [mlr3] Finished benchmark
## INFO [13:18:49.340] [bbotk] Result of batch 88:
## INFO [13:18:49.344] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.344] [bbotk] 328 0.09053255 2 0.7146226 0 0 0.095
## INFO [13:18:49.344] [bbotk] uhash
## INFO [13:18:49.344] [bbotk] e7e80317-c4ac-4f50-9729-2151d7fc5638
## INFO [13:18:49.346] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.352] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.356] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.579] [mlr3] Finished benchmark
## INFO [13:18:49.645] [bbotk] Result of batch 89:
## INFO [13:18:49.646] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.646] [bbotk] 235 0.1275836 6 0.6580189 0 0 0.216
## INFO [13:18:49.646] [bbotk] uhash
## INFO [13:18:49.646] [bbotk] d75dadcc-633f-42b8-863a-7356cdf0d409
## INFO [13:18:49.648] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.665] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.674] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.783] [mlr3] Finished benchmark
## INFO [13:18:49.809] [bbotk] Result of batch 90:
## INFO [13:18:49.811] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:49.811] [bbotk] 325 0.1661277 2 0.6886792 0 0 0.101
## INFO [13:18:49.811] [bbotk] uhash
## INFO [13:18:49.811] [bbotk] bc2a817a-aded-4ba9-be05-469cff89d7c1
## INFO [13:18:49.813] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.817] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.823] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.113] [mlr3] Finished benchmark
## INFO [13:18:50.157] [bbotk] Result of batch 91:
## INFO [13:18:50.159] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.159] [bbotk] 388 0.006088377 4 0.6910377 0 0 0.274
## INFO [13:18:50.159] [bbotk] uhash
## INFO [13:18:50.159] [bbotk] c79de613-01b5-4193-a54f-dab61583647d
## INFO [13:18:50.163] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.183] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.187] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.291] [mlr3] Finished benchmark
## INFO [13:18:50.312] [bbotk] Result of batch 92:
## INFO [13:18:50.316] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.316] [bbotk] 1 0.100926 8 0.6533019 0 0 0.097
## INFO [13:18:50.316] [bbotk] uhash
## INFO [13:18:50.316] [bbotk] a9656293-744f-4b2e-9491-280399937bca
## INFO [13:18:50.324] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.328] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.331] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.391] [mlr3] Finished benchmark
## INFO [13:18:50.415] [bbotk] Result of batch 93:
## INFO [13:18:50.417] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.417] [bbotk] 335 0.009542583 1 0.7004717 0 0 0.056
## INFO [13:18:50.417] [bbotk] uhash
## INFO [13:18:50.417] [bbotk] ed8229d8-b8dd-46c3-bd16-e5569910a10e
## INFO [13:18:50.420] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.428] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.431] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.808] [mlr3] Finished benchmark
## INFO [13:18:50.859] [bbotk] Result of batch 94:
## INFO [13:18:50.860] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:50.860] [bbotk] 320 0.0274936 7 0.6816038 0 0 0.368
## INFO [13:18:50.860] [bbotk] uhash
## INFO [13:18:50.860] [bbotk] 3c0ee6a5-718e-4149-80c4-e22e0e304bd1
## INFO [13:18:50.862] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.866] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.869] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.059] [mlr3] Finished benchmark
## INFO [13:18:51.080] [bbotk] Result of batch 95:
## INFO [13:18:51.084] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:51.084] [bbotk] 256 0.04382784 5 0.6650943 0 0 0.182
## INFO [13:18:51.084] [bbotk] uhash
## INFO [13:18:51.084] [bbotk] d2cbdd7d-db7c-462e-91cf-96f309221e59
## INFO [13:18:51.090] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.095] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.099] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.312] [mlr3] Finished benchmark
## INFO [13:18:51.332] [bbotk] Result of batch 96:
## INFO [13:18:51.333] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:51.333] [bbotk] 264 0.1430574 5 0.6698113 0 0 0.208
## INFO [13:18:51.333] [bbotk] uhash
## INFO [13:18:51.333] [bbotk] 7def037f-9e5d-4792-a7dd-6e198b9bc05b
## INFO [13:18:51.335] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.339] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.342] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.422] [mlr3] Finished benchmark
## INFO [13:18:51.595] [bbotk] Result of batch 97:
## INFO [13:18:51.596] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:51.596] [bbotk] 353 0.1842023 1 0.7334906 0 0 0.075
## INFO [13:18:51.596] [bbotk] uhash
## INFO [13:18:51.596] [bbotk] 6c2ed64c-51ad-48eb-80db-bd54dad075c1
## INFO [13:18:51.604] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.617] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.624] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.670] [mlr3] Finished benchmark
## INFO [13:18:51.690] [bbotk] Result of batch 98:
## INFO [13:18:51.691] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:51.691] [bbotk] 41 0.08474467 3 0.7122642 0 0 0.037
## INFO [13:18:51.691] [bbotk] uhash
## INFO [13:18:51.691] [bbotk] 0e0f9912-0ee2-43c2-9afa-b1b75ee9a1c1
## INFO [13:18:51.694] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.698] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.706] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.898] [mlr3] Finished benchmark
## INFO [13:18:51.934] [bbotk] Result of batch 99:
## INFO [13:18:51.942] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:51.942] [bbotk] 493 0.04688169 2 0.7169811 0 0 0.185
## INFO [13:18:51.942] [bbotk] uhash
## INFO [13:18:51.942] [bbotk] 93770e8b-a737-42f4-8a49-26e5fdfb0899
## INFO [13:18:51.947] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.958] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.973] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.103] [mlr3] Finished benchmark
## INFO [13:18:52.137] [bbotk] Result of batch 100:
## INFO [13:18:52.168] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.168] [bbotk] 301 0.1460853 2 0.6886792 0 0 0.116
## INFO [13:18:52.168] [bbotk] uhash
## INFO [13:18:52.168] [bbotk] cc7b6a46-b720-4535-8851-33489a9ea34e
## INFO [13:18:52.183] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.193] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.196] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.356] [mlr3] Finished benchmark
## INFO [13:18:52.375] [bbotk] Result of batch 101:
## INFO [13:18:52.376] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.376] [bbotk] 74 0.04215861 10 0.6698113 0 0 0.156
## INFO [13:18:52.376] [bbotk] uhash
## INFO [13:18:52.376] [bbotk] efae0a3b-6e22-4b50-923f-76d7174491be
## INFO [13:18:52.378] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.382] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.387] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.406] [mlr3] Finished benchmark
## INFO [13:18:52.432] [bbotk] Result of batch 102:
## INFO [13:18:52.433] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.433] [bbotk] 27 0.03750997 1 0.6957547 0 0 0.013
## INFO [13:18:52.433] [bbotk] uhash
## INFO [13:18:52.433] [bbotk] 8c4aed13-5a53-41ad-a139-7b0822e4858d
## INFO [13:18:52.435] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.445] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.449] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.948] [mlr3] Finished benchmark
## INFO [13:18:52.989] [bbotk] Result of batch 103:
## INFO [13:18:52.991] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:52.991] [bbotk] 277 0.07706107 10 0.6674528 0 0 0.495
## INFO [13:18:52.991] [bbotk] uhash
## INFO [13:18:52.991] [bbotk] 07da095b-e010-4289-b32e-70285014c1c1
## INFO [13:18:52.993] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.998] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.002] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.436] [mlr3] Finished benchmark
## INFO [13:18:53.517] [bbotk] Result of batch 104:
## INFO [13:18:53.518] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.518] [bbotk] 254 0.1087336 10 0.6509434 0 0 0.425
## INFO [13:18:53.518] [bbotk] uhash
## INFO [13:18:53.518] [bbotk] 5136a6ed-ce3f-411b-8bad-882cc9e15b19
## INFO [13:18:53.520] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.525] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.528] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.592] [mlr3] Finished benchmark
## INFO [13:18:53.607] [bbotk] Result of batch 105:
## INFO [13:18:53.608] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.608] [bbotk] 51 0.01860395 6 0.6627358 0 0 0.061
## INFO [13:18:53.608] [bbotk] uhash
## INFO [13:18:53.608] [bbotk] 9a3ae0bd-e9f8-4051-b7ae-18be32fe181b
## INFO [13:18:53.610] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.614] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.617] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.747] [mlr3] Finished benchmark
## INFO [13:18:53.771] [bbotk] Result of batch 106:
## INFO [13:18:53.773] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.773] [bbotk] 295 0.005298782 3 0.7075472 0 0 0.126
## INFO [13:18:53.773] [bbotk] uhash
## INFO [13:18:53.773] [bbotk] ef62bbcc-3bd4-4d65-8865-a97bf026d2fc
## INFO [13:18:53.777] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.786] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.789] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.850] [mlr3] Finished benchmark
## INFO [13:18:53.864] [bbotk] Result of batch 107:
## INFO [13:18:53.866] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.866] [bbotk] 59 0.1013826 4 0.7216981 0 0 0.054
## INFO [13:18:53.866] [bbotk] uhash
## INFO [13:18:53.866] [bbotk] 5f081004-8e92-4521-85b3-1a8b06258d3c
## INFO [13:18:53.869] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.874] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.879] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.924] [mlr3] Finished benchmark
## INFO [13:18:53.946] [bbotk] Result of batch 108:
## INFO [13:18:53.947] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:53.947] [bbotk] 57 0.1683192 4 0.6839623 0 0 0.039
## INFO [13:18:53.947] [bbotk] uhash
## INFO [13:18:53.947] [bbotk] a18a8463-2093-442a-8bff-e9c96fba479d
## INFO [13:18:53.951] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.957] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.960] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.366] [mlr3] Finished benchmark
## INFO [13:18:54.385] [bbotk] Result of batch 109:
## INFO [13:18:54.387] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:54.387] [bbotk] 222 0.07314117 7 0.6650943 0 0 0.392
## INFO [13:18:54.387] [bbotk] uhash
## INFO [13:18:54.387] [bbotk] aa3a238d-15c6-4f34-85cb-0e41356730f8
## INFO [13:18:54.389] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.393] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.396] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.467] [mlr3] Finished benchmark
## INFO [13:18:54.483] [bbotk] Result of batch 110:
## INFO [13:18:54.484] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:54.484] [bbotk] 39 0.1067508 7 0.6721698 0 0 0.064
## INFO [13:18:54.484] [bbotk] uhash
## INFO [13:18:54.484] [bbotk] b5c705d6-c5dd-4cbf-ac20-8871746cfc7d
## INFO [13:18:54.487] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.500] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.508] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.793] [mlr3] Finished benchmark
## INFO [13:18:54.849] [bbotk] Result of batch 111:
## INFO [13:18:54.851] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:54.851] [bbotk] 409 0.01186084 5 0.6910377 0 0 0.28
## INFO [13:18:54.851] [bbotk] uhash
## INFO [13:18:54.851] [bbotk] fd6592c4-9887-48aa-b871-83a0d79d0ec8
## INFO [13:18:54.853] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.857] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.861] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:55.285] [mlr3] Finished benchmark
## INFO [13:18:55.333] [bbotk] Result of batch 112:
## INFO [13:18:55.355] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:55.355] [bbotk] 178 0.05380457 10 0.6556604 0 0 0.403
## INFO [13:18:55.355] [bbotk] uhash
## INFO [13:18:55.355] [bbotk] 8d6a4f1d-96f7-461a-bed4-04b246a1f212
## INFO [13:18:55.363] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:55.369] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:55.373] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.003] [mlr3] Finished benchmark
## INFO [13:18:56.050] [bbotk] Result of batch 113:
## INFO [13:18:56.065] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.065] [bbotk] 461 0.1443446 9 0.6415094 0 0 0.614
## INFO [13:18:56.065] [bbotk] uhash
## INFO [13:18:56.065] [bbotk] 4fd77d7e-382b-4a0c-82b2-92faee92b219
## INFO [13:18:56.076] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.085] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.093] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.307] [mlr3] Finished benchmark
## INFO [13:18:56.327] [bbotk] Result of batch 114:
## INFO [13:18:56.328] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.328] [bbotk] 157 0.01933429 6 0.6839623 0 0 0.199
## INFO [13:18:56.328] [bbotk] uhash
## INFO [13:18:56.328] [bbotk] 47902863-1257-4672-942a-c3eb8915ee20
## INFO [13:18:56.348] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.355] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.385] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.673] [mlr3] Finished benchmark
## INFO [13:18:56.710] [bbotk] Result of batch 115:
## INFO [13:18:56.712] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.712] [bbotk] 229 0.07134114 6 0.6816038 0 0 0.262
## INFO [13:18:56.712] [bbotk] uhash
## INFO [13:18:56.712] [bbotk] f1817be9-ec5e-4e8b-be8a-8cc0df57e954
## INFO [13:18:56.714] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.719] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.722] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.762] [mlr3] Finished benchmark
## INFO [13:18:56.777] [bbotk] Result of batch 116:
## INFO [13:18:56.780] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:56.780] [bbotk] 20 0.1658893 1 0.7051887 0 0 0.031
## INFO [13:18:56.780] [bbotk] uhash
## INFO [13:18:56.780] [bbotk] a453b7a8-3e94-40b5-9a4d-252b55c3e497
## INFO [13:18:56.788] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.804] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.811] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.306] [mlr3] Finished benchmark
## INFO [13:18:57.355] [bbotk] Result of batch 117:
## INFO [13:18:57.357] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:57.357] [bbotk] 492 0.04478297 6 0.6650943 0 0 0.489
## INFO [13:18:57.357] [bbotk] uhash
## INFO [13:18:57.357] [bbotk] 150c86e0-c62e-4485-9d99-739a7fc5921e
## INFO [13:18:57.360] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:57.376] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:57.389] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.666] [mlr3] Finished benchmark
## INFO [13:18:57.709] [bbotk] Result of batch 118:
## INFO [13:18:57.711] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:57.711] [bbotk] 342 0.02258027 4 0.7028302 0 0 0.217
## INFO [13:18:57.711] [bbotk] uhash
## INFO [13:18:57.711] [bbotk] 23725e33-8b98-4b1b-9ae5-eae8224cdecd
## INFO [13:18:57.713] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:57.718] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:57.721] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.813] [mlr3] Finished benchmark
## INFO [13:18:57.829] [bbotk] Result of batch 119:
## INFO [13:18:57.831] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:57.831] [bbotk] 197 0.146751 3 0.6886792 0 0 0.088
## INFO [13:18:57.831] [bbotk] uhash
## INFO [13:18:57.831] [bbotk] 25d3aa41-2fd0-4615-8838-20531bc08a51
## INFO [13:18:57.833] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:57.837] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:57.840] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.397] [mlr3] Finished benchmark
## INFO [13:18:58.416] [bbotk] Result of batch 120:
## INFO [13:18:58.418] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:58.418] [bbotk] 425 0.1038255 8 0.6650943 0 0 0.546
## INFO [13:18:58.418] [bbotk] uhash
## INFO [13:18:58.418] [bbotk] f6f0ead6-2132-4a6a-992f-83434c0912f9
## INFO [13:18:58.421] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.426] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.429] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.469] [mlr3] Finished benchmark
## INFO [13:18:58.498] [bbotk] Result of batch 121:
## INFO [13:18:58.500] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:58.500] [bbotk] 74 0.02076996 2 0.7004717 0 0 0.034
## INFO [13:18:58.500] [bbotk] uhash
## INFO [13:18:58.500] [bbotk] a7026ab9-f2d6-4858-9e65-d48fcc59f0f1
## INFO [13:18:58.504] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.508] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.511] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.902] [mlr3] Finished benchmark
## INFO [13:18:58.922] [bbotk] Result of batch 122:
## INFO [13:18:58.925] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:58.925] [bbotk] 312 0.1510458 9 0.6485849 0 0 0.386
## INFO [13:18:58.925] [bbotk] uhash
## INFO [13:18:58.925] [bbotk] c3668208-b525-4023-b109-a198703bb015
## INFO [13:18:58.928] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.932] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.935] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.189] [mlr3] Finished benchmark
## INFO [13:18:59.219] [bbotk] Result of batch 123:
## INFO [13:18:59.222] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.222] [bbotk] 150 0.167331 9 0.6556604 0 0 0.245
## INFO [13:18:59.222] [bbotk] uhash
## INFO [13:18:59.222] [bbotk] 1dcfacb6-3b0a-4394-97c5-64b013a44398
## INFO [13:18:59.230] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.244] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.251] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.431] [mlr3] Finished benchmark
## INFO [13:18:59.499] [bbotk] Result of batch 124:
## INFO [13:18:59.504] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.504] [bbotk] 107 0.184532 8 0.6721698 0 0 0.173
## INFO [13:18:59.504] [bbotk] uhash
## INFO [13:18:59.504] [bbotk] da275166-be5c-4205-a5bd-12365bae0bc6
## INFO [13:18:59.506] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.512] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.518] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.557] [mlr3] Finished benchmark
## INFO [13:18:59.572] [bbotk] Result of batch 125:
## INFO [13:18:59.573] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.573] [bbotk] 13 0.02396958 7 0.6745283 0 0 0.033
## INFO [13:18:59.573] [bbotk] uhash
## INFO [13:18:59.573] [bbotk] 8b0f08b4-6cf4-43a4-9115-0785b3fad571
## INFO [13:18:59.576] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.587] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.590] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.650] [mlr3] Finished benchmark
## INFO [13:18:59.666] [bbotk] Result of batch 126:
## INFO [13:18:59.667] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.667] [bbotk] 194 0.1106701 2 0.7122642 0 0 0.056
## INFO [13:18:59.667] [bbotk] uhash
## INFO [13:18:59.667] [bbotk] dd3826eb-1b87-4f7d-ab78-73581e916f58
## INFO [13:18:59.669] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.673] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.676] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.797] [mlr3] Finished benchmark
## INFO [13:18:59.812] [bbotk] Result of batch 127:
## INFO [13:18:59.814] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:18:59.814] [bbotk] 192 0.1969036 4 0.6603774 0 0 0.113
## INFO [13:18:59.814] [bbotk] uhash
## INFO [13:18:59.814] [bbotk] 06761e40-db26-4934-874b-7f690bb66440
## INFO [13:18:59.820] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.831] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.834] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.092] [mlr3] Finished benchmark
## INFO [13:19:00.118] [bbotk] Result of batch 128:
## INFO [13:19:00.121] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.121] [bbotk] 157 0.1781019 9 0.6674528 0 0 0.249
## INFO [13:19:00.121] [bbotk] uhash
## INFO [13:19:00.121] [bbotk] f01573e3-5e99-410f-be6b-39957af8ea8c
## INFO [13:19:00.126] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.136] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.138] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.434] [mlr3] Finished benchmark
## INFO [13:19:00.450] [bbotk] Result of batch 129:
## INFO [13:19:00.454] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.454] [bbotk] 388 0.1534932 5 0.6674528 0 0 0.291
## INFO [13:19:00.454] [bbotk] uhash
## INFO [13:19:00.454] [bbotk] 625007ae-f215-4bec-9767-a29e5acbac2d
## INFO [13:19:00.462] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.476] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.479] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.826] [mlr3] Finished benchmark
## INFO [13:19:00.921] [bbotk] Result of batch 130:
## INFO [13:19:00.932] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:00.932] [bbotk] 348 0.1781978 5 0.6698113 0 0 0.331
## INFO [13:19:00.932] [bbotk] uhash
## INFO [13:19:00.932] [bbotk] 5157c3d2-7333-4ad8-8b13-372a66ba7e17
## INFO [13:19:00.941] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.947] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.973] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.177] [mlr3] Finished benchmark
## INFO [13:19:02.237] [bbotk] Result of batch 131:
## INFO [13:19:02.239] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.239] [bbotk] 494 0.05070552 10 0.6533019 0 0 1.18
## INFO [13:19:02.239] [bbotk] uhash
## INFO [13:19:02.239] [bbotk] 1a1fdb35-ff83-4640-8b48-163f6b891ace
## INFO [13:19:02.241] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.252] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.256] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.293] [mlr3] Finished benchmark
## INFO [13:19:02.309] [bbotk] Result of batch 132:
## INFO [13:19:02.310] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.310] [bbotk] 13 0.1413584 6 0.6792453 0 0 0.03
## INFO [13:19:02.310] [bbotk] uhash
## INFO [13:19:02.310] [bbotk] 898abe10-2524-4475-b63f-9abf233e656c
## INFO [13:19:02.313] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.319] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.322] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.615] [mlr3] Finished benchmark
## INFO [13:19:02.659] [bbotk] Result of batch 133:
## INFO [13:19:02.662] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.662] [bbotk] 185 0.1422264 8 0.6627358 0 0 0.288
## INFO [13:19:02.662] [bbotk] uhash
## INFO [13:19:02.662] [bbotk] 155a2dcc-6fa7-4e09-b03d-af50bbe3dbb5
## INFO [13:19:02.668] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.676] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.683] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.798] [mlr3] Finished benchmark
## INFO [13:19:02.840] [bbotk] Result of batch 134:
## INFO [13:19:02.841] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:02.841] [bbotk] 98 0.003549941 1 0.6816038 0 0 0.09
## INFO [13:19:02.841] [bbotk] uhash
## INFO [13:19:02.841] [bbotk] ba409e9d-28e0-4ed7-b332-9fcc99d37bdc
## INFO [13:19:02.843] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:02.859] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:02.866] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:03.262] [mlr3] Finished benchmark
## INFO [13:19:03.355] [bbotk] Result of batch 135:
## INFO [13:19:03.365] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:03.365] [bbotk] 127 0.1236335 9 0.6485849 0 0 0.384
## INFO [13:19:03.365] [bbotk] uhash
## INFO [13:19:03.365] [bbotk] b455766a-8462-49d2-aad8-7998feeb2a6e
## INFO [13:19:03.370] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:03.382] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:03.395] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:03.719] [mlr3] Finished benchmark
## INFO [13:19:03.744] [bbotk] Result of batch 136:
## INFO [13:19:03.746] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:03.746] [bbotk] 340 0.1135228 5 0.6650943 0 0 0.304
## INFO [13:19:03.746] [bbotk] uhash
## INFO [13:19:03.746] [bbotk] 314226e6-fbfa-443c-8a34-8037c3bba11e
## INFO [13:19:03.757] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:03.769] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:03.780] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.290] [mlr3] Finished benchmark
## INFO [13:19:04.326] [bbotk] Result of batch 137:
## INFO [13:19:04.328] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:04.328] [bbotk] 303 0.03385096 6 0.6674528 0 0 0.485
## INFO [13:19:04.328] [bbotk] uhash
## INFO [13:19:04.328] [bbotk] a4febc62-96ad-4e08-babf-3f5f907b72cf
## INFO [13:19:04.332] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.347] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.353] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.520] [mlr3] Finished benchmark
## INFO [13:19:04.558] [bbotk] Result of batch 138:
## INFO [13:19:04.559] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:04.559] [bbotk] 85 0.151762 8 0.6580189 0 0 0.157
## INFO [13:19:04.559] [bbotk] uhash
## INFO [13:19:04.559] [bbotk] 1e4be7c6-c017-4c3f-93e6-23759602154d
## INFO [13:19:04.567] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.578] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.581] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.912] [mlr3] Finished benchmark
## INFO [13:19:04.930] [bbotk] Result of batch 139:
## INFO [13:19:04.933] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:04.933] [bbotk] 219 0.1873891 8 0.6580189 0 0 0.319
## INFO [13:19:04.933] [bbotk] uhash
## INFO [13:19:04.933] [bbotk] 9d3cb6b0-8386-4877-a7b4-f404c7fccfce
## INFO [13:19:04.945] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.954] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.958] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.173] [mlr3] Finished benchmark
## INFO [13:19:05.197] [bbotk] Result of batch 140:
## INFO [13:19:05.201] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:05.201] [bbotk] 88 0.1722673 8 0.6674528 0 0 0.21
## INFO [13:19:05.201] [bbotk] uhash
## INFO [13:19:05.201] [bbotk] 546766f2-eaba-4b48-94cd-a6f4746a60e1
## INFO [13:19:05.207] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.212] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.215] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.702] [mlr3] Finished benchmark
## INFO [13:19:05.720] [bbotk] Result of batch 141:
## INFO [13:19:05.722] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:05.722] [bbotk] 320 0.06352314 9 0.6485849 0 0 0.475
## INFO [13:19:05.722] [bbotk] uhash
## INFO [13:19:05.722] [bbotk] 96714e18-e741-4770-8016-ca45872d8631
## INFO [13:19:05.725] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.730] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.733] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.923] [mlr3] Finished benchmark
## INFO [13:19:05.961] [bbotk] Result of batch 142:
## INFO [13:19:05.962] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:05.962] [bbotk] 138 0.1725751 7 0.6627358 0 0 0.185
## INFO [13:19:05.962] [bbotk] uhash
## INFO [13:19:05.962] [bbotk] 675eaefa-905a-4449-9f13-e5611e567090
## INFO [13:19:05.992] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.000] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.003] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.184] [mlr3] Finished benchmark
## INFO [13:19:06.222] [bbotk] Result of batch 143:
## INFO [13:19:06.224] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.224] [bbotk] 101 0.1176258 10 0.6485849 0 0 0.174
## INFO [13:19:06.224] [bbotk] uhash
## INFO [13:19:06.224] [bbotk] 22d069f1-2b30-4e70-a60f-9726119920b0
## INFO [13:19:06.227] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.233] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.241] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.363] [mlr3] Finished benchmark
## INFO [13:19:06.383] [bbotk] Result of batch 144:
## INFO [13:19:06.384] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.384] [bbotk] 139 0.1990277 5 0.6886792 0 0 0.114
## INFO [13:19:06.384] [bbotk] uhash
## INFO [13:19:06.384] [bbotk] 63745ef0-c34d-4a54-a9d5-2327fa88ba23
## INFO [13:19:06.389] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.397] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.407] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.543] [mlr3] Finished benchmark
## INFO [13:19:06.576] [bbotk] Result of batch 145:
## INFO [13:19:06.580] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:06.580] [bbotk] 326 0.1397355 2 0.6745283 0 0 0.127
## INFO [13:19:06.580] [bbotk] uhash
## INFO [13:19:06.580] [bbotk] e8b14c2a-86df-4323-81d7-562e2026dd4e
## INFO [13:19:06.585] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.590] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.595] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.195] [mlr3] Finished benchmark
## INFO [13:19:07.236] [bbotk] Result of batch 146:
## INFO [13:19:07.238] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.238] [bbotk] 491 0.1355232 9 0.6438679 0 0 0.592
## INFO [13:19:07.238] [bbotk] uhash
## INFO [13:19:07.238] [bbotk] 438e7798-6f04-4475-b3c3-cc468397e2af
## INFO [13:19:07.241] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.253] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.257] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.430] [mlr3] Finished benchmark
## INFO [13:19:07.452] [bbotk] Result of batch 147:
## INFO [13:19:07.454] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.454] [bbotk] 403 0.1399353 2 0.6792453 0 0 0.166
## INFO [13:19:07.454] [bbotk] uhash
## INFO [13:19:07.454] [bbotk] 8685aa89-5e74-4f8c-a3a5-813da899b8ba
## INFO [13:19:07.457] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.462] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.470] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.530] [mlr3] Finished benchmark
## INFO [13:19:07.621] [bbotk] Result of batch 148:
## INFO [13:19:07.623] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.623] [bbotk] 173 0.1210824 2 0.7240566 0 0 0.055
## INFO [13:19:07.623] [bbotk] uhash
## INFO [13:19:07.623] [bbotk] 50fdd6c4-bb7c-414d-ab8c-4b0cc9893d10
## INFO [13:19:07.627] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.638] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.646] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.742] [mlr3] Finished benchmark
## INFO [13:19:07.775] [bbotk] Result of batch 149:
## INFO [13:19:07.776] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.776] [bbotk] 116 0.1792155 4 0.6721698 0 0 0.088
## INFO [13:19:07.776] [bbotk] uhash
## INFO [13:19:07.776] [bbotk] c789232e-2cb3-4057-b8ee-4def37667a23
## INFO [13:19:07.779] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.788] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.795] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.916] [mlr3] Finished benchmark
## INFO [13:19:07.934] [bbotk] Result of batch 150:
## INFO [13:19:07.935] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:07.935] [bbotk] 254 0.08085314 2 0.7311321 0 0 0.107
## INFO [13:19:07.935] [bbotk] uhash
## INFO [13:19:07.935] [bbotk] c9274f60-94c2-426b-a01c-200f28feb7c2
## INFO [13:19:07.937] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.941] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.947] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.333] [mlr3] Finished benchmark
## INFO [13:19:08.385] [bbotk] Result of batch 151:
## INFO [13:19:08.387] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.387] [bbotk] 291 0.1424949 8 0.6580189 0 0 0.377
## INFO [13:19:08.387] [bbotk] uhash
## INFO [13:19:08.387] [bbotk] d40b30c7-9393-4cf0-8ae8-35d9e1c23de8
## INFO [13:19:08.389] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.393] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.396] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.756] [mlr3] Finished benchmark
## INFO [13:19:08.796] [bbotk] Result of batch 152:
## INFO [13:19:08.798] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.798] [bbotk] 244 0.1391717 8 0.6509434 0 0 0.35
## INFO [13:19:08.798] [bbotk] uhash
## INFO [13:19:08.798] [bbotk] 0a0879e7-1d3c-4dcd-a732-61be6bdf55f7
## INFO [13:19:08.800] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.805] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.809] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.845] [mlr3] Finished benchmark
## INFO [13:19:08.864] [bbotk] Result of batch 153:
## INFO [13:19:08.868] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:08.868] [bbotk] 12 0.04475084 9 0.6580189 0 0 0.03
## INFO [13:19:08.868] [bbotk] uhash
## INFO [13:19:08.868] [bbotk] 9330d847-7959-46ad-9bff-ca4b90bbe4e2
## INFO [13:19:08.870] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.874] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.877] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.345] [mlr3] Finished benchmark
## INFO [13:19:09.367] [bbotk] Result of batch 154:
## INFO [13:19:09.369] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:09.369] [bbotk] 280 0.1614805 10 0.6438679 0 0 0.445
## INFO [13:19:09.369] [bbotk] uhash
## INFO [13:19:09.369] [bbotk] 5ad0328c-d14a-4cfb-ab36-2b1becc91ece
## INFO [13:19:09.371] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.377] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.391] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.604] [mlr3] Finished benchmark
## INFO [13:19:09.620] [bbotk] Result of batch 155:
## INFO [13:19:09.622] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:09.622] [bbotk] 125 0.116434 10 0.6367925 0 0 0.208
## INFO [13:19:09.622] [bbotk] uhash
## INFO [13:19:09.622] [bbotk] 6ae8870a-3e44-439c-a096-fc0fcf052b0d
## INFO [13:19:09.625] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.636] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.642] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.159] [mlr3] Finished benchmark
## INFO [13:19:10.250] [bbotk] Result of batch 156:
## INFO [13:19:10.251] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.251] [bbotk] 358 0.1429082 10 0.6320755 0 0 0.509
## INFO [13:19:10.251] [bbotk] uhash
## INFO [13:19:10.251] [bbotk] 4d3d2eb1-6158-41e3-a8ca-6ba8013ef1f5
## INFO [13:19:10.254] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.258] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.264] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.410] [mlr3] Finished benchmark
## INFO [13:19:10.436] [bbotk] Result of batch 157:
## INFO [13:19:10.440] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.440] [bbotk] 124 0.009153343 6 0.6674528 0 0 0.142
## INFO [13:19:10.440] [bbotk] uhash
## INFO [13:19:10.440] [bbotk] ab6531df-c4ca-4e38-bcf8-53722e297760
## INFO [13:19:10.447] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.463] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.467] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.893] [mlr3] Finished benchmark
## INFO [13:19:10.933] [bbotk] Result of batch 158:
## INFO [13:19:10.938] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:10.938] [bbotk] 395 0.06476901 6 0.6721698 0 0 0.421
## INFO [13:19:10.938] [bbotk] uhash
## INFO [13:19:10.938] [bbotk] 2987e7d7-8eea-4c10-897c-82a469a30b10
## INFO [13:19:10.946] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.951] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.955] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.271] [mlr3] Finished benchmark
## INFO [13:19:11.296] [bbotk] Result of batch 159:
## INFO [13:19:11.298] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.298] [bbotk] 172 0.1323073 9 0.6603774 0 0 0.294
## INFO [13:19:11.298] [bbotk] uhash
## INFO [13:19:11.298] [bbotk] fe9bffba-0595-4de4-8f35-71255d105bb0
## INFO [13:19:11.301] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.312] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.317] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.714] [mlr3] Finished benchmark
## INFO [13:19:11.756] [bbotk] Result of batch 160:
## INFO [13:19:11.763] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:11.763] [bbotk] 267 0.07748709 9 0.6533019 0 0 0.391
## INFO [13:19:11.763] [bbotk] uhash
## INFO [13:19:11.763] [bbotk] df1a0661-6454-462e-b4b5-0061489d579d
## INFO [13:19:11.782] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.789] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.793] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.996] [mlr3] Finished benchmark
## INFO [13:19:12.316] [bbotk] Result of batch 161:
## INFO [13:19:12.318] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:12.318] [bbotk] 337 0.01311975 3 0.7099057 0 0 0.195
## INFO [13:19:12.318] [bbotk] uhash
## INFO [13:19:12.318] [bbotk] 5486a22f-5a5e-4bd2-b83a-5a0cf03d3e5c
## INFO [13:19:12.323] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:12.329] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:12.333] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:12.653] [mlr3] Finished benchmark
## INFO [13:19:12.691] [bbotk] Result of batch 162:
## INFO [13:19:12.694] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:12.694] [bbotk] 411 0.1885887 5 0.6533019 0 0 0.314
## INFO [13:19:12.694] [bbotk] uhash
## INFO [13:19:12.694] [bbotk] 112dd48a-a11c-4f56-a924-754939eb917f
## INFO [13:19:12.703] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:12.707] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:12.711] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:12.906] [mlr3] Finished benchmark
## INFO [13:19:12.935] [bbotk] Result of batch 163:
## INFO [13:19:12.937] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:12.937] [bbotk] 115 0.147674 10 0.6603774 0 0 0.19
## INFO [13:19:12.937] [bbotk] uhash
## INFO [13:19:12.937] [bbotk] 7aa77658-e916-415e-9d08-cfeaff5ad06e
## INFO [13:19:12.942] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:12.951] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:12.959] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.077] [mlr3] Finished benchmark
## INFO [13:19:13.092] [bbotk] Result of batch 164:
## INFO [13:19:13.094] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.094] [bbotk] 71 0.03275921 8 0.6863208 0 0 0.112
## INFO [13:19:13.094] [bbotk] uhash
## INFO [13:19:13.094] [bbotk] ef831dce-4645-403f-ad12-c5417c5ea73b
## INFO [13:19:13.096] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.106] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.110] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.529] [mlr3] Finished benchmark
## INFO [13:19:13.555] [bbotk] Result of batch 165:
## INFO [13:19:13.557] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.557] [bbotk] 350 0.02174952 7 0.6816038 0 0 0.413
## INFO [13:19:13.557] [bbotk] uhash
## INFO [13:19:13.557] [bbotk] 78ec6039-8cc5-4f02-8c62-4df219190b5a
## INFO [13:19:13.560] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.571] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.574] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.671] [mlr3] Finished benchmark
## INFO [13:19:13.712] [bbotk] Result of batch 166:
## INFO [13:19:13.716] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:13.716] [bbotk] 132 0.07945055 3 0.6981132 0 0 0.089
## INFO [13:19:13.716] [bbotk] uhash
## INFO [13:19:13.716] [bbotk] 62e840a0-6200-444a-be19-917be1ea8475
## INFO [13:19:13.719] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.723] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.726] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.983] [mlr3] Finished benchmark
## INFO [13:19:14.015] [bbotk] Result of batch 167:
## INFO [13:19:14.016] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.016] [bbotk] 115 0.198948 10 0.6698113 0 0 0.25
## INFO [13:19:14.016] [bbotk] uhash
## INFO [13:19:14.016] [bbotk] 88102af5-d4cd-4384-8097-1a16a2ae325c
## INFO [13:19:14.036] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.041] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.045] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.140] [mlr3] Finished benchmark
## INFO [13:19:14.164] [bbotk] Result of batch 168:
## INFO [13:19:14.166] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.166] [bbotk] 83 0.1652999 6 0.6910377 0 0 0.089
## INFO [13:19:14.166] [bbotk] uhash
## INFO [13:19:14.166] [bbotk] b47de342-62fe-426e-aca4-b9f32fb261ba
## INFO [13:19:14.169] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.174] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.177] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.204] [mlr3] Finished benchmark
## INFO [13:19:14.227] [bbotk] Result of batch 169:
## INFO [13:19:14.228] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.228] [bbotk] 9 0.1334219 1 0.6910377 0 0 0.019
## INFO [13:19:14.228] [bbotk] uhash
## INFO [13:19:14.228] [bbotk] f4a3aaa2-b288-4c8d-a635-e7fbead154e3
## INFO [13:19:14.231] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.236] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.239] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.444] [mlr3] Finished benchmark
## INFO [13:19:14.466] [bbotk] Result of batch 170:
## INFO [13:19:14.468] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.468] [bbotk] 114 0.08651482 10 0.6556604 0 0 0.199
## INFO [13:19:14.468] [bbotk] uhash
## INFO [13:19:14.468] [bbotk] ef3f87e9-ba4f-463b-863b-66d9eaec078e
## INFO [13:19:14.475] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.481] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.486] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.890] [mlr3] Finished benchmark
## INFO [13:19:14.905] [bbotk] Result of batch 171:
## INFO [13:19:14.908] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:14.908] [bbotk] 272 0.0987422 9 0.6415094 0 0 0.395
## INFO [13:19:14.908] [bbotk] uhash
## INFO [13:19:14.908] [bbotk] 520e469b-75f3-48db-8660-e7512fdd0fae
## INFO [13:19:14.914] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.919] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.922] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:15.474] [mlr3] Finished benchmark
## INFO [13:19:15.518] [bbotk] Result of batch 172:
## INFO [13:19:15.520] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:15.520] [bbotk] 495 0.1106197 7 0.6674528 0 0 0.547
## INFO [13:19:15.520] [bbotk] uhash
## INFO [13:19:15.520] [bbotk] c292fe26-b587-4ee5-8841-f8c56e618384
## INFO [13:19:15.527] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:15.570] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:15.574] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.077] [mlr3] Finished benchmark
## INFO [13:19:16.111] [bbotk] Result of batch 173:
## INFO [13:19:16.112] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.112] [bbotk] 469 0.1757157 7 0.6485849 0 0 0.493
## INFO [13:19:16.112] [bbotk] uhash
## INFO [13:19:16.112] [bbotk] 6dc512ce-1ae7-4658-86fd-8d9bb7b20bbd
## INFO [13:19:16.115] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.132] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.148] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.307] [mlr3] Finished benchmark
## INFO [13:19:16.333] [bbotk] Result of batch 174:
## INFO [13:19:16.335] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.335] [bbotk] 96 0.1900952 10 0.634434 0 0 0.153
## INFO [13:19:16.335] [bbotk] uhash
## INFO [13:19:16.335] [bbotk] ba731535-d9b5-420b-9f65-fab627f9d81d
## INFO [13:19:16.337] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.342] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.345] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.553] [mlr3] Finished benchmark
## INFO [13:19:16.572] [bbotk] Result of batch 175:
## INFO [13:19:16.575] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.575] [bbotk] 484 0.1780294 3 0.6580189 0 0 0.203
## INFO [13:19:16.575] [bbotk] uhash
## INFO [13:19:16.575] [bbotk] c8d3fe1c-b6e5-4a0f-b103-47f196e6aee1
## INFO [13:19:16.583] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.588] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.592] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.638] [mlr3] Finished benchmark
## INFO [13:19:16.660] [bbotk] Result of batch 176:
## INFO [13:19:16.661] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:16.661] [bbotk] 29 0.1479428 5 0.6933962 0 0 0.039
## INFO [13:19:16.661] [bbotk] uhash
## INFO [13:19:16.661] [bbotk] 4743f702-6f96-4229-810d-66f978d8f926
## INFO [13:19:16.664] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.670] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.674] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.999] [mlr3] Finished benchmark
## INFO [13:19:17.038] [bbotk] Result of batch 177:
## INFO [13:19:17.042] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.042] [bbotk] 297 0.1680654 6 0.6603774 0 0 0.315
## INFO [13:19:17.042] [bbotk] uhash
## INFO [13:19:17.042] [bbotk] af6f86dc-d336-4253-8244-1799b958ab83
## INFO [13:19:17.051] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.070] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.074] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.098] [mlr3] Finished benchmark
## INFO [13:19:17.124] [bbotk] Result of batch 178:
## INFO [13:19:17.129] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.129] [bbotk] 77 0.02458679 1 0.7004717 0 0 0.019
## INFO [13:19:17.129] [bbotk] uhash
## INFO [13:19:17.129] [bbotk] 84accbce-4199-4f5e-8161-940f11297b42
## INFO [13:19:17.136] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.151] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.158] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.625] [mlr3] Finished benchmark
## INFO [13:19:17.677] [bbotk] Result of batch 179:
## INFO [13:19:17.679] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:17.679] [bbotk] 378 0.1886575 7 0.6485849 0 0 0.455
## INFO [13:19:17.679] [bbotk] uhash
## INFO [13:19:17.679] [bbotk] a2bad1d7-37ec-4f74-85c3-d40ed91ad634
## INFO [13:19:17.683] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.708] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.718] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.136] [mlr3] Finished benchmark
## INFO [13:19:18.167] [bbotk] Result of batch 180:
## INFO [13:19:18.169] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:18.169] [bbotk] 310 0.1473989 8 0.6367925 0 0 0.4
## INFO [13:19:18.169] [bbotk] uhash
## INFO [13:19:18.169] [bbotk] bab5310f-c46b-4de2-8ddb-f4a228a1ed91
## INFO [13:19:18.172] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.188] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.202] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.289] [mlr3] Finished benchmark
## INFO [13:19:18.311] [bbotk] Result of batch 181:
## INFO [13:19:18.313] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:18.313] [bbotk] 149 0.1640472 2 0.7193396 0 0 0.078
## INFO [13:19:18.313] [bbotk] uhash
## INFO [13:19:18.313] [bbotk] d926a1bd-6bc6-4b2e-b92b-f3032f0920da
## INFO [13:19:18.316] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.322] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.335] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.775] [mlr3] Finished benchmark
## INFO [13:19:18.795] [bbotk] Result of batch 182:
## INFO [13:19:18.798] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:18.798] [bbotk] 209 0.006355737 10 0.6485849 0 0 0.426
## INFO [13:19:18.798] [bbotk] uhash
## INFO [13:19:18.798] [bbotk] 846f4595-bedc-4339-853d-e578f9039dda
## INFO [13:19:18.805] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.812] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.815] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.020] [mlr3] Finished benchmark
## INFO [13:19:19.075] [bbotk] Result of batch 183:
## INFO [13:19:19.077] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:19.077] [bbotk] 138 0.01975741 7 0.6745283 0 0 0.193
## INFO [13:19:19.077] [bbotk] uhash
## INFO [13:19:19.077] [bbotk] 846c446d-b9ee-44c1-bead-90369f486f24
## INFO [13:19:19.080] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.085] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.089] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.531] [mlr3] Finished benchmark
## INFO [13:19:19.548] [bbotk] Result of batch 184:
## INFO [13:19:19.550] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:19.550] [bbotk] 228 0.004226513 9 0.6674528 0 0 0.437
## INFO [13:19:19.550] [bbotk] uhash
## INFO [13:19:19.550] [bbotk] d2887904-b15a-46af-a50e-1d9030d25369
## INFO [13:19:19.552] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.563] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.570] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.729] [mlr3] Finished benchmark
## INFO [13:19:19.755] [bbotk] Result of batch 185:
## INFO [13:19:19.756] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:19.756] [bbotk] 72 0.07619163 10 0.6674528 0 0 0.138
## INFO [13:19:19.756] [bbotk] uhash
## INFO [13:19:19.756] [bbotk] 46ede405-6854-4297-bb3c-7be01679e3ae
## INFO [13:19:19.759] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.764] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.767] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.979] [mlr3] Finished benchmark
## INFO [13:19:20.020] [bbotk] Result of batch 186:
## INFO [13:19:20.022] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:20.022] [bbotk] 286 0.08547313 5 0.6839623 0 0 0.207
## INFO [13:19:20.022] [bbotk] uhash
## INFO [13:19:20.022] [bbotk] fd51017d-f8a4-4e21-a743-e9a45c406ba0
## INFO [13:19:20.026] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.035] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.039] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.188] [mlr3] Finished benchmark
## INFO [13:19:20.210] [bbotk] Result of batch 187:
## INFO [13:19:20.211] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:20.211] [bbotk] 216 0.06438748 4 0.6816038 0 0 0.144
## INFO [13:19:20.211] [bbotk] uhash
## INFO [13:19:20.211] [bbotk] 13e8f5ca-e2b6-4222-a9d6-14f3b4f869f5
## INFO [13:19:20.214] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.221] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.232] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.668] [mlr3] Finished benchmark
## INFO [13:19:20.683] [bbotk] Result of batch 188:
## INFO [13:19:20.685] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:20.685] [bbotk] 389 0.08126921 7 0.6603774 0 0 0.43
## INFO [13:19:20.685] [bbotk] uhash
## INFO [13:19:20.685] [bbotk] fe0086ed-bcc8-41d1-ba96-2c306a46c16e
## INFO [13:19:20.687] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.691] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.694] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.473] [mlr3] Finished benchmark
## INFO [13:19:21.538] [bbotk] Result of batch 189:
## INFO [13:19:21.542] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:21.542] [bbotk] 390 0.00397518 9 0.6509434 0 0 0.76
## INFO [13:19:21.542] [bbotk] uhash
## INFO [13:19:21.542] [bbotk] 05a193fd-f34e-4240-bd37-4293813a509d
## INFO [13:19:21.548] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.565] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.578] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.727] [mlr3] Finished benchmark
## INFO [13:19:21.771] [bbotk] Result of batch 190:
## INFO [13:19:21.775] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:21.775] [bbotk] 266 0.1711243 3 0.6580189 0 0 0.133
## INFO [13:19:21.775] [bbotk] uhash
## INFO [13:19:21.775] [bbotk] 2d0be4c3-915e-4da8-a1d2-9d056eb4bc6f
## INFO [13:19:21.778] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.782] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.786] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.815] [mlr3] Finished benchmark
## INFO [13:19:21.832] [bbotk] Result of batch 191:
## INFO [13:19:21.834] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:21.834] [bbotk] 22 0.1194929 4 0.7075472 0 0 0.023
## INFO [13:19:21.834] [bbotk] uhash
## INFO [13:19:21.834] [bbotk] 2dbad576-090b-405c-957c-392b6c60a6a3
## INFO [13:19:21.837] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.843] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.847] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.030] [mlr3] Finished benchmark
## INFO [13:19:22.056] [bbotk] Result of batch 192:
## INFO [13:19:22.062] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:22.062] [bbotk] 349 0.1754018 3 0.6627358 0 0 0.176
## INFO [13:19:22.062] [bbotk] uhash
## INFO [13:19:22.062] [bbotk] e6dec5c3-2cfe-4157-9625-0783b586a232
## INFO [13:19:22.065] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.069] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.077] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.111] [mlr3] Finished benchmark
## INFO [13:19:22.135] [bbotk] Result of batch 193:
## INFO [13:19:22.137] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:22.137] [bbotk] 51 0.03407207 2 0.7051887 0 0 0.03
## INFO [13:19:22.137] [bbotk] uhash
## INFO [13:19:22.137] [bbotk] 7beba185-f2a6-4e06-a16c-171ab0a0d5dc
## INFO [13:19:22.144] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.150] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.154] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.246] [mlr3] Finished benchmark
## INFO [13:19:22.274] [bbotk] Result of batch 194:
## INFO [13:19:22.276] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:22.276] [bbotk] 354 0.1545224 1 0.7358491 0 0 0.087
## INFO [13:19:22.276] [bbotk] uhash
## INFO [13:19:22.276] [bbotk] 6d4a1fd2-58d2-4c3b-abd8-a5d4a5cfd9b3
## INFO [13:19:22.281] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.286] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.292] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.650] [mlr3] Finished benchmark
## INFO [13:19:22.674] [bbotk] Result of batch 195:
## INFO [13:19:22.676] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:22.676] [bbotk] 385 0.1538956 6 0.6674528 0 0 0.354
## INFO [13:19:22.676] [bbotk] uhash
## INFO [13:19:22.676] [bbotk] 617186f5-4708-42d7-84d4-324e7b2e30e4
## INFO [13:19:22.678] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.687] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.692] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.951] [mlr3] Finished benchmark
## INFO [13:19:22.968] [bbotk] Result of batch 196:
## INFO [13:19:22.979] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:22.979] [bbotk] 354 0.009478579 4 0.7051887 0 0 0.254
## INFO [13:19:22.979] [bbotk] uhash
## INFO [13:19:22.979] [bbotk] 25a5615d-06ae-4d7c-b79f-10c6496ae5a1
## INFO [13:19:22.981] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.986] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.990] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.246] [mlr3] Finished benchmark
## INFO [13:19:23.308] [bbotk] Result of batch 197:
## INFO [13:19:23.310] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:23.310] [bbotk] 176 0.03681642 7 0.6698113 0 0 0.248
## INFO [13:19:23.310] [bbotk] uhash
## INFO [13:19:23.310] [bbotk] 5ca3efcc-2358-4b33-aed3-10f713dc14d9
## INFO [13:19:23.312] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.317] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.321] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.511] [mlr3] Finished benchmark
## INFO [13:19:23.535] [bbotk] Result of batch 198:
## INFO [13:19:23.536] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:23.536] [bbotk] 344 0.02376455 4 0.7028302 0 0 0.186
## INFO [13:19:23.536] [bbotk] uhash
## INFO [13:19:23.536] [bbotk] 0adf2db9-a8d4-4415-924b-41c49d83c0b6
## INFO [13:19:23.539] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.546] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.553] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.671] [mlr3] Finished benchmark
## INFO [13:19:23.694] [bbotk] Result of batch 199:
## INFO [13:19:23.695] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:23.695] [bbotk] 182 0.04365316 4 0.7004717 0 0 0.114
## INFO [13:19:23.695] [bbotk] uhash
## INFO [13:19:23.695] [bbotk] 7b9f03dc-adba-4649-8603-cd218a530f05
## INFO [13:19:23.697] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.702] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.706] [mlr3] Applying learner 'classif.xgboost' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.782] [mlr3] Finished benchmark
## INFO [13:19:23.804] [bbotk] Result of batch 200:
## INFO [13:19:23.806] [bbotk] nrounds eta max_depth classif.acc warnings errors runtime_learners
## INFO [13:19:23.806] [bbotk] 51 0.08726732 7 0.6627358 0 0 0.07
## INFO [13:19:23.806] [bbotk] uhash
## INFO [13:19:23.806] [bbotk] 12b29ae7-c351-415d-a3dc-c2c07097e593
## INFO [13:19:23.812] [bbotk] Finished optimizing after 200 evaluation(s)
## INFO [13:19:23.813] [bbotk] Result:
## INFO [13:19:23.814] [bbotk] nrounds eta max_depth learner_param_vals x_domain classif.acc
## INFO [13:19:23.814] [bbotk] <int> <num> <int> <list> <list> <num>
## INFO [13:19:23.814] [bbotk] 444 0.07964847 1 <list[6]> <list[3]> 0.7429245
## INFO [13:18:22.225] [mlr3] Applying learner 'classif.svm.tuned' on task 'drugs-data' (iter 1/4)
## INFO [13:18:22.515] [bbotk] Starting to optimize 2 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals> [n_evals=200, k=0]'
## INFO [13:18:22.530] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.539] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.551] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:22.796] [mlr3] Finished benchmark
## INFO [13:18:22.818] [bbotk] Result of batch 1:
## INFO [13:18:22.821] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:22.821] [bbotk] 25.18095 radial 0.6650943 0 0 0.239
## INFO [13:18:22.821] [bbotk] uhash
## INFO [13:18:22.821] [bbotk] c8e9f5b3-919b-4567-bebb-2f7490d93d92
## INFO [13:18:22.822] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.827] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.873] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.093] [mlr3] Finished benchmark
## INFO [13:18:23.115] [bbotk] Result of batch 2:
## INFO [13:18:23.116] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:23.116] [bbotk] 20.75081 radial 0.6674528 0 0 0.211
## INFO [13:18:23.116] [bbotk] uhash
## INFO [13:18:23.116] [bbotk] 04613327-8b38-42d8-bb55-c16a25c1b6af
## INFO [13:18:23.118] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.123] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.126] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.710] [mlr3] Finished benchmark
## INFO [13:18:23.738] [bbotk] Result of batch 3:
## INFO [13:18:23.739] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:23.739] [bbotk] 11.20008 linear 0.6981132 0 0 0.579
## INFO [13:18:23.739] [bbotk] uhash
## INFO [13:18:23.739] [bbotk] 5276feb6-036f-45e0-85f8-cf54af1b462a
## INFO [13:18:23.741] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.745] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.748] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.959] [mlr3] Finished benchmark
## INFO [13:18:23.986] [bbotk] Result of batch 4:
## INFO [13:18:23.987] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:23.987] [bbotk] 14.81805 radial 0.6674528 0 0 0.201
## INFO [13:18:23.987] [bbotk] uhash
## INFO [13:18:23.987] [bbotk] e4845d61-a81a-4d61-b2c1-cba1e665d64a
## INFO [13:18:23.989] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.994] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.997] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.166] [mlr3] Finished benchmark
## INFO [13:18:24.180] [bbotk] Result of batch 5:
## INFO [13:18:24.181] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:24.181] [bbotk] 11.19628 radial 0.6627358 0 0 0.165
## INFO [13:18:24.181] [bbotk] uhash
## INFO [13:18:24.181] [bbotk] 91a21614-0965-4e7a-a797-56fec63616bc
## INFO [13:18:24.183] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.191] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.196] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.643] [mlr3] Finished benchmark
## INFO [13:18:25.667] [bbotk] Result of batch 6:
## INFO [13:18:25.669] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:25.669] [bbotk] 48.0308 linear 0.6957547 0 0 1.434
## INFO [13:18:25.669] [bbotk] uhash
## INFO [13:18:25.669] [bbotk] c8c9d530-0187-46c4-9beb-abda6aed0853
## INFO [13:18:25.674] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.684] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.689] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.875] [mlr3] Finished benchmark
## INFO [13:18:25.894] [bbotk] Result of batch 7:
## INFO [13:18:25.898] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:25.898] [bbotk] 2.2532 linear 0.6957547 0 0 0.179
## INFO [13:18:25.898] [bbotk] uhash
## INFO [13:18:25.898] [bbotk] 2ebd9259-fa70-47d3-844c-df773f1eec25
## INFO [13:18:25.900] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.910] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.913] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.494] [mlr3] Finished benchmark
## INFO [13:18:26.510] [bbotk] Result of batch 8:
## INFO [13:18:26.512] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:26.512] [bbotk] 17.67112 linear 0.6957547 0 0 0.573
## INFO [13:18:26.512] [bbotk] uhash
## INFO [13:18:26.512] [bbotk] 596e4c95-325b-4805-be31-4707ad749ff6
## INFO [13:18:26.517] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.523] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.528] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.726] [mlr3] Finished benchmark
## INFO [13:18:26.746] [bbotk] Result of batch 9:
## INFO [13:18:26.747] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:26.747] [bbotk] 23.55887 radial 0.6533019 0 0 0.192
## INFO [13:18:26.747] [bbotk] uhash
## INFO [13:18:26.747] [bbotk] 64e786e2-43a3-4bac-99d3-40ab5e2b68c5
## INFO [13:18:26.749] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.758] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.761] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.005] [mlr3] Finished benchmark
## INFO [13:18:27.022] [bbotk] Result of batch 10:
## INFO [13:18:27.023] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:27.023] [bbotk] 37.5641 radial 0.6627358 0 0 0.238
## INFO [13:18:27.023] [bbotk] uhash
## INFO [13:18:27.023] [bbotk] 24da85ad-3b49-43d0-9a95-0d3ff21843c5
## INFO [13:18:27.025] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.029] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.032] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.388] [mlr3] Finished benchmark
## INFO [13:18:27.413] [bbotk] Result of batch 11:
## INFO [13:18:27.414] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:27.414] [bbotk] 9.117464 linear 0.6957547 0 0 0.353
## INFO [13:18:27.414] [bbotk] uhash
## INFO [13:18:27.414] [bbotk] 2577cf43-70df-494f-8e3b-ef5c756594f8
## INFO [13:18:27.418] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.421] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.424] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.053] [mlr3] Finished benchmark
## INFO [13:18:28.090] [bbotk] Result of batch 12:
## INFO [13:18:28.093] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:28.093] [bbotk] 17.21497 linear 0.6981132 0 0 0.59
## INFO [13:18:28.093] [bbotk] uhash
## INFO [13:18:28.093] [bbotk] 7889b764-c039-4f16-8b2a-dd2b0b45a2b1
## INFO [13:18:28.098] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.111] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.115] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.462] [mlr3] Finished benchmark
## INFO [13:18:28.486] [bbotk] Result of batch 13:
## INFO [13:18:28.490] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:28.490] [bbotk] 8.733289 linear 0.6981132 0 0 0.341
## INFO [13:18:28.490] [bbotk] uhash
## INFO [13:18:28.490] [bbotk] 022919f7-10a1-4850-9252-0d2ab7f1d890
## INFO [13:18:28.493] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.497] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.503] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.704] [mlr3] Finished benchmark
## INFO [13:18:28.725] [bbotk] Result of batch 14:
## INFO [13:18:28.727] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:28.727] [bbotk] 22.61739 radial 0.6603774 0 0 0.195
## INFO [13:18:28.727] [bbotk] uhash
## INFO [13:18:28.727] [bbotk] 596567d6-ebba-479c-bab3-c1d4fe4db522
## INFO [13:18:28.729] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.735] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.738] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.962] [mlr3] Finished benchmark
## INFO [13:18:28.975] [bbotk] Result of batch 15:
## INFO [13:18:28.977] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:28.977] [bbotk] 37.34436 radial 0.6627358 0 0 0.22
## INFO [13:18:28.977] [bbotk] uhash
## INFO [13:18:28.977] [bbotk] e09bd556-b2e1-4693-a7c7-82e7042a2ade
## INFO [13:18:28.981] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.995] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.998] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.359] [mlr3] Finished benchmark
## INFO [13:18:29.389] [bbotk] Result of batch 16:
## INFO [13:18:29.390] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:29.390] [bbotk] 4.50951 linear 0.6957547 0 0 0.357
## INFO [13:18:29.390] [bbotk] uhash
## INFO [13:18:29.390] [bbotk] ab2341b7-ac27-4a08-9ebf-931ccc770b26
## INFO [13:18:29.392] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.397] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.400] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.867] [mlr3] Finished benchmark
## INFO [13:18:29.891] [bbotk] Result of batch 17:
## INFO [13:18:29.893] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:29.893] [bbotk] 12.16519 linear 0.6981132 0 0 0.457
## INFO [13:18:29.893] [bbotk] uhash
## INFO [13:18:29.893] [bbotk] 157816e1-02aa-4b6a-ae6b-58e15f39c3f3
## INFO [13:18:29.899] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.906] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.910] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.938] [mlr3] Finished benchmark
## INFO [13:18:30.990] [bbotk] Result of batch 18:
## INFO [13:18:30.994] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:30.994] [bbotk] 34.69922 linear 0.6957547 0 0 1.01
## INFO [13:18:30.994] [bbotk] uhash
## INFO [13:18:30.994] [bbotk] b95f9862-727c-4bc0-8616-fdb7a01f42d5
## INFO [13:18:31.001] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.006] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.010] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.221] [mlr3] Finished benchmark
## INFO [13:18:31.240] [bbotk] Result of batch 19:
## INFO [13:18:31.241] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:31.241] [bbotk] 18.37039 radial 0.6674528 0 0 0.204
## INFO [13:18:31.241] [bbotk] uhash
## INFO [13:18:31.241] [bbotk] 97b0a762-12d0-4da8-a53d-08a8108e7fae
## INFO [13:18:31.243] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.248] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.251] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.393] [mlr3] Finished benchmark
## INFO [13:18:31.440] [bbotk] Result of batch 20:
## INFO [13:18:31.445] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:31.445] [bbotk] 1.489831 linear 0.6957547 0 0 0.136
## INFO [13:18:31.445] [bbotk] uhash
## INFO [13:18:31.445] [bbotk] 9944d5cb-595d-4f3c-9e60-785a55c4657b
## INFO [13:18:31.450] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.466] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.480] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.692] [mlr3] Finished benchmark
## INFO [13:18:31.823] [bbotk] Result of batch 21:
## INFO [13:18:31.825] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:31.825] [bbotk] 2.216255 linear 0.6981132 0 0 0.205
## INFO [13:18:31.825] [bbotk] uhash
## INFO [13:18:31.825] [bbotk] 014bb162-657c-45da-8b69-27ac3a9dae8a
## INFO [13:18:31.827] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.832] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.844] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.129] [mlr3] Finished benchmark
## INFO [13:18:32.144] [bbotk] Result of batch 22:
## INFO [13:18:32.146] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:32.146] [bbotk] 34.7568 radial 0.6485849 0 0 0.275
## INFO [13:18:32.146] [bbotk] uhash
## INFO [13:18:32.146] [bbotk] 91e4094d-fd7c-48a3-a005-909098afd596
## INFO [13:18:32.147] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.156] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.160] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.078] [mlr3] Finished benchmark
## INFO [13:18:33.111] [bbotk] Result of batch 23:
## INFO [13:18:33.117] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:33.117] [bbotk] 27.1014 linear 0.6933962 0 0 0.9
## INFO [13:18:33.117] [bbotk] uhash
## INFO [13:18:33.117] [bbotk] 31e95cb9-22d9-4e11-879b-41e93933fa63
## INFO [13:18:33.125] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.154] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.164] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.351] [mlr3] Finished benchmark
## INFO [13:18:33.428] [bbotk] Result of batch 24:
## INFO [13:18:33.429] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:33.429] [bbotk] 2.905194 radial 0.7075472 0 0 0.174
## INFO [13:18:33.429] [bbotk] uhash
## INFO [13:18:33.429] [bbotk] 1fe4d6a3-3f23-4796-b871-0eed5d90096e
## INFO [13:18:33.431] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:33.441] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:33.444] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.980] [mlr3] Finished benchmark
## INFO [13:18:34.013] [bbotk] Result of batch 25:
## INFO [13:18:34.029] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:34.029] [bbotk] 12.49621 linear 0.6933962 0 0 0.512
## INFO [13:18:34.029] [bbotk] uhash
## INFO [13:18:34.029] [bbotk] 6d3afc02-9e2f-4ece-bb57-ee06b95ace65
## INFO [13:18:34.045] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.056] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.067] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:34.305] [mlr3] Finished benchmark
## INFO [13:18:34.360] [bbotk] Result of batch 26:
## INFO [13:18:34.363] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:34.363] [bbotk] 7.884894 radial 0.6768868 0 0 0.228
## INFO [13:18:34.363] [bbotk] uhash
## INFO [13:18:34.363] [bbotk] a6d38d3d-cda2-4873-b408-fc742e333b55
## INFO [13:18:34.367] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.382] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.412] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:34.669] [mlr3] Finished benchmark
## INFO [13:18:34.761] [bbotk] Result of batch 27:
## INFO [13:18:34.766] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:34.766] [bbotk] 9.828964 radial 0.6698113 0 0 0.239
## INFO [13:18:34.766] [bbotk] uhash
## INFO [13:18:34.766] [bbotk] 17d127d0-0755-4637-b120-54c83b72e374
## INFO [13:18:34.772] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.780] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.788] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.198] [mlr3] Finished benchmark
## INFO [13:18:36.265] [bbotk] Result of batch 28:
## INFO [13:18:36.269] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:36.269] [bbotk] 41.86968 linear 0.6957547 0 0 1.371
## INFO [13:18:36.269] [bbotk] uhash
## INFO [13:18:36.269] [bbotk] f505b39b-3e75-4976-ac42-9f38d5c56dad
## INFO [13:18:36.272] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.282] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.300] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:37.256] [mlr3] Finished benchmark
## INFO [13:18:37.336] [bbotk] Result of batch 29:
## INFO [13:18:37.340] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:37.340] [bbotk] 23.1409 linear 0.6933962 0 0 0.919
## INFO [13:18:37.340] [bbotk] uhash
## INFO [13:18:37.340] [bbotk] cce1cec5-d876-4ff6-b628-f57890495983
## INFO [13:18:37.349] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:37.358] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:37.379] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:39.907] [mlr3] Finished benchmark
## INFO [13:18:40.061] [bbotk] Result of batch 30:
## INFO [13:18:40.063] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:40.063] [bbotk] 49.98651 linear 0.6981132 0 0 2.496
## INFO [13:18:40.063] [bbotk] uhash
## INFO [13:18:40.063] [bbotk] b0ef61cb-6b89-452b-8030-323697e5f8fa
## INFO [13:18:40.069] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:40.074] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:40.080] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.276] [mlr3] Finished benchmark
## INFO [13:18:41.319] [bbotk] Result of batch 31:
## INFO [13:18:41.324] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:41.324] [bbotk] 30.19853 linear 0.6981132 0 0 1.16
## INFO [13:18:41.324] [bbotk] uhash
## INFO [13:18:41.324] [bbotk] 53a5910b-85ed-4cbf-9a5f-1d20f4c2d91f
## INFO [13:18:41.330] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.343] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.357] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.660] [mlr3] Finished benchmark
## INFO [13:18:42.704] [bbotk] Result of batch 32:
## INFO [13:18:42.714] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:42.714] [bbotk] 34.61965 linear 0.6981132 0 0 1.262
## INFO [13:18:42.714] [bbotk] uhash
## INFO [13:18:42.714] [bbotk] 1e55be2b-52b8-49a8-b409-15ee2165efdc
## INFO [13:18:42.725] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.751] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.772] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.073] [mlr3] Finished benchmark
## INFO [13:18:43.180] [bbotk] Result of batch 33:
## INFO [13:18:43.182] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:43.182] [bbotk] 24.3873 radial 0.6603774 0 0 0.292
## INFO [13:18:43.182] [bbotk] uhash
## INFO [13:18:43.182] [bbotk] 9eb5cae5-edac-41af-842b-d0ec6e9f32dc
## INFO [13:18:43.185] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.208] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.218] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.490] [mlr3] Finished benchmark
## INFO [13:18:43.514] [bbotk] Result of batch 34:
## INFO [13:18:43.516] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:43.516] [bbotk] 22.45839 radial 0.6556604 0 0 0.265
## INFO [13:18:43.516] [bbotk] uhash
## INFO [13:18:43.516] [bbotk] 89dbcf14-bf4b-47ad-80da-5d8b45bee77d
## INFO [13:18:43.523] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.538] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.541] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:44.689] [mlr3] Finished benchmark
## INFO [13:18:44.734] [bbotk] Result of batch 35:
## INFO [13:18:44.742] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:44.742] [bbotk] 25.77853 linear 0.6957547 0 0 1.119
## INFO [13:18:44.742] [bbotk] uhash
## INFO [13:18:44.742] [bbotk] 92769af3-9256-46cc-8537-645bd5a80b46
## INFO [13:18:44.754] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.778] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:44.788] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:44.941] [mlr3] Finished benchmark
## INFO [13:18:45.019] [bbotk] Result of batch 36:
## INFO [13:18:45.022] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:45.022] [bbotk] 3.650735 radial 0.7099057 0 0 0.149
## INFO [13:18:45.022] [bbotk] uhash
## INFO [13:18:45.022] [bbotk] cfac21d0-e88f-4ad1-bc42-8bc0f6189e45
## INFO [13:18:45.029] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:45.041] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.044] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:45.222] [mlr3] Finished benchmark
## INFO [13:18:45.269] [bbotk] Result of batch 37:
## INFO [13:18:45.271] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:45.271] [bbotk] 8.722172 radial 0.6768868 0 0 0.17
## INFO [13:18:45.271] [bbotk] uhash
## INFO [13:18:45.271] [bbotk] 29507238-2307-42e1-b53a-209586973fed
## INFO [13:18:45.273] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:45.287] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.291] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:45.711] [mlr3] Finished benchmark
## INFO [13:18:45.795] [bbotk] Result of batch 38:
## INFO [13:18:45.797] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:45.797] [bbotk] 28.58912 radial 0.6509434 0 0 0.409
## INFO [13:18:45.797] [bbotk] uhash
## INFO [13:18:45.797] [bbotk] 648ba28c-fd0c-4609-8ee5-fb9687b015ee
## INFO [13:18:45.804] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:45.819] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.844] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.128] [mlr3] Finished benchmark
## INFO [13:18:46.295] [bbotk] Result of batch 39:
## INFO [13:18:46.304] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:46.304] [bbotk] 16.95656 radial 0.6721698 0 0 0.259
## INFO [13:18:46.304] [bbotk] uhash
## INFO [13:18:46.304] [bbotk] 5f49583f-cec0-47a1-bfc1-c846fb5e0c28
## INFO [13:18:46.307] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.313] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.320] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.167] [mlr3] Finished benchmark
## INFO [13:18:48.191] [bbotk] Result of batch 40:
## INFO [13:18:48.204] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:48.204] [bbotk] 47.60119 linear 0.6933962 0 0 1.837
## INFO [13:18:48.204] [bbotk] uhash
## INFO [13:18:48.204] [bbotk] f8dc1958-0cdb-4b9e-ba5f-cdddbc45a57f
## INFO [13:18:48.208] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.232] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.255] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.474] [mlr3] Finished benchmark
## INFO [13:18:48.501] [bbotk] Result of batch 41:
## INFO [13:18:48.503] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:48.503] [bbotk] 13.82126 radial 0.6650943 0 0 0.214
## INFO [13:18:48.503] [bbotk] uhash
## INFO [13:18:48.503] [bbotk] 74dec5d7-2b1c-4c95-8abe-c66c41b6d910
## INFO [13:18:48.505] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.510] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.516] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.133] [mlr3] Finished benchmark
## INFO [13:18:50.296] [bbotk] Result of batch 42:
## INFO [13:18:50.298] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:50.298] [bbotk] 49.64613 linear 0.6981132 0 0 1.574
## INFO [13:18:50.298] [bbotk] uhash
## INFO [13:18:50.298] [bbotk] 7d35ee48-8d8c-4623-af46-729593b07065
## INFO [13:18:50.301] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.306] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.318] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.745] [mlr3] Finished benchmark
## INFO [13:18:51.819] [bbotk] Result of batch 43:
## INFO [13:18:51.821] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:51.821] [bbotk] 43.81877 linear 0.6981132 0 0 1.415
## INFO [13:18:51.821] [bbotk] uhash
## INFO [13:18:51.821] [bbotk] 4712aea3-0055-4bb3-b95d-4da565168b76
## INFO [13:18:51.824] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.831] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.848] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.108] [mlr3] Finished benchmark
## INFO [13:18:52.134] [bbotk] Result of batch 44:
## INFO [13:18:52.136] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:52.136] [bbotk] 20.7998 radial 0.6650943 0 0 0.253
## INFO [13:18:52.136] [bbotk] uhash
## INFO [13:18:52.136] [bbotk] 35cd413d-7965-406e-8dc4-1b852ad60624
## INFO [13:18:52.145] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.169] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.182] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.796] [mlr3] Finished benchmark
## INFO [13:18:52.835] [bbotk] Result of batch 45:
## INFO [13:18:52.836] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:52.836] [bbotk] 13.15569 linear 0.6957547 0 0 0.606
## INFO [13:18:52.836] [bbotk] uhash
## INFO [13:18:52.836] [bbotk] 42f2c38a-b91c-427b-bac4-5213d238c777
## INFO [13:18:52.838] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.843] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.847] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.538] [mlr3] Finished benchmark
## INFO [13:18:54.612] [bbotk] Result of batch 46:
## INFO [13:18:54.614] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:54.614] [bbotk] 48.82939 linear 0.6981132 0 0 1.679
## INFO [13:18:54.614] [bbotk] uhash
## INFO [13:18:54.614] [bbotk] a90fa6ca-e617-4b96-84f5-4a843c73e8e2
## INFO [13:18:54.616] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.623] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.628] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:54.858] [mlr3] Finished benchmark
## INFO [13:18:54.890] [bbotk] Result of batch 47:
## INFO [13:18:54.894] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:54.894] [bbotk] 16.89367 radial 0.6721698 0 0 0.222
## INFO [13:18:54.894] [bbotk] uhash
## INFO [13:18:54.894] [bbotk] 9650d8cb-e9f5-4f7f-aacd-97293b0ae12c
## INFO [13:18:54.904] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:54.912] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:54.916] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:55.282] [mlr3] Finished benchmark
## INFO [13:18:55.320] [bbotk] Result of batch 48:
## INFO [13:18:55.322] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:55.322] [bbotk] 18.93581 radial 0.6650943 0 0 0.349
## INFO [13:18:55.322] [bbotk] uhash
## INFO [13:18:55.322] [bbotk] 5e863295-0026-44ef-b073-374b97c4fba2
## INFO [13:18:55.324] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:55.330] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:55.335] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:55.658] [mlr3] Finished benchmark
## INFO [13:18:55.674] [bbotk] Result of batch 49:
## INFO [13:18:55.675] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:55.675] [bbotk] 38.031 radial 0.6556604 0 0 0.318
## INFO [13:18:55.675] [bbotk] uhash
## INFO [13:18:55.675] [bbotk] c3f63d83-248e-44a6-8492-b8764ff50001
## INFO [13:18:55.677] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:55.681] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:55.685] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.574] [mlr3] Finished benchmark
## INFO [13:18:56.685] [bbotk] Result of batch 50:
## INFO [13:18:56.687] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:56.687] [bbotk] 23.00725 linear 0.6981132 0 0 0.875
## INFO [13:18:56.687] [bbotk] uhash
## INFO [13:18:56.687] [bbotk] 99d93a33-4dee-4dd0-a3d6-42d1471e6883
## INFO [13:18:56.691] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.709] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.718] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.234] [mlr3] Finished benchmark
## INFO [13:18:57.263] [bbotk] Result of batch 51:
## INFO [13:18:57.265] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:57.265] [bbotk] 10.31102 linear 0.6957547 0 0 0.507
## INFO [13:18:57.265] [bbotk] uhash
## INFO [13:18:57.265] [bbotk] 35b40e16-e35a-406d-a253-055aeb995edd
## INFO [13:18:57.267] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:57.276] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:57.286] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.177] [mlr3] Finished benchmark
## INFO [13:18:58.206] [bbotk] Result of batch 52:
## INFO [13:18:58.208] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:58.208] [bbotk] 23.79737 linear 0.6957547 0 0 0.872
## INFO [13:18:58.208] [bbotk] uhash
## INFO [13:18:58.208] [bbotk] 1524a618-ee66-4b6d-87af-aeb02c37dd34
## INFO [13:18:58.215] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.230] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.235] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.324] [mlr3] Finished benchmark
## INFO [13:18:59.346] [bbotk] Result of batch 53:
## INFO [13:18:59.347] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:59.347] [bbotk] 32.52287 linear 0.6981132 0 0 1.049
## INFO [13:18:59.347] [bbotk] uhash
## INFO [13:18:59.347] [bbotk] a6305850-19a8-456f-896a-a16eb29d49c9
## INFO [13:18:59.349] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.364] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.373] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.631] [mlr3] Finished benchmark
## INFO [13:18:59.658] [bbotk] Result of batch 54:
## INFO [13:18:59.659] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:59.659] [bbotk] 30.88387 radial 0.6509434 0 0 0.253
## INFO [13:18:59.659] [bbotk] uhash
## INFO [13:18:59.659] [bbotk] d287ef95-72b5-46e6-8820-1e904343142a
## INFO [13:18:59.662] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.667] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.670] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.827] [mlr3] Finished benchmark
## INFO [13:18:59.842] [bbotk] Result of batch 55:
## INFO [13:18:59.844] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:59.844] [bbotk] 3.765672 radial 0.7075472 0 0 0.151
## INFO [13:18:59.844] [bbotk] uhash
## INFO [13:18:59.844] [bbotk] d9f33e77-ddc1-43c3-9801-2e295fabdf2e
## INFO [13:18:59.846] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.857] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.865] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.748] [mlr3] Finished benchmark
## INFO [13:19:00.796] [bbotk] Result of batch 56:
## INFO [13:19:00.809] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:00.809] [bbotk] 23.34819 linear 0.6957547 0 0 0.847
## INFO [13:19:00.809] [bbotk] uhash
## INFO [13:19:00.809] [bbotk] 03536a9d-d98a-486a-aeaa-676bdae58044
## INFO [13:19:00.816] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:00.832] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:00.854] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:01.552] [mlr3] Finished benchmark
## INFO [13:19:01.616] [bbotk] Result of batch 57:
## INFO [13:19:01.619] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:01.619] [bbotk] 13.96885 linear 0.6933962 0 0 0.672
## INFO [13:19:01.619] [bbotk] uhash
## INFO [13:19:01.619] [bbotk] 21f0e32d-c8ab-462b-9824-ff372930ce99
## INFO [13:19:01.665] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:01.701] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:01.716] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.946] [mlr3] Finished benchmark
## INFO [13:19:03.046] [bbotk] Result of batch 58:
## INFO [13:19:03.048] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:03.048] [bbotk] 27.43892 linear 0.6981132 0 0 1.203
## INFO [13:19:03.048] [bbotk] uhash
## INFO [13:19:03.048] [bbotk] af0eeb46-03b2-476b-8e90-35f6ed112318
## INFO [13:19:03.059] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:03.089] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:03.100] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.193] [mlr3] Finished benchmark
## INFO [13:19:04.260] [bbotk] Result of batch 59:
## INFO [13:19:04.265] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:04.265] [bbotk] 20.51957 linear 0.6981132 0 0 1.049
## INFO [13:19:04.265] [bbotk] uhash
## INFO [13:19:04.265] [bbotk] c54fd02a-c8a6-438d-afde-e0a229440f3c
## INFO [13:19:04.276] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.291] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.302] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.502] [mlr3] Finished benchmark
## INFO [13:19:04.522] [bbotk] Result of batch 60:
## INFO [13:19:04.534] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:04.534] [bbotk] 0.5581 radial 0.7051887 0 0 0.195
## INFO [13:19:04.534] [bbotk] uhash
## INFO [13:19:04.534] [bbotk] 72d962e4-2a56-4db9-ba39-7dabc80dc84d
## INFO [13:19:04.546] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.557] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.562] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.904] [mlr3] Finished benchmark
## INFO [13:19:04.925] [bbotk] Result of batch 61:
## INFO [13:19:04.930] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:04.930] [bbotk] 39.18303 radial 0.6603774 0 0 0.33
## INFO [13:19:04.930] [bbotk] uhash
## INFO [13:19:04.930] [bbotk] cc2b86bc-624a-4fe7-857e-33dfefa365f3
## INFO [13:19:04.933] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.951] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.955] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.245] [mlr3] Finished benchmark
## INFO [13:19:05.267] [bbotk] Result of batch 62:
## INFO [13:19:05.269] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:05.269] [bbotk] 27.25103 radial 0.6485849 0 0 0.284
## INFO [13:19:05.269] [bbotk] uhash
## INFO [13:19:05.269] [bbotk] 9c688875-0cb1-42f9-84c3-f235f47d0522
## INFO [13:19:05.270] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.279] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.284] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.532] [mlr3] Finished benchmark
## INFO [13:19:05.546] [bbotk] Result of batch 63:
## INFO [13:19:05.547] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:05.547] [bbotk] 16.94146 radial 0.6745283 0 0 0.239
## INFO [13:19:05.547] [bbotk] uhash
## INFO [13:19:05.547] [bbotk] af627e5b-db25-4e88-9d96-30ba8c706f21
## INFO [13:19:05.549] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.553] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.556] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.735] [mlr3] Finished benchmark
## INFO [13:19:05.755] [bbotk] Result of batch 64:
## INFO [13:19:05.757] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:05.757] [bbotk] 5.336552 radial 0.7004717 0 0 0.173
## INFO [13:19:05.757] [bbotk] uhash
## INFO [13:19:05.757] [bbotk] 4fe96e06-fe9c-49d5-a706-d531aa3b241c
## INFO [13:19:05.760] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.767] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.771] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.064] [mlr3] Finished benchmark
## INFO [13:19:06.099] [bbotk] Result of batch 65:
## INFO [13:19:06.100] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:06.100] [bbotk] 4.936461 linear 0.6981132 0 0 0.288
## INFO [13:19:06.100] [bbotk] uhash
## INFO [13:19:06.100] [bbotk] ba35abb0-b800-41fa-829b-16c163c9dca4
## INFO [13:19:06.103] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.108] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.110] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.279] [mlr3] Finished benchmark
## INFO [13:19:07.350] [bbotk] Result of batch 66:
## INFO [13:19:07.353] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:07.353] [bbotk] 34.89857 linear 0.6957547 0 0 1.147
## INFO [13:19:07.353] [bbotk] uhash
## INFO [13:19:07.353] [bbotk] 26e4ae56-f9ef-4135-9914-1196ffecbd16
## INFO [13:19:07.356] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.362] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.374] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.711] [mlr3] Finished benchmark
## INFO [13:19:07.729] [bbotk] Result of batch 67:
## INFO [13:19:07.731] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:07.731] [bbotk] 27.98794 radial 0.6533019 0 0 0.307
## INFO [13:19:07.731] [bbotk] uhash
## INFO [13:19:07.731] [bbotk] 734519e5-7991-45cb-a006-fd4576a5e35b
## INFO [13:19:07.737] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.779] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.783] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.032] [mlr3] Finished benchmark
## INFO [13:19:08.050] [bbotk] Result of batch 68:
## INFO [13:19:08.052] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:08.052] [bbotk] 23.31021 radial 0.6580189 0 0 0.241
## INFO [13:19:08.052] [bbotk] uhash
## INFO [13:19:08.052] [bbotk] 286f5c62-73de-4baf-81df-bae69da130af
## INFO [13:19:08.054] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.060] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.065] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.094] [mlr3] Finished benchmark
## INFO [13:19:09.148] [bbotk] Result of batch 69:
## INFO [13:19:09.156] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:09.156] [bbotk] 30.47505 linear 0.6981132 0 0 1.012
## INFO [13:19:09.156] [bbotk] uhash
## INFO [13:19:09.156] [bbotk] 9fd40bdc-f9f6-4578-af37-58a76364bcbe
## INFO [13:19:09.168] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.184] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.193] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.367] [mlr3] Finished benchmark
## INFO [13:19:09.395] [bbotk] Result of batch 70:
## INFO [13:19:09.398] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:09.398] [bbotk] 0.4139761 linear 0.6886792 0 0 0.163
## INFO [13:19:09.398] [bbotk] uhash
## INFO [13:19:09.398] [bbotk] e66594b6-f3a1-4d3c-a082-c85ccc3736dd
## INFO [13:19:09.403] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.412] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.416] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.386] [mlr3] Finished benchmark
## INFO [13:19:10.442] [bbotk] Result of batch 71:
## INFO [13:19:10.450] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:10.450] [bbotk] 27.92837 linear 0.6981132 0 0 0.947
## INFO [13:19:10.450] [bbotk] uhash
## INFO [13:19:10.450] [bbotk] 4faac82f-a2b6-411c-9522-11ca9b5c32c6
## INFO [13:19:10.463] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.473] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.483] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.028] [mlr3] Finished benchmark
## INFO [13:19:11.069] [bbotk] Result of batch 72:
## INFO [13:19:11.070] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:11.070] [bbotk] 11.85612 linear 0.6957547 0 0 0.534
## INFO [13:19:11.070] [bbotk] uhash
## INFO [13:19:11.070] [bbotk] 0aa29bf4-c94e-4314-8dd3-66f864cc1a40
## INFO [13:19:11.073] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.087] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.090] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.411] [mlr3] Finished benchmark
## INFO [13:19:11.457] [bbotk] Result of batch 73:
## INFO [13:19:11.464] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:11.464] [bbotk] 42.34545 radial 0.6556604 0 0 0.315
## INFO [13:19:11.464] [bbotk] uhash
## INFO [13:19:11.464] [bbotk] c2118132-ec1c-4d68-b627-b39328a371e2
## INFO [13:19:11.470] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.476] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.480] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.948] [mlr3] Finished benchmark
## INFO [13:19:11.965] [bbotk] Result of batch 74:
## INFO [13:19:11.969] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:11.969] [bbotk] 9.96797 linear 0.6981132 0 0 0.46
## INFO [13:19:11.969] [bbotk] uhash
## INFO [13:19:11.969] [bbotk] 41439d75-9fed-44ca-a869-6eec09efb4e1
## INFO [13:19:11.976] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.994] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:12.003] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:12.354] [mlr3] Finished benchmark
## INFO [13:19:12.399] [bbotk] Result of batch 75:
## INFO [13:19:12.401] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:12.401] [bbotk] 49.94214 radial 0.6462264 0 0 0.343
## INFO [13:19:12.401] [bbotk] uhash
## INFO [13:19:12.401] [bbotk] 75683d6c-f4eb-4735-8849-21ab0d7b9e7f
## INFO [13:19:12.404] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:12.416] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:12.420] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.944] [mlr3] Finished benchmark
## INFO [13:19:13.976] [bbotk] Result of batch 76:
## INFO [13:19:13.980] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:13.980] [bbotk] 36.20273 linear 0.6981132 0 0 1.518
## INFO [13:19:13.980] [bbotk] uhash
## INFO [13:19:13.980] [bbotk] 157418ed-2eaf-4f62-9bee-b9a4481dd9f6
## INFO [13:19:13.983] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.989] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.992] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.320] [mlr3] Finished benchmark
## INFO [13:19:14.340] [bbotk] Result of batch 77:
## INFO [13:19:14.341] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:14.341] [bbotk] 5.560472 linear 0.6957547 0 0 0.324
## INFO [13:19:14.341] [bbotk] uhash
## INFO [13:19:14.341] [bbotk] e8c40590-c668-49ed-8486-27096b52a46b
## INFO [13:19:14.343] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.348] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.351] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:15.273] [mlr3] Finished benchmark
## INFO [13:19:15.330] [bbotk] Result of batch 78:
## INFO [13:19:15.334] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:15.334] [bbotk] 26.1806 linear 0.6981132 0 0 0.91
## INFO [13:19:15.334] [bbotk] uhash
## INFO [13:19:15.334] [bbotk] 50f7eaba-c19e-48ce-bf60-207ea77f81c6
## INFO [13:19:15.338] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:15.398] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:15.404] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.298] [mlr3] Finished benchmark
## INFO [13:19:16.319] [bbotk] Result of batch 79:
## INFO [13:19:16.322] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:16.322] [bbotk] 26.75746 linear 0.6981132 0 0 0.889
## INFO [13:19:16.322] [bbotk] uhash
## INFO [13:19:16.322] [bbotk] fa90f6b9-5579-4611-b806-b19082fa37e1
## INFO [13:19:16.325] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.333] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.337] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.662] [mlr3] Finished benchmark
## INFO [13:19:16.694] [bbotk] Result of batch 80:
## INFO [13:19:16.700] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:16.700] [bbotk] 37.94781 radial 0.6603774 0 0 0.312
## INFO [13:19:16.700] [bbotk] uhash
## INFO [13:19:16.700] [bbotk] a39297b2-b1e1-4466-8ded-17244b7ec631
## INFO [13:19:16.709] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.724] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.729] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.099] [mlr3] Finished benchmark
## INFO [13:19:17.165] [bbotk] Result of batch 81:
## INFO [13:19:17.168] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:17.168] [bbotk] 38.54959 radial 0.6650943 0 0 0.362
## INFO [13:19:17.168] [bbotk] uhash
## INFO [13:19:17.168] [bbotk] 021b1f5c-0f02-4823-b9eb-912e64c4b3fc
## INFO [13:19:17.171] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.176] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.179] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.146] [mlr3] Finished benchmark
## INFO [13:19:18.166] [bbotk] Result of batch 82:
## INFO [13:19:18.168] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:18.168] [bbotk] 24.8412 linear 0.6981132 0 0 0.963
## INFO [13:19:18.168] [bbotk] uhash
## INFO [13:19:18.168] [bbotk] 8115ab61-f317-4541-bac0-28e5e7ce4e33
## INFO [13:19:18.170] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.178] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.182] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.479] [mlr3] Finished benchmark
## INFO [13:19:18.507] [bbotk] Result of batch 83:
## INFO [13:19:18.509] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:18.509] [bbotk] 23.26994 radial 0.6580189 0 0 0.28
## INFO [13:19:18.509] [bbotk] uhash
## INFO [13:19:18.509] [bbotk] 1694f6bd-bcee-4720-8f68-e3b352e82c10
## INFO [13:19:18.511] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.527] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.536] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.731] [mlr3] Finished benchmark
## INFO [13:19:18.796] [bbotk] Result of batch 84:
## INFO [13:19:18.798] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:18.798] [bbotk] 7.004483 radial 0.6839623 0 0 0.182
## INFO [13:19:18.798] [bbotk] uhash
## INFO [13:19:18.798] [bbotk] 6cc55117-ac05-462d-a218-243b74ee3393
## INFO [13:19:18.800] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.805] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.811] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.137] [mlr3] Finished benchmark
## INFO [13:19:19.159] [bbotk] Result of batch 85:
## INFO [13:19:19.160] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:19.160] [bbotk] 41.07744 radial 0.6603774 0 0 0.318
## INFO [13:19:19.160] [bbotk] uhash
## INFO [13:19:19.160] [bbotk] 0b16254f-eb0d-41d3-abec-9a7b516f85af
## INFO [13:19:19.162] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.167] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.171] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.478] [mlr3] Finished benchmark
## INFO [13:19:19.495] [bbotk] Result of batch 86:
## INFO [13:19:19.496] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:19.496] [bbotk] 40.21358 radial 0.6603774 0 0 0.298
## INFO [13:19:19.496] [bbotk] uhash
## INFO [13:19:19.496] [bbotk] 7c8f30e3-dbec-41f5-9294-d2286aaf9494
## INFO [13:19:19.498] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.507] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.512] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.949] [mlr3] Finished benchmark
## INFO [13:19:20.992] [bbotk] Result of batch 87:
## INFO [13:19:20.994] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:20.994] [bbotk] 43.0876 linear 0.6933962 0 0 1.43
## INFO [13:19:20.994] [bbotk] uhash
## INFO [13:19:20.994] [bbotk] a9d61734-da15-4398-938f-c73389a44b66
## INFO [13:19:20.995] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.000] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.004] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.198] [mlr3] Finished benchmark
## INFO [13:19:21.214] [bbotk] Result of batch 88:
## INFO [13:19:21.218] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:21.218] [bbotk] 10.03395 radial 0.6674528 0 0 0.189
## INFO [13:19:21.218] [bbotk] uhash
## INFO [13:19:21.218] [bbotk] f492c84a-2095-4c89-baa3-5842eab6337d
## INFO [13:19:21.223] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.229] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.232] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.203] [mlr3] Finished benchmark
## INFO [13:19:22.245] [bbotk] Result of batch 89:
## INFO [13:19:22.251] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:22.251] [bbotk] 26.566 linear 0.6957547 0 0 0.952
## INFO [13:19:22.251] [bbotk] uhash
## INFO [13:19:22.251] [bbotk] 316c0da2-d324-44da-a0e2-8f053e59179c
## INFO [13:19:22.259] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.273] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.279] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.829] [mlr3] Finished benchmark
## INFO [13:19:22.857] [bbotk] Result of batch 90:
## INFO [13:19:22.858] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:22.858] [bbotk] 10.09467 linear 0.6933962 0 0 0.521
## INFO [13:19:22.858] [bbotk] uhash
## INFO [13:19:22.858] [bbotk] b95b291a-c408-4ec9-bf33-a6ea8e532e06
## INFO [13:19:22.860] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.868] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.879] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:24.197] [mlr3] Finished benchmark
## INFO [13:19:24.251] [bbotk] Result of batch 91:
## INFO [13:19:24.254] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:24.254] [bbotk] 37.80889 linear 0.6933962 0 0 1.299
## INFO [13:19:24.254] [bbotk] uhash
## INFO [13:19:24.254] [bbotk] 24b33fc4-4234-4994-ae90-2a0d5ee3d4c3
## INFO [13:19:24.256] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:24.263] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:24.267] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.568] [mlr3] Finished benchmark
## INFO [13:19:25.631] [bbotk] Result of batch 92:
## INFO [13:19:25.633] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:25.633] [bbotk] 39.09986 linear 0.6933962 0 0 1.295
## INFO [13:19:25.633] [bbotk] uhash
## INFO [13:19:25.633] [bbotk] d8fc2142-ccf2-4c19-b7ba-3545b6b46573
## INFO [13:19:25.635] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.640] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.644] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.931] [mlr3] Finished benchmark
## INFO [13:19:25.952] [bbotk] Result of batch 93:
## INFO [13:19:25.954] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:25.954] [bbotk] 38.44869 radial 0.6603774 0 0 0.283
## INFO [13:19:25.954] [bbotk] uhash
## INFO [13:19:25.954] [bbotk] ca6f72b3-b17b-4bcc-8ee1-d5f7c31919e4
## INFO [13:19:25.956] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.961] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.964] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:27.222] [mlr3] Finished benchmark
## INFO [13:19:27.277] [bbotk] Result of batch 94:
## INFO [13:19:27.282] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:27.282] [bbotk] 42.65136 linear 0.6957547 0 0 1.249
## INFO [13:19:27.282] [bbotk] uhash
## INFO [13:19:27.282] [bbotk] 05f59701-94a2-4bc9-85cf-6b31ca20b7d3
## INFO [13:19:27.289] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:27.302] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:27.311] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:27.496] [mlr3] Finished benchmark
## INFO [13:19:27.511] [bbotk] Result of batch 95:
## INFO [13:19:27.513] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:27.513] [bbotk] 8.795601 radial 0.6768868 0 0 0.174
## INFO [13:19:27.513] [bbotk] uhash
## INFO [13:19:27.513] [bbotk] e0c3bcda-61a8-44db-8126-7f5abb4c322f
## INFO [13:19:27.514] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:27.520] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:27.523] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:27.774] [mlr3] Finished benchmark
## INFO [13:19:27.791] [bbotk] Result of batch 96:
## INFO [13:19:27.792] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:27.792] [bbotk] 42.36799 radial 0.6650943 0 0 0.247
## INFO [13:19:27.792] [bbotk] uhash
## INFO [13:19:27.792] [bbotk] 602f9cc9-1e6d-4f00-a0c1-3f9507cd612a
## INFO [13:19:27.794] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:27.799] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:27.802] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:28.470] [mlr3] Finished benchmark
## INFO [13:19:28.491] [bbotk] Result of batch 97:
## INFO [13:19:28.493] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:28.493] [bbotk] 23.71489 linear 0.6957547 0 0 0.664
## INFO [13:19:28.493] [bbotk] uhash
## INFO [13:19:28.493] [bbotk] a9eebbcf-a942-47e8-82e8-f0de84c748bb
## INFO [13:19:28.495] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:28.500] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:28.503] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:29.638] [mlr3] Finished benchmark
## INFO [13:19:29.654] [bbotk] Result of batch 98:
## INFO [13:19:29.655] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:29.655] [bbotk] 46.36132 linear 0.6981132 0 0 1.131
## INFO [13:19:29.655] [bbotk] uhash
## INFO [13:19:29.655] [bbotk] d26fb124-bf3f-4f5a-9983-0be093d7b6a2
## INFO [13:19:29.657] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:29.661] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:29.664] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:29.881] [mlr3] Finished benchmark
## INFO [13:19:29.897] [bbotk] Result of batch 99:
## INFO [13:19:29.899] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:29.899] [bbotk] 4.383254 linear 0.6957547 0 0 0.212
## INFO [13:19:29.899] [bbotk] uhash
## INFO [13:19:29.899] [bbotk] f96e6046-88a9-4ddc-bc25-677c7bc091c3
## INFO [13:19:29.901] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:29.906] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:29.909] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:30.157] [mlr3] Finished benchmark
## INFO [13:19:30.172] [bbotk] Result of batch 100:
## INFO [13:19:30.174] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:30.174] [bbotk] 49.51039 radial 0.6509434 0 0 0.244
## INFO [13:19:30.174] [bbotk] uhash
## INFO [13:19:30.174] [bbotk] 8b404a7e-e90e-4945-bb3b-b61e186adbcc
## INFO [13:19:30.176] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:30.181] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:30.184] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:30.378] [mlr3] Finished benchmark
## INFO [13:19:30.393] [bbotk] Result of batch 101:
## INFO [13:19:30.394] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:30.394] [bbotk] 23.88909 radial 0.6580189 0 0 0.189
## INFO [13:19:30.394] [bbotk] uhash
## INFO [13:19:30.394] [bbotk] d1413c31-560b-48b3-bfbb-6fb353c93999
## INFO [13:19:30.396] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:30.400] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:30.403] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:30.535] [mlr3] Finished benchmark
## INFO [13:19:30.556] [bbotk] Result of batch 102:
## INFO [13:19:30.558] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:30.558] [bbotk] 5.718678 radial 0.6910377 0 0 0.128
## INFO [13:19:30.558] [bbotk] uhash
## INFO [13:19:30.558] [bbotk] 71616cea-d9e1-42a9-90a7-8d249dcfe051
## INFO [13:19:30.560] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:30.564] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:30.567] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:31.250] [mlr3] Finished benchmark
## INFO [13:19:31.264] [bbotk] Result of batch 103:
## INFO [13:19:31.266] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:31.266] [bbotk] 23.24057 linear 0.6981132 0 0 0.678
## INFO [13:19:31.266] [bbotk] uhash
## INFO [13:19:31.266] [bbotk] 9dd206df-583e-462a-b397-1e8b4243d665
## INFO [13:19:31.268] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:31.273] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:31.277] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:31.477] [mlr3] Finished benchmark
## INFO [13:19:31.492] [bbotk] Result of batch 104:
## INFO [13:19:31.494] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:31.494] [bbotk] 28.27868 radial 0.6462264 0 0 0.196
## INFO [13:19:31.494] [bbotk] uhash
## INFO [13:19:31.494] [bbotk] 6d22b822-9f5c-4b9b-b6c6-502af3ceb436
## INFO [13:19:31.495] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:31.503] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:31.507] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:31.675] [mlr3] Finished benchmark
## INFO [13:19:31.690] [bbotk] Result of batch 105:
## INFO [13:19:31.692] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:31.692] [bbotk] 14.57257 radial 0.6674528 0 0 0.162
## INFO [13:19:31.692] [bbotk] uhash
## INFO [13:19:31.692] [bbotk] 6e8ca683-f38a-48f2-96e9-02529b53223a
## INFO [13:19:31.693] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:31.698] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:31.701] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:31.939] [mlr3] Finished benchmark
## INFO [13:19:31.954] [bbotk] Result of batch 106:
## INFO [13:19:31.956] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:31.956] [bbotk] 38.84059 radial 0.6627358 0 0 0.233
## INFO [13:19:31.956] [bbotk] uhash
## INFO [13:19:31.956] [bbotk] 808c542f-116b-4488-8100-7478b2140a20
## INFO [13:19:31.958] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:31.963] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:31.966] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.176] [mlr3] Finished benchmark
## INFO [13:19:32.191] [bbotk] Result of batch 107:
## INFO [13:19:32.192] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.192] [bbotk] 29.75085 radial 0.6462264 0 0 0.205
## INFO [13:19:32.192] [bbotk] uhash
## INFO [13:19:32.192] [bbotk] 3958f630-a009-452f-bb8a-1a1e4dc02e26
## INFO [13:19:32.194] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.198] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.201] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.409] [mlr3] Finished benchmark
## INFO [13:19:32.425] [bbotk] Result of batch 108:
## INFO [13:19:32.426] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.426] [bbotk] 26.83633 radial 0.6533019 0 0 0.204
## INFO [13:19:32.426] [bbotk] uhash
## INFO [13:19:32.426] [bbotk] 54e6bb94-35cc-49f4-b1e6-4fdf94d4f055
## INFO [13:19:32.428] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.433] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.436] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.922] [mlr3] Finished benchmark
## INFO [13:19:32.938] [bbotk] Result of batch 109:
## INFO [13:19:32.939] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.939] [bbotk] 16.65276 linear 0.6957547 0 0 0.479
## INFO [13:19:32.939] [bbotk] uhash
## INFO [13:19:32.939] [bbotk] b22a0407-49ef-4748-ab4e-1fd998be30cb
## INFO [13:19:32.941] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.946] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.949] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:33.082] [mlr3] Finished benchmark
## INFO [13:19:33.097] [bbotk] Result of batch 110:
## INFO [13:19:33.099] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:33.099] [bbotk] 6.338143 radial 0.6910377 0 0 0.129
## INFO [13:19:33.099] [bbotk] uhash
## INFO [13:19:33.099] [bbotk] d1743509-b8c6-4b63-8060-27bdd8312f20
## INFO [13:19:33.101] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:33.106] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:33.109] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:33.215] [mlr3] Finished benchmark
## INFO [13:19:33.235] [bbotk] Result of batch 111:
## INFO [13:19:33.237] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:33.237] [bbotk] 0.5721856 linear 0.6957547 0 0 0.103
## INFO [13:19:33.237] [bbotk] uhash
## INFO [13:19:33.237] [bbotk] ab840912-f730-4cde-8db7-aae64de8659f
## INFO [13:19:33.239] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:33.243] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:33.246] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:33.476] [mlr3] Finished benchmark
## INFO [13:19:33.492] [bbotk] Result of batch 112:
## INFO [13:19:33.493] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:33.493] [bbotk] 40.20781 radial 0.6603774 0 0 0.226
## INFO [13:19:33.493] [bbotk] uhash
## INFO [13:19:33.493] [bbotk] 4d77398e-1381-4e77-ba34-1ea8629e5fc0
## INFO [13:19:33.495] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:33.500] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:33.503] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:33.743] [mlr3] Finished benchmark
## INFO [13:19:33.761] [bbotk] Result of batch 113:
## INFO [13:19:33.763] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:33.763] [bbotk] 46.66619 radial 0.6603774 0 0 0.235
## INFO [13:19:33.763] [bbotk] uhash
## INFO [13:19:33.763] [bbotk] 74ebc5c9-4ac2-4a3d-bc2d-e0d521479dc5
## INFO [13:19:33.765] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:33.769] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:33.772] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:34.005] [mlr3] Finished benchmark
## INFO [13:19:34.020] [bbotk] Result of batch 114:
## INFO [13:19:34.021] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:34.021] [bbotk] 37.64318 radial 0.6650943 0 0 0.229
## INFO [13:19:34.021] [bbotk] uhash
## INFO [13:19:34.021] [bbotk] ea18c056-640f-4b70-ab87-2958353ba0f6
## INFO [13:19:34.023] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:34.028] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:34.031] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:34.206] [mlr3] Finished benchmark
## INFO [13:19:34.224] [bbotk] Result of batch 115:
## INFO [13:19:34.226] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:34.226] [bbotk] 3.05108 linear 0.6957547 0 0 0.17
## INFO [13:19:34.226] [bbotk] uhash
## INFO [13:19:34.226] [bbotk] d6129a61-569d-466d-807e-95014d1bec98
## INFO [13:19:34.228] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:34.232] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:34.236] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:34.465] [mlr3] Finished benchmark
## INFO [13:19:34.488] [bbotk] Result of batch 116:
## INFO [13:19:34.490] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:34.490] [bbotk] 38.61662 radial 0.6627358 0 0 0.226
## INFO [13:19:34.490] [bbotk] uhash
## INFO [13:19:34.490] [bbotk] a73f1958-b1df-4618-9333-fcadd65d2841
## INFO [13:19:34.493] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:34.506] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:34.513] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:34.745] [mlr3] Finished benchmark
## INFO [13:19:34.772] [bbotk] Result of batch 117:
## INFO [13:19:34.774] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:34.774] [bbotk] 30.02204 radial 0.6533019 0 0 0.226
## INFO [13:19:34.774] [bbotk] uhash
## INFO [13:19:34.774] [bbotk] 9900fe81-bbe8-47e6-8bd6-2e7f7ee4d626
## INFO [13:19:34.777] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:34.782] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:34.787] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:35.027] [mlr3] Finished benchmark
## INFO [13:19:35.042] [bbotk] Result of batch 118:
## INFO [13:19:35.043] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:35.043] [bbotk] 43.62749 radial 0.6556604 0 0 0.233
## INFO [13:19:35.043] [bbotk] uhash
## INFO [13:19:35.043] [bbotk] df8cf400-f744-451b-81f2-2da37b586eaa
## INFO [13:19:35.045] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:35.050] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:35.053] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:35.305] [mlr3] Finished benchmark
## INFO [13:19:35.323] [bbotk] Result of batch 119:
## INFO [13:19:35.325] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:35.325] [bbotk] 41.45601 radial 0.6627358 0 0 0.249
## INFO [13:19:35.325] [bbotk] uhash
## INFO [13:19:35.325] [bbotk] 07a99b63-e758-4b23-8cf4-c09c051bb334
## INFO [13:19:35.327] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:35.332] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:35.335] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:35.509] [mlr3] Finished benchmark
## INFO [13:19:35.525] [bbotk] Result of batch 120:
## INFO [13:19:35.526] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:35.526] [bbotk] 18.98563 radial 0.6674528 0 0 0.17
## INFO [13:19:35.526] [bbotk] uhash
## INFO [13:19:35.526] [bbotk] 180bf030-bb38-4a5f-aa06-053d6f7883eb
## INFO [13:19:35.528] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:35.536] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:35.540] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:35.737] [mlr3] Finished benchmark
## INFO [13:19:35.759] [bbotk] Result of batch 121:
## INFO [13:19:35.761] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:35.761] [bbotk] 24.93722 radial 0.6485849 0 0 0.193
## INFO [13:19:35.761] [bbotk] uhash
## INFO [13:19:35.761] [bbotk] 89080024-50d8-4ec1-a7b0-3613304112d4
## INFO [13:19:35.763] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:35.769] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:35.772] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:36.576] [mlr3] Finished benchmark
## INFO [13:19:36.592] [bbotk] Result of batch 122:
## INFO [13:19:36.593] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:36.593] [bbotk] 28.9889 linear 0.6981132 0 0 0.799
## INFO [13:19:36.593] [bbotk] uhash
## INFO [13:19:36.593] [bbotk] 2c4af9b5-5dd1-4c26-ae61-ab9a14500366
## INFO [13:19:36.595] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:36.600] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:36.603] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:36.796] [mlr3] Finished benchmark
## INFO [13:19:36.817] [bbotk] Result of batch 123:
## INFO [13:19:36.819] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:36.819] [bbotk] 23.46383 radial 0.6580189 0 0 0.188
## INFO [13:19:36.819] [bbotk] uhash
## INFO [13:19:36.819] [bbotk] 6698eec4-d8ea-408b-8381-bbea9e271f57
## INFO [13:19:36.821] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:36.826] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:36.829] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:37.885] [mlr3] Finished benchmark
## INFO [13:19:37.902] [bbotk] Result of batch 124:
## INFO [13:19:37.904] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:37.904] [bbotk] 42.05406 linear 0.6957547 0 0 1.05
## INFO [13:19:37.904] [bbotk] uhash
## INFO [13:19:37.904] [bbotk] 2704d7a5-7acb-4f04-a0d5-11f22f7d74b2
## INFO [13:19:37.906] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:37.911] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:37.915] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:38.117] [mlr3] Finished benchmark
## INFO [13:19:38.315] [bbotk] Result of batch 125:
## INFO [13:19:38.316] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:38.316] [bbotk] 24.84071 radial 0.6485849 0 0 0.198
## INFO [13:19:38.316] [bbotk] uhash
## INFO [13:19:38.316] [bbotk] 4249289c-6930-4901-88b4-ae6255260554
## INFO [13:19:38.318] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:38.323] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:38.327] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:38.900] [mlr3] Finished benchmark
## INFO [13:19:38.917] [bbotk] Result of batch 126:
## INFO [13:19:38.919] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:38.919] [bbotk] 17.2902 linear 0.6981132 0 0 0.569
## INFO [13:19:38.919] [bbotk] uhash
## INFO [13:19:38.919] [bbotk] f01276a6-016b-486d-aa81-74325dfac948
## INFO [13:19:38.920] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:38.925] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:38.928] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:39.502] [mlr3] Finished benchmark
## INFO [13:19:39.520] [bbotk] Result of batch 127:
## INFO [13:19:39.522] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:39.522] [bbotk] 18.98716 linear 0.6933962 0 0 0.568
## INFO [13:19:39.522] [bbotk] uhash
## INFO [13:19:39.522] [bbotk] 02772330-bcda-4934-a63c-39785e5cb03a
## INFO [13:19:39.524] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:39.529] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:39.532] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:39.735] [mlr3] Finished benchmark
## INFO [13:19:39.751] [bbotk] Result of batch 128:
## INFO [13:19:39.752] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:39.752] [bbotk] 25.65956 radial 0.6509434 0 0 0.198
## INFO [13:19:39.752] [bbotk] uhash
## INFO [13:19:39.752] [bbotk] 88ca7ec9-603b-4954-b914-c99bd5c6586b
## INFO [13:19:39.754] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:39.760] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:39.764] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:40.016] [mlr3] Finished benchmark
## INFO [13:19:40.032] [bbotk] Result of batch 129:
## INFO [13:19:40.034] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:40.034] [bbotk] 47.26336 radial 0.6580189 0 0 0.247
## INFO [13:19:40.034] [bbotk] uhash
## INFO [13:19:40.034] [bbotk] bcef5368-6540-4b07-a253-a6b718264ade
## INFO [13:19:40.036] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:40.041] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:40.049] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:40.246] [mlr3] Finished benchmark
## INFO [13:19:40.263] [bbotk] Result of batch 130:
## INFO [13:19:40.264] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:40.264] [bbotk] 21.79693 radial 0.6580189 0 0 0.193
## INFO [13:19:40.264] [bbotk] uhash
## INFO [13:19:40.264] [bbotk] b3e2e073-16d8-45e4-aff3-a972e1082364
## INFO [13:19:40.266] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:40.271] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:40.274] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:40.412] [mlr3] Finished benchmark
## INFO [13:19:40.427] [bbotk] Result of batch 131:
## INFO [13:19:40.429] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:40.429] [bbotk] 7.125015 radial 0.6839623 0 0 0.133
## INFO [13:19:40.429] [bbotk] uhash
## INFO [13:19:40.429] [bbotk] 40e65f71-4e27-448e-831d-ff5d755f472b
## INFO [13:19:40.430] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:40.435] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:40.438] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:41.125] [mlr3] Finished benchmark
## INFO [13:19:41.141] [bbotk] Result of batch 132:
## INFO [13:19:41.142] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:41.142] [bbotk] 26.14852 linear 0.6981132 0 0 0.682
## INFO [13:19:41.142] [bbotk] uhash
## INFO [13:19:41.142] [bbotk] 934a8c82-26d4-4353-9010-3d32e6572780
## INFO [13:19:41.144] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:41.149] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:41.152] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:41.357] [mlr3] Finished benchmark
## INFO [13:19:41.375] [bbotk] Result of batch 133:
## INFO [13:19:41.377] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:41.377] [bbotk] 27.67688 radial 0.6462264 0 0 0.2
## INFO [13:19:41.377] [bbotk] uhash
## INFO [13:19:41.377] [bbotk] 9258a3a3-b7f1-433f-a38c-a6b1593652f8
## INFO [13:19:41.378] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:41.383] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:41.386] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:42.308] [mlr3] Finished benchmark
## INFO [13:19:42.325] [bbotk] Result of batch 134:
## INFO [13:19:42.327] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:42.327] [bbotk] 36.33232 linear 0.6981132 0 0 0.919
## INFO [13:19:42.327] [bbotk] uhash
## INFO [13:19:42.327] [bbotk] 6770da5e-2b9a-4984-8466-b0b095feb9aa
## INFO [13:19:42.329] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:42.334] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:42.337] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.258] [mlr3] Finished benchmark
## INFO [13:19:43.275] [bbotk] Result of batch 135:
## INFO [13:19:43.277] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.277] [bbotk] 32.76959 linear 0.6981132 0 0 0.914
## INFO [13:19:43.277] [bbotk] uhash
## INFO [13:19:43.277] [bbotk] ffdd02f0-5a91-4d05-b0ef-7991c7630825
## INFO [13:19:43.278] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.283] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.287] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.490] [mlr3] Finished benchmark
## INFO [13:19:43.506] [bbotk] Result of batch 136:
## INFO [13:19:43.508] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.508] [bbotk] 27.13775 radial 0.6509434 0 0 0.199
## INFO [13:19:43.508] [bbotk] uhash
## INFO [13:19:43.508] [bbotk] cddcf032-41e2-4305-899d-203520efe072
## INFO [13:19:43.510] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.515] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.519] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.754] [mlr3] Finished benchmark
## INFO [13:19:43.791] [bbotk] Result of batch 137:
## INFO [13:19:43.792] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.792] [bbotk] 37.36383 radial 0.6603774 0 0 0.23
## INFO [13:19:43.792] [bbotk] uhash
## INFO [13:19:43.792] [bbotk] d9d9e043-6743-4381-8c60-4a8326190bae
## INFO [13:19:43.795] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.800] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.803] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.944] [mlr3] Finished benchmark
## INFO [13:19:43.959] [bbotk] Result of batch 138:
## INFO [13:19:43.961] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.961] [bbotk] 8.475575 radial 0.6768868 0 0 0.137
## INFO [13:19:43.961] [bbotk] uhash
## INFO [13:19:43.961] [bbotk] 9aeec202-1faa-4ead-a730-e356a594bcbb
## INFO [13:19:43.963] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.967] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.971] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:44.787] [mlr3] Finished benchmark
## INFO [13:19:44.802] [bbotk] Result of batch 139:
## INFO [13:19:44.803] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:44.803] [bbotk] 30.63697 linear 0.6933962 0 0 0.812
## INFO [13:19:44.803] [bbotk] uhash
## INFO [13:19:44.803] [bbotk] 16ae6c70-0860-478a-a54b-b66fd14c9588
## INFO [13:19:44.805] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:44.810] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:44.813] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:45.558] [mlr3] Finished benchmark
## INFO [13:19:45.576] [bbotk] Result of batch 140:
## INFO [13:19:45.577] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:45.577] [bbotk] 23.78847 linear 0.6957547 0 0 0.74
## INFO [13:19:45.577] [bbotk] uhash
## INFO [13:19:45.577] [bbotk] f716144f-d51e-47e4-a1c0-13ed4ccfd73f
## INFO [13:19:45.579] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:45.584] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:45.588] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:45.794] [mlr3] Finished benchmark
## INFO [13:19:45.819] [bbotk] Result of batch 141:
## INFO [13:19:45.820] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:45.820] [bbotk] 23.46779 radial 0.6533019 0 0 0.2
## INFO [13:19:45.820] [bbotk] uhash
## INFO [13:19:45.820] [bbotk] 67988917-eb17-492a-88f8-92cd37e87523
## INFO [13:19:45.822] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:45.827] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:45.830] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:46.541] [mlr3] Finished benchmark
## INFO [13:19:46.566] [bbotk] Result of batch 142:
## INFO [13:19:46.568] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:46.568] [bbotk] 26.00222 linear 0.6981132 0 0 0.706
## INFO [13:19:46.568] [bbotk] uhash
## INFO [13:19:46.568] [bbotk] 86dcc59a-9f89-4940-ab7e-4ac0586e96b0
## INFO [13:19:46.570] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:46.575] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:46.579] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:47.101] [mlr3] Finished benchmark
## INFO [13:19:47.123] [bbotk] Result of batch 143:
## INFO [13:19:47.125] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:47.125] [bbotk] 16.43011 linear 0.6957547 0 0 0.518
## INFO [13:19:47.125] [bbotk] uhash
## INFO [13:19:47.125] [bbotk] be7f0ea8-db18-4349-b623-74a44ad68dd3
## INFO [13:19:47.127] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:47.132] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:47.135] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:47.245] [mlr3] Finished benchmark
## INFO [13:19:47.261] [bbotk] Result of batch 144:
## INFO [13:19:47.262] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:47.262] [bbotk] 0.4329874 radial 0.6957547 0 0 0.105
## INFO [13:19:47.262] [bbotk] uhash
## INFO [13:19:47.262] [bbotk] 653da748-9e1f-4364-8c55-c19d4c6c3c6b
## INFO [13:19:47.264] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:47.270] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:47.273] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:47.517] [mlr3] Finished benchmark
## INFO [13:19:47.539] [bbotk] Result of batch 145:
## INFO [13:19:47.541] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:47.541] [bbotk] 40.26492 radial 0.6603774 0 0 0.24
## INFO [13:19:47.541] [bbotk] uhash
## INFO [13:19:47.541] [bbotk] e3654884-24a4-406d-9237-8aeb9cc58b2c
## INFO [13:19:47.543] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:47.548] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:47.551] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:48.561] [mlr3] Finished benchmark
## INFO [13:19:48.576] [bbotk] Result of batch 146:
## INFO [13:19:48.578] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:48.578] [bbotk] 36.48499 linear 0.6981132 0 0 1.005
## INFO [13:19:48.578] [bbotk] uhash
## INFO [13:19:48.578] [bbotk] 146d5a37-6450-4422-be7c-51d09f80493f
## INFO [13:19:48.579] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:48.584] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:48.587] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:49.777] [mlr3] Finished benchmark
## INFO [13:19:49.796] [bbotk] Result of batch 147:
## INFO [13:19:49.798] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:49.798] [bbotk] 43.99211 linear 0.6981132 0 0 1.184
## INFO [13:19:49.798] [bbotk] uhash
## INFO [13:19:49.798] [bbotk] 9dd42653-b063-4925-a94a-5746cc97ebd0
## INFO [13:19:49.800] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:49.805] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:49.809] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:50.035] [mlr3] Finished benchmark
## INFO [13:19:50.052] [bbotk] Result of batch 148:
## INFO [13:19:50.053] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:50.053] [bbotk] 34.57718 radial 0.6580189 0 0 0.221
## INFO [13:19:50.053] [bbotk] uhash
## INFO [13:19:50.053] [bbotk] 7895e085-4be8-4d46-b234-842fa3723437
## INFO [13:19:50.055] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:50.060] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:50.064] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:50.279] [mlr3] Finished benchmark
## INFO [13:19:50.296] [bbotk] Result of batch 149:
## INFO [13:19:50.297] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:50.297] [bbotk] 26.57964 radial 0.6509434 0 0 0.201
## INFO [13:19:50.297] [bbotk] uhash
## INFO [13:19:50.297] [bbotk] 7b882757-411a-4577-9561-610d1cbc2233
## INFO [13:19:50.299] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:50.305] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:50.308] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:50.474] [mlr3] Finished benchmark
## INFO [13:19:50.490] [bbotk] Result of batch 150:
## INFO [13:19:50.491] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:50.491] [bbotk] 13.46806 radial 0.6650943 0 0 0.161
## INFO [13:19:50.491] [bbotk] uhash
## INFO [13:19:50.491] [bbotk] 2dc3dce8-d7e3-4960-8f61-44c74c1e9e26
## INFO [13:19:50.493] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:50.498] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:50.502] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:51.378] [mlr3] Finished benchmark
## INFO [13:19:51.394] [bbotk] Result of batch 151:
## INFO [13:19:51.395] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:51.395] [bbotk] 31.99121 linear 0.6981132 0 0 0.872
## INFO [13:19:51.395] [bbotk] uhash
## INFO [13:19:51.395] [bbotk] e630a43d-2a26-477b-be84-46f4f66cf0ca
## INFO [13:19:51.397] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:51.402] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:51.406] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:52.274] [mlr3] Finished benchmark
## INFO [13:19:52.321] [bbotk] Result of batch 152:
## INFO [13:19:52.334] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:52.334] [bbotk] 27.95917 linear 0.6981132 0 0 0.859
## INFO [13:19:52.334] [bbotk] uhash
## INFO [13:19:52.334] [bbotk] 716e5fbe-8e6f-407b-9d66-321b0d2e6daa
## INFO [13:19:52.346] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:52.353] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:52.358] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:52.719] [mlr3] Finished benchmark
## INFO [13:19:52.747] [bbotk] Result of batch 153:
## INFO [13:19:52.753] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:52.753] [bbotk] 30.19518 radial 0.6485849 0 0 0.313
## INFO [13:19:52.753] [bbotk] uhash
## INFO [13:19:52.753] [bbotk] 36263284-044b-476b-a2eb-8fd8adc6a425
## INFO [13:19:52.756] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:52.763] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:52.767] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:53.155] [mlr3] Finished benchmark
## INFO [13:19:53.175] [bbotk] Result of batch 154:
## INFO [13:19:53.177] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:53.177] [bbotk] 8.875674 linear 0.6957547 0 0 0.381
## INFO [13:19:53.177] [bbotk] uhash
## INFO [13:19:53.177] [bbotk] 2e42598b-7df1-4f39-b635-16f9285fd179
## INFO [13:19:53.179] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:53.185] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:53.188] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:53.749] [mlr3] Finished benchmark
## INFO [13:19:53.777] [bbotk] Result of batch 155:
## INFO [13:19:53.779] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:53.779] [bbotk] 18.94419 linear 0.6981132 0 0 0.556
## INFO [13:19:53.779] [bbotk] uhash
## INFO [13:19:53.779] [bbotk] 9dd0d092-1c95-400b-a997-8b2342dd7f46
## INFO [13:19:53.781] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:53.787] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:53.791] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:54.003] [mlr3] Finished benchmark
## INFO [13:19:54.030] [bbotk] Result of batch 156:
## INFO [13:19:54.032] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:54.032] [bbotk] 27.84794 radial 0.6485849 0 0 0.207
## INFO [13:19:54.032] [bbotk] uhash
## INFO [13:19:54.032] [bbotk] cdabd9dd-9af2-417b-9ba7-9e8c5e707ef4
## INFO [13:19:54.034] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:54.039] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:54.042] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:54.397] [mlr3] Finished benchmark
## INFO [13:19:54.412] [bbotk] Result of batch 157:
## INFO [13:19:54.413] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:54.413] [bbotk] 10.30674 linear 0.6933962 0 0 0.351
## INFO [13:19:54.413] [bbotk] uhash
## INFO [13:19:54.413] [bbotk] a227a83d-6783-48b2-90b2-fba4a037122d
## INFO [13:19:54.415] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:54.420] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:54.423] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:54.592] [mlr3] Finished benchmark
## INFO [13:19:54.607] [bbotk] Result of batch 158:
## INFO [13:19:54.608] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:54.608] [bbotk] 16.19794 radial 0.6721698 0 0 0.164
## INFO [13:19:54.608] [bbotk] uhash
## INFO [13:19:54.608] [bbotk] 1b3cf0ad-97df-4f98-9f8f-0734ad25ace7
## INFO [13:19:54.610] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:54.615] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:54.618] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:54.780] [mlr3] Finished benchmark
## INFO [13:19:54.796] [bbotk] Result of batch 159:
## INFO [13:19:54.797] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:54.797] [bbotk] 11.07809 radial 0.6603774 0 0 0.158
## INFO [13:19:54.797] [bbotk] uhash
## INFO [13:19:54.797] [bbotk] eddb4ec8-fa96-49d0-8b41-299bc0fcacb5
## INFO [13:19:54.799] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:54.804] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:54.808] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:54.996] [mlr3] Finished benchmark
## INFO [13:19:55.011] [bbotk] Result of batch 160:
## INFO [13:19:55.012] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:55.012] [bbotk] 19.12025 radial 0.6698113 0 0 0.183
## INFO [13:19:55.012] [bbotk] uhash
## INFO [13:19:55.012] [bbotk] 5da2a145-5dbc-41b3-ac70-e8341fe43f73
## INFO [13:19:55.014] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:55.019] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:55.022] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:55.208] [mlr3] Finished benchmark
## INFO [13:19:55.228] [bbotk] Result of batch 161:
## INFO [13:19:55.230] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:55.230] [bbotk] 19.52125 radial 0.6698113 0 0 0.182
## INFO [13:19:55.230] [bbotk] uhash
## INFO [13:19:55.230] [bbotk] 85a567d5-4891-40e4-8cdf-692b42f695e3
## INFO [13:19:55.234] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:55.245] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:55.251] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:56.147] [mlr3] Finished benchmark
## INFO [13:19:56.166] [bbotk] Result of batch 162:
## INFO [13:19:56.169] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:56.169] [bbotk] 31.00241 linear 0.6981132 0 0 0.891
## INFO [13:19:56.169] [bbotk] uhash
## INFO [13:19:56.169] [bbotk] c7bbe3d7-c6f2-447c-a80b-8d0407893ab4
## INFO [13:19:56.174] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:56.184] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:56.189] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:57.197] [mlr3] Finished benchmark
## INFO [13:19:57.254] [bbotk] Result of batch 163:
## INFO [13:19:57.256] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:57.256] [bbotk] 36.60875 linear 0.6981132 0 0 0.996
## INFO [13:19:57.256] [bbotk] uhash
## INFO [13:19:57.256] [bbotk] 90c8fbc0-81cc-42df-bd94-b47a4d4736df
## INFO [13:19:57.259] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:57.265] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:57.270] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:58.351] [mlr3] Finished benchmark
## INFO [13:19:58.371] [bbotk] Result of batch 164:
## INFO [13:19:58.374] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:58.374] [bbotk] 37.59569 linear 0.6981132 0 0 1.075
## INFO [13:19:58.374] [bbotk] uhash
## INFO [13:19:58.374] [bbotk] 3549521b-2288-4bd5-8552-dfcc69727d7d
## INFO [13:19:58.376] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:58.382] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:58.386] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:58.584] [mlr3] Finished benchmark
## INFO [13:19:58.611] [bbotk] Result of batch 165:
## INFO [13:19:58.613] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:58.613] [bbotk] 16.09486 radial 0.6698113 0 0 0.193
## INFO [13:19:58.613] [bbotk] uhash
## INFO [13:19:58.613] [bbotk] 2a9098f9-e61b-4994-a4ff-39654693a5ba
## INFO [13:19:58.616] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:58.624] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:58.628] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:58.841] [mlr3] Finished benchmark
## INFO [13:19:58.861] [bbotk] Result of batch 166:
## INFO [13:19:58.863] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:58.863] [bbotk] 22.23837 radial 0.6603774 0 0 0.206
## INFO [13:19:58.863] [bbotk] uhash
## INFO [13:19:58.863] [bbotk] 689218b3-e934-42d7-8960-785441e36d77
## INFO [13:19:58.865] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:58.873] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:58.877] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:59.032] [mlr3] Finished benchmark
## INFO [13:19:59.052] [bbotk] Result of batch 167:
## INFO [13:19:59.053] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:59.053] [bbotk] 6.225054 radial 0.6910377 0 0 0.15
## INFO [13:19:59.053] [bbotk] uhash
## INFO [13:19:59.053] [bbotk] 9aa745da-8542-4c86-b1e3-413d06af0b1f
## INFO [13:19:59.055] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:59.060] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:59.064] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:00.292] [mlr3] Finished benchmark
## INFO [13:20:00.331] [bbotk] Result of batch 168:
## INFO [13:20:00.333] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:00.333] [bbotk] 42.32482 linear 0.6957547 0 0 1.215
## INFO [13:20:00.333] [bbotk] uhash
## INFO [13:20:00.333] [bbotk] 0907ab9e-75c1-444a-bca3-0d214b3bf9a1
## INFO [13:20:00.335] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:00.341] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:00.344] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:00.485] [mlr3] Finished benchmark
## INFO [13:20:00.505] [bbotk] Result of batch 169:
## INFO [13:20:00.507] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:00.507] [bbotk] 5.406217 radial 0.7004717 0 0 0.135
## INFO [13:20:00.507] [bbotk] uhash
## INFO [13:20:00.507] [bbotk] 48b4bdd2-a8df-434a-baa1-ddaf48810f6c
## INFO [13:20:00.512] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:00.526] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:00.535] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:00.757] [mlr3] Finished benchmark
## INFO [13:20:00.778] [bbotk] Result of batch 170:
## INFO [13:20:00.780] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:00.780] [bbotk] 26.69572 radial 0.6509434 0 0 0.218
## INFO [13:20:00.780] [bbotk] uhash
## INFO [13:20:00.780] [bbotk] 1507209d-f0cb-4e91-9bf2-f54ebe2efcc2
## INFO [13:20:00.782] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:00.797] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:00.801] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:00.994] [mlr3] Finished benchmark
## INFO [13:20:01.011] [bbotk] Result of batch 171:
## INFO [13:20:01.012] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:01.012] [bbotk] 21.75155 radial 0.6603774 0 0 0.188
## INFO [13:20:01.012] [bbotk] uhash
## INFO [13:20:01.012] [bbotk] e8f45d63-e430-4967-a1ec-db71a0e813b8
## INFO [13:20:01.014] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:01.020] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:01.023] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:02.172] [mlr3] Finished benchmark
## INFO [13:20:02.223] [bbotk] Result of batch 172:
## INFO [13:20:02.225] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:02.225] [bbotk] 41.6253 linear 0.6981132 0 0 1.138
## INFO [13:20:02.225] [bbotk] uhash
## INFO [13:20:02.225] [bbotk] d9bcafcf-2d65-4629-b454-61a8a3db5c00
## INFO [13:20:02.228] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:02.243] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:02.248] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:02.513] [mlr3] Finished benchmark
## INFO [13:20:02.533] [bbotk] Result of batch 173:
## INFO [13:20:02.535] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:02.535] [bbotk] 44.16971 radial 0.6627358 0 0 0.259
## INFO [13:20:02.535] [bbotk] uhash
## INFO [13:20:02.535] [bbotk] f9b41f69-b9de-4684-ba6a-e2e2768b99f0
## INFO [13:20:02.537] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:02.544] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:02.547] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:02.839] [mlr3] Finished benchmark
## INFO [13:20:02.857] [bbotk] Result of batch 174:
## INFO [13:20:02.859] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:02.859] [bbotk] 44.57849 radial 0.6603774 0 0 0.287
## INFO [13:20:02.859] [bbotk] uhash
## INFO [13:20:02.859] [bbotk] cb3fb0f1-ecd6-4dcb-b6cd-fe3fa60aab6c
## INFO [13:20:02.861] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:02.866] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:02.869] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:03.125] [mlr3] Finished benchmark
## INFO [13:20:03.141] [bbotk] Result of batch 175:
## INFO [13:20:03.143] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:03.143] [bbotk] 48.86928 radial 0.6485849 0 0 0.251
## INFO [13:20:03.143] [bbotk] uhash
## INFO [13:20:03.143] [bbotk] 6c796a49-99c3-442a-9175-e1d74c3c1d26
## INFO [13:20:03.145] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:03.150] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:03.153] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:03.601] [mlr3] Finished benchmark
## INFO [13:20:03.623] [bbotk] Result of batch 176:
## INFO [13:20:03.625] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:03.625] [bbotk] 11.66129 linear 0.6957547 0 0 0.434
## INFO [13:20:03.625] [bbotk] uhash
## INFO [13:20:03.625] [bbotk] 703ddf0c-0ee2-4470-92b3-d7caf60d16c6
## INFO [13:20:03.628] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:03.634] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:03.638] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:04.876] [mlr3] Finished benchmark
## INFO [13:20:04.898] [bbotk] Result of batch 177:
## INFO [13:20:04.899] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:04.899] [bbotk] 48.69492 linear 0.6981132 0 0 1.234
## INFO [13:20:04.899] [bbotk] uhash
## INFO [13:20:04.899] [bbotk] b5ce5863-0843-4b66-833d-8dff465bac3b
## INFO [13:20:04.901] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:04.907] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:04.910] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:05.042] [mlr3] Finished benchmark
## INFO [13:20:05.057] [bbotk] Result of batch 178:
## INFO [13:20:05.060] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:05.060] [bbotk] 1.220962 linear 0.6957547 0 0 0.127
## INFO [13:20:05.060] [bbotk] uhash
## INFO [13:20:05.060] [bbotk] 4e65ea69-3722-4a7c-8b51-2e841edbfe5f
## INFO [13:20:05.066] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:05.076] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:05.080] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:05.219] [mlr3] Finished benchmark
## INFO [13:20:05.236] [bbotk] Result of batch 179:
## INFO [13:20:05.237] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:05.237] [bbotk] 1.669009 radial 0.7051887 0 0 0.134
## INFO [13:20:05.237] [bbotk] uhash
## INFO [13:20:05.237] [bbotk] 4673ce89-2f4e-4b14-84d3-e2bd3c52ecc1
## INFO [13:20:05.239] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:05.245] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:05.248] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:05.568] [mlr3] Finished benchmark
## INFO [13:20:05.594] [bbotk] Result of batch 180:
## INFO [13:20:05.596] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:05.596] [bbotk] 7.266204 linear 0.6933962 0 0 0.313
## INFO [13:20:05.596] [bbotk] uhash
## INFO [13:20:05.596] [bbotk] 4e379870-1b72-4932-96dd-0e43888acc80
## INFO [13:20:05.598] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:05.602] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:05.605] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:06.819] [mlr3] Finished benchmark
## INFO [13:20:06.835] [bbotk] Result of batch 181:
## INFO [13:20:06.837] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:06.837] [bbotk] 44.13368 linear 0.6957547 0 0 1.209
## INFO [13:20:06.837] [bbotk] uhash
## INFO [13:20:06.837] [bbotk] 981387dc-dd5d-4f4b-bd8f-be03b93557ca
## INFO [13:20:06.839] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:06.843] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:06.847] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:07.691] [mlr3] Finished benchmark
## INFO [13:20:07.708] [bbotk] Result of batch 182:
## INFO [13:20:07.709] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:07.709] [bbotk] 31.77455 linear 0.6981132 0 0 0.839
## INFO [13:20:07.709] [bbotk] uhash
## INFO [13:20:07.709] [bbotk] 77ed3aa2-5fcf-4262-b5f8-dd1c509828d5
## INFO [13:20:07.711] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:07.716] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:07.719] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:07.868] [mlr3] Finished benchmark
## INFO [13:20:07.895] [bbotk] Result of batch 183:
## INFO [13:20:07.897] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:07.897] [bbotk] 1.598423 linear 0.6981132 0 0 0.144
## INFO [13:20:07.897] [bbotk] uhash
## INFO [13:20:07.897] [bbotk] 181adb5f-b10e-4007-9e3f-c0c3b8861772
## INFO [13:20:07.899] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:07.905] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:07.909] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:08.696] [mlr3] Finished benchmark
## INFO [13:20:08.714] [bbotk] Result of batch 184:
## INFO [13:20:08.716] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:08.716] [bbotk] 27.39355 linear 0.6933962 0 0 0.781
## INFO [13:20:08.716] [bbotk] uhash
## INFO [13:20:08.716] [bbotk] 5efa28dd-0816-4ea1-b460-0ed572576109
## INFO [13:20:08.718] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:08.723] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:08.727] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:08.943] [mlr3] Finished benchmark
## INFO [13:20:08.960] [bbotk] Result of batch 185:
## INFO [13:20:08.962] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:08.962] [bbotk] 31.10854 radial 0.6533019 0 0 0.212
## INFO [13:20:08.962] [bbotk] uhash
## INFO [13:20:08.962] [bbotk] 989ee5f3-44e2-4fe6-938b-61a8060c5a8b
## INFO [13:20:08.964] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:08.969] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:08.972] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:09.193] [mlr3] Finished benchmark
## INFO [13:20:09.208] [bbotk] Result of batch 186:
## INFO [13:20:09.210] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:09.210] [bbotk] 3.8113 linear 0.6981132 0 0 0.217
## INFO [13:20:09.210] [bbotk] uhash
## INFO [13:20:09.210] [bbotk] 36be5045-a1ed-47ec-88c4-4b29f8150d1b
## INFO [13:20:09.213] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:09.221] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:09.227] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:10.389] [mlr3] Finished benchmark
## INFO [13:20:10.406] [bbotk] Result of batch 187:
## INFO [13:20:10.408] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:10.408] [bbotk] 46.79691 linear 0.6981132 0 0 1.155
## INFO [13:20:10.408] [bbotk] uhash
## INFO [13:20:10.408] [bbotk] ba77ec66-f638-4a39-b773-2e015de1690c
## INFO [13:20:10.410] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:10.415] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:10.418] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:10.623] [mlr3] Finished benchmark
## INFO [13:20:10.639] [bbotk] Result of batch 188:
## INFO [13:20:10.640] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:10.640] [bbotk] 3.484221 linear 0.6933962 0 0 0.2
## INFO [13:20:10.640] [bbotk] uhash
## INFO [13:20:10.640] [bbotk] 45989ad9-0ae3-4d85-914d-c7479416a8f1
## INFO [13:20:10.642] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:10.648] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:10.652] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:10.802] [mlr3] Finished benchmark
## INFO [13:20:10.819] [bbotk] Result of batch 189:
## INFO [13:20:10.820] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:10.820] [bbotk] 10.40357 radial 0.6650943 0 0 0.146
## INFO [13:20:10.820] [bbotk] uhash
## INFO [13:20:10.820] [bbotk] c1eb28eb-e95a-41a4-b270-fd5ff9c920f5
## INFO [13:20:10.822] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:10.827] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:10.831] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:11.070] [mlr3] Finished benchmark
## INFO [13:20:11.086] [bbotk] Result of batch 190:
## INFO [13:20:11.087] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:11.087] [bbotk] 40.20952 radial 0.6603774 0 0 0.235
## INFO [13:20:11.087] [bbotk] uhash
## INFO [13:20:11.087] [bbotk] 83b01523-b44c-4fe1-92b7-34da86ad5e75
## INFO [13:20:11.089] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:11.094] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:11.097] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:11.346] [mlr3] Finished benchmark
## INFO [13:20:11.361] [bbotk] Result of batch 191:
## INFO [13:20:11.362] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:11.362] [bbotk] 43.91615 radial 0.6627358 0 0 0.245
## INFO [13:20:11.362] [bbotk] uhash
## INFO [13:20:11.362] [bbotk] cb1d2a68-8c62-468c-8913-9a4d7c5cbb48
## INFO [13:20:11.364] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:11.369] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:11.372] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:12.504] [mlr3] Finished benchmark
## INFO [13:20:12.556] [bbotk] Result of batch 192:
## INFO [13:20:12.562] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:12.562] [bbotk] 44.51813 linear 0.6933962 0 0 1.123
## INFO [13:20:12.562] [bbotk] uhash
## INFO [13:20:12.562] [bbotk] 374eff61-6093-4a7a-b704-87435b6d9a23
## INFO [13:20:12.566] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:12.572] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:12.577] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:12.813] [mlr3] Finished benchmark
## INFO [13:20:12.829] [bbotk] Result of batch 193:
## INFO [13:20:12.831] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:12.831] [bbotk] 32.06867 radial 0.6556604 0 0 0.232
## INFO [13:20:12.831] [bbotk] uhash
## INFO [13:20:12.831] [bbotk] b7ff5317-3ce9-4959-8c3f-51af8aee50ae
## INFO [13:20:12.833] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:12.838] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:12.842] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:12.953] [mlr3] Finished benchmark
## INFO [13:20:12.969] [bbotk] Result of batch 194:
## INFO [13:20:12.971] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:12.971] [bbotk] 0.5620298 linear 0.6981132 0 0 0.107
## INFO [13:20:12.971] [bbotk] uhash
## INFO [13:20:12.971] [bbotk] 7661391d-b751-4ef4-810c-946dddae52be
## INFO [13:20:12.973] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:12.978] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:12.981] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:13.677] [mlr3] Finished benchmark
## INFO [13:20:13.692] [bbotk] Result of batch 195:
## INFO [13:20:13.694] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:13.694] [bbotk] 24.31099 linear 0.6933962 0 0 0.691
## INFO [13:20:13.694] [bbotk] uhash
## INFO [13:20:13.694] [bbotk] 9e4153f8-3e47-4dbf-bff7-b5f924e8687f
## INFO [13:20:13.695] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:13.700] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:13.704] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:14.002] [mlr3] Finished benchmark
## INFO [13:20:14.017] [bbotk] Result of batch 196:
## INFO [13:20:14.019] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:14.019] [bbotk] 6.57128 linear 0.6933962 0 0 0.294
## INFO [13:20:14.019] [bbotk] uhash
## INFO [13:20:14.019] [bbotk] 563c9d9d-91f4-4a54-b10b-c13d8bb02690
## INFO [13:20:14.020] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:14.025] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:14.028] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:14.268] [mlr3] Finished benchmark
## INFO [13:20:14.284] [bbotk] Result of batch 197:
## INFO [13:20:14.285] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:14.285] [bbotk] 38.62049 radial 0.6627358 0 0 0.236
## INFO [13:20:14.285] [bbotk] uhash
## INFO [13:20:14.285] [bbotk] 269980fa-9333-4328-8d30-ec52060cebd3
## INFO [13:20:14.287] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:14.293] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:14.296] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:15.531] [mlr3] Finished benchmark
## INFO [13:20:15.606] [bbotk] Result of batch 198:
## INFO [13:20:15.609] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:15.609] [bbotk] 47.36089 linear 0.6981132 0 0 1.225
## INFO [13:20:15.609] [bbotk] uhash
## INFO [13:20:15.609] [bbotk] 20d7e032-ab62-40e4-93e1-f6f55fa7fc9f
## INFO [13:20:15.618] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:15.755] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:15.759] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:15.955] [mlr3] Finished benchmark
## INFO [13:20:15.972] [bbotk] Result of batch 199:
## INFO [13:20:15.974] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:15.974] [bbotk] 24.0969 radial 0.6603774 0 0 0.192
## INFO [13:20:15.974] [bbotk] uhash
## INFO [13:20:15.974] [bbotk] ce587dc0-4e15-4e94-905f-e5b26eb59328
## INFO [13:20:15.976] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:15.982] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:15.988] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:16.235] [mlr3] Finished benchmark
## INFO [13:20:16.253] [bbotk] Result of batch 200:
## INFO [13:20:16.259] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:16.259] [bbotk] 42.89768 radial 0.6580189 0 0 0.24
## INFO [13:20:16.259] [bbotk] uhash
## INFO [13:20:16.259] [bbotk] c85c5417-771d-4774-a0a8-c6d0c43c0a42
## INFO [13:20:16.267] [bbotk] Finished optimizing after 200 evaluation(s)
## INFO [13:20:16.267] [bbotk] Result:
## INFO [13:20:16.269] [bbotk] cost kernel learner_param_vals x_domain classif.acc
## INFO [13:20:16.269] [bbotk] <num> <char> <list> <list> <num>
## INFO [13:20:16.269] [bbotk] 3.650735 radial <list[3]> <list[2]> 0.7099057
## INFO [13:18:22.339] [mlr3] Applying learner 'classif.svm.tuned' on task 'drugs-data' (iter 2/4)
## INFO [13:18:22.581] [bbotk] Starting to optimize 2 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals> [n_evals=200, k=0]'
## INFO [13:18:22.589] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:22.609] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:22.624] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.071] [mlr3] Finished benchmark
## INFO [13:18:23.086] [bbotk] Result of batch 1:
## INFO [13:18:23.089] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:23.089] [bbotk] 9.973726 linear 0.7028302 0 0 0.438
## INFO [13:18:23.089] [bbotk] uhash
## INFO [13:18:23.089] [bbotk] a835db0b-e66b-4a9f-bc13-09d5c6d3c20e
## INFO [13:18:23.090] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.097] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.163] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.281] [mlr3] Finished benchmark
## INFO [13:18:23.300] [bbotk] Result of batch 2:
## INFO [13:18:23.302] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:23.302] [bbotk] 3.181325 radial 0.7099057 0 0 0.114
## INFO [13:18:23.302] [bbotk] uhash
## INFO [13:18:23.302] [bbotk] f83405be-60b1-461f-9aa3-e9f0d4a352e1
## INFO [13:18:23.303] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.307] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.310] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.690] [mlr3] Finished benchmark
## INFO [13:18:23.710] [bbotk] Result of batch 3:
## INFO [13:18:23.711] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:23.711] [bbotk] 44.44717 radial 0.6462264 0 0 0.373
## INFO [13:18:23.711] [bbotk] uhash
## INFO [13:18:23.711] [bbotk] 810dfefc-d13e-4e6a-aa05-ead1fe80d084
## INFO [13:18:23.713] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.718] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.721] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:23.932] [mlr3] Finished benchmark
## INFO [13:18:23.952] [bbotk] Result of batch 4:
## INFO [13:18:23.954] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:23.954] [bbotk] 3.600877 linear 0.7028302 0 0 0.204
## INFO [13:18:23.954] [bbotk] uhash
## INFO [13:18:23.954] [bbotk] 8ff6ed8c-864f-4d29-b634-eea29b06a48c
## INFO [13:18:23.963] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:23.977] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:23.980] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.240] [mlr3] Finished benchmark
## INFO [13:18:24.254] [bbotk] Result of batch 5:
## INFO [13:18:24.255] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:24.255] [bbotk] 48.21995 radial 0.634434 0 0 0.251
## INFO [13:18:24.255] [bbotk] uhash
## INFO [13:18:24.255] [bbotk] 38326d0e-4466-4684-a188-5e2135ef01bc
## INFO [13:18:24.257] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.266] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.270] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.562] [mlr3] Finished benchmark
## INFO [13:18:24.582] [bbotk] Result of batch 6:
## INFO [13:18:24.583] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:24.583] [bbotk] 44.61288 radial 0.629717 0 0 0.288
## INFO [13:18:24.583] [bbotk] uhash
## INFO [13:18:24.583] [bbotk] ba57faed-51f5-420e-bc7e-bc6f4d743eb7
## INFO [13:18:24.585] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.589] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.592] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:24.715] [mlr3] Finished benchmark
## INFO [13:18:24.734] [bbotk] Result of batch 7:
## INFO [13:18:24.736] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:24.736] [bbotk] 0.06165266 linear 0.7075472 0 0 0.119
## INFO [13:18:24.736] [bbotk] uhash
## INFO [13:18:24.736] [bbotk] aac722e4-af36-412e-bf78-5e37f277ad80
## INFO [13:18:24.738] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:24.746] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:24.755] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.461] [mlr3] Finished benchmark
## INFO [13:18:25.488] [bbotk] Result of batch 8:
## INFO [13:18:25.489] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:25.489] [bbotk] 22.39584 linear 0.7051887 0 0 0.694
## INFO [13:18:25.489] [bbotk] uhash
## INFO [13:18:25.489] [bbotk] 306450a5-48e4-4ba6-9a1b-49d41e14cc9c
## INFO [13:18:25.492] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.509] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.519] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:25.738] [mlr3] Finished benchmark
## INFO [13:18:25.771] [bbotk] Result of batch 9:
## INFO [13:18:25.776] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:25.776] [bbotk] 34.18556 radial 0.6485849 0 0 0.21
## INFO [13:18:25.776] [bbotk] uhash
## INFO [13:18:25.776] [bbotk] c445d4c0-bf39-44f5-8f93-512b75c6f31a
## INFO [13:18:25.779] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:25.792] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:25.795] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.020] [mlr3] Finished benchmark
## INFO [13:18:26.040] [bbotk] Result of batch 10:
## INFO [13:18:26.042] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:26.042] [bbotk] 39.12501 radial 0.6367925 0 0 0.219
## INFO [13:18:26.042] [bbotk] uhash
## INFO [13:18:26.042] [bbotk] 6349788c-c374-4550-9e9a-95e4484b8ce9
## INFO [13:18:26.044] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.049] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.052] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:26.272] [mlr3] Finished benchmark
## INFO [13:18:26.285] [bbotk] Result of batch 11:
## INFO [13:18:26.286] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:26.286] [bbotk] 30.34033 radial 0.6509434 0 0 0.216
## INFO [13:18:26.286] [bbotk] uhash
## INFO [13:18:26.286] [bbotk] c4653184-87c3-4e7c-8130-f4e89ce9d1ec
## INFO [13:18:26.287] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:26.291] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:26.293] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.235] [mlr3] Finished benchmark
## INFO [13:18:27.252] [bbotk] Result of batch 12:
## INFO [13:18:27.257] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:27.257] [bbotk] 35.47111 linear 0.7028302 0 0 0.934
## INFO [13:18:27.257] [bbotk] uhash
## INFO [13:18:27.257] [bbotk] 695565ae-8c26-4480-b920-a1a2bb32b2c3
## INFO [13:18:27.261] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.307] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.310] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.496] [mlr3] Finished benchmark
## INFO [13:18:27.514] [bbotk] Result of batch 13:
## INFO [13:18:27.515] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:27.515] [bbotk] 27.17479 radial 0.6580189 0 0 0.182
## INFO [13:18:27.515] [bbotk] uhash
## INFO [13:18:27.515] [bbotk] 5819dc2b-c3c5-4402-bcf3-223ae44af636
## INFO [13:18:27.517] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.524] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.529] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:27.793] [mlr3] Finished benchmark
## INFO [13:18:27.817] [bbotk] Result of batch 14:
## INFO [13:18:27.819] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:27.819] [bbotk] 48.92912 radial 0.6391509 0 0 0.258
## INFO [13:18:27.819] [bbotk] uhash
## INFO [13:18:27.819] [bbotk] 1668602d-ed97-488d-b583-736f62b24d1a
## INFO [13:18:27.820] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:27.824] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:27.827] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.356] [mlr3] Finished benchmark
## INFO [13:18:28.397] [bbotk] Result of batch 15:
## INFO [13:18:28.398] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:28.398] [bbotk] 14.00069 linear 0.7028302 0 0 0.523
## INFO [13:18:28.398] [bbotk] uhash
## INFO [13:18:28.398] [bbotk] 3ae0b6fe-326d-450a-b02c-2004f2b4e36b
## INFO [13:18:28.402] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.407] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.410] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:28.892] [mlr3] Finished benchmark
## INFO [13:18:28.913] [bbotk] Result of batch 16:
## INFO [13:18:28.915] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:28.915] [bbotk] 15.57063 linear 0.7028302 0 0 0.474
## INFO [13:18:28.915] [bbotk] uhash
## INFO [13:18:28.915] [bbotk] 3e0d2dc4-3d85-45d6-a3ff-f3c18e84f7e9
## INFO [13:18:28.917] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:28.922] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:28.926] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:29.305] [mlr3] Finished benchmark
## INFO [13:18:29.348] [bbotk] Result of batch 17:
## INFO [13:18:29.353] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:29.353] [bbotk] 5.735784 linear 0.7051887 0 0 0.363
## INFO [13:18:29.353] [bbotk] uhash
## INFO [13:18:29.353] [bbotk] a78d79c0-0602-4076-8547-49a886736e67
## INFO [13:18:29.358] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:29.364] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:29.368] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.163] [mlr3] Finished benchmark
## INFO [13:18:30.196] [bbotk] Result of batch 18:
## INFO [13:18:30.197] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:30.197] [bbotk] 26.74214 linear 0.7028302 0 0 0.791
## INFO [13:18:30.197] [bbotk] uhash
## INFO [13:18:30.197] [bbotk] b9dc3fea-7740-4639-9c53-7f6ec7135a00
## INFO [13:18:30.198] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.210] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.217] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.526] [mlr3] Finished benchmark
## INFO [13:18:30.575] [bbotk] Result of batch 19:
## INFO [13:18:30.577] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:30.577] [bbotk] 35.99607 radial 0.6533019 0 0 0.3
## INFO [13:18:30.577] [bbotk] uhash
## INFO [13:18:30.577] [bbotk] 33f3e4f6-9aa6-4e5b-85a8-a7475945ee30
## INFO [13:18:30.579] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.585] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.589] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:30.738] [mlr3] Finished benchmark
## INFO [13:18:30.750] [bbotk] Result of batch 20:
## INFO [13:18:30.752] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:30.752] [bbotk] 1.412631 linear 0.7028302 0 0 0.144
## INFO [13:18:30.752] [bbotk] uhash
## INFO [13:18:30.752] [bbotk] 4c16b324-4213-4bdb-bf57-c541ae847d34
## INFO [13:18:30.756] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:30.765] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:30.768] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.424] [mlr3] Finished benchmark
## INFO [13:18:31.542] [bbotk] Result of batch 21:
## INFO [13:18:31.543] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:31.543] [bbotk] 19.78995 linear 0.7051887 0 0 0.616
## INFO [13:18:31.543] [bbotk] uhash
## INFO [13:18:31.543] [bbotk] df104e2c-0861-48eb-a4a7-a4b84c4dd5b8
## INFO [13:18:31.545] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.550] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.554] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:31.898] [mlr3] Finished benchmark
## INFO [13:18:31.929] [bbotk] Result of batch 22:
## INFO [13:18:31.931] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:31.931] [bbotk] 5.692813 linear 0.7028302 0 0 0.337
## INFO [13:18:31.931] [bbotk] uhash
## INFO [13:18:31.931] [bbotk] 84bbeffb-d651-4c54-9ee8-67f3ec15da9e
## INFO [13:18:31.933] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:31.938] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:31.944] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.229] [mlr3] Finished benchmark
## INFO [13:18:32.245] [bbotk] Result of batch 23:
## INFO [13:18:32.246] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:32.246] [bbotk] 41.53908 radial 0.6320755 0 0 0.279
## INFO [13:18:32.246] [bbotk] uhash
## INFO [13:18:32.246] [bbotk] 044bc1da-947b-4699-a0e6-43248574ec9a
## INFO [13:18:32.248] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.254] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.260] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:32.537] [mlr3] Finished benchmark
## INFO [13:18:32.562] [bbotk] Result of batch 24:
## INFO [13:18:32.563] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:32.563] [bbotk] 38.00241 radial 0.634434 0 0 0.271
## INFO [13:18:32.563] [bbotk] uhash
## INFO [13:18:32.563] [bbotk] 9ec9206d-ff19-494f-8c08-ae108be76068
## INFO [13:18:32.565] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:32.593] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:32.601] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:33.918] [mlr3] Finished benchmark
## INFO [13:18:33.977] [bbotk] Result of batch 25:
## INFO [13:18:33.982] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:33.982] [bbotk] 41.95626 linear 0.7028302 0 0 1.287
## INFO [13:18:33.982] [bbotk] uhash
## INFO [13:18:33.982] [bbotk] 865ff39b-1d2a-46a7-b673-671e5b518168
## INFO [13:18:33.987] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.001] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.011] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:34.168] [mlr3] Finished benchmark
## INFO [13:18:34.205] [bbotk] Result of batch 26:
## INFO [13:18:34.206] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:34.206] [bbotk] 0.8382553 linear 0.7028302 0 0 0.144
## INFO [13:18:34.206] [bbotk] uhash
## INFO [13:18:34.206] [bbotk] 7a5fa142-2680-4ce8-869c-ef18230b1b98
## INFO [13:18:34.213] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:34.221] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:34.225] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.171] [mlr3] Finished benchmark
## INFO [13:18:36.282] [bbotk] Result of batch 27:
## INFO [13:18:36.284] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:36.284] [bbotk] 49.57244 linear 0.7028302 0 0 1.922
## INFO [13:18:36.284] [bbotk] uhash
## INFO [13:18:36.284] [bbotk] cce77144-d15d-4c01-8801-8b0e20c814f0
## INFO [13:18:36.286] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.298] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.303] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:36.551] [mlr3] Finished benchmark
## INFO [13:18:36.582] [bbotk] Result of batch 28:
## INFO [13:18:36.583] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:36.583] [bbotk] 31.07496 radial 0.6509434 0 0 0.242
## INFO [13:18:36.583] [bbotk] uhash
## INFO [13:18:36.583] [bbotk] 099c7ca1-5c47-4596-a379-4332970d0b8c
## INFO [13:18:36.585] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:36.591] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:36.596] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:38.114] [mlr3] Finished benchmark
## INFO [13:18:38.192] [bbotk] Result of batch 29:
## INFO [13:18:38.195] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:38.195] [bbotk] 33.81364 linear 0.7028302 0 0 1.398
## INFO [13:18:38.195] [bbotk] uhash
## INFO [13:18:38.195] [bbotk] f989a84d-b12b-42ef-b10b-73026c7ee44c
## INFO [13:18:38.199] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:38.232] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:38.240] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:40.432] [mlr3] Finished benchmark
## INFO [13:18:40.571] [bbotk] Result of batch 30:
## INFO [13:18:40.572] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:40.572] [bbotk] 41.02541 linear 0.7028302 0 0 2.142
## INFO [13:18:40.572] [bbotk] uhash
## INFO [13:18:40.572] [bbotk] 5fbc5b48-f4f0-46fb-a28c-5ad44140c5da
## INFO [13:18:40.574] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:40.593] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:40.604] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:40.773] [mlr3] Finished benchmark
## INFO [13:18:40.791] [bbotk] Result of batch 31:
## INFO [13:18:40.795] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:40.795] [bbotk] 7.946612 radial 0.6910377 0 0 0.163
## INFO [13:18:40.795] [bbotk] uhash
## INFO [13:18:40.795] [bbotk] a8172818-4dea-4aa3-b80e-db74f1a8a606
## INFO [13:18:40.797] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:40.802] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:40.805] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:41.110] [mlr3] Finished benchmark
## INFO [13:18:41.171] [bbotk] Result of batch 32:
## INFO [13:18:41.173] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:41.173] [bbotk] 18.03251 radial 0.6580189 0 0 0.273
## INFO [13:18:41.173] [bbotk] uhash
## INFO [13:18:41.173] [bbotk] 5cb1b50a-0d48-4e0a-bdc3-bde0c1968260
## INFO [13:18:41.176] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:41.183] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:41.187] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.360] [mlr3] Finished benchmark
## INFO [13:18:42.465] [bbotk] Result of batch 33:
## INFO [13:18:42.466] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:42.466] [bbotk] 34.04439 linear 0.7028302 0 0 1.153
## INFO [13:18:42.466] [bbotk] uhash
## INFO [13:18:42.466] [bbotk] 462754ac-ab1b-4796-aa9f-88dc470c66a9
## INFO [13:18:42.468] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.485] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.493] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:42.889] [mlr3] Finished benchmark
## INFO [13:18:42.914] [bbotk] Result of batch 34:
## INFO [13:18:42.919] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:42.919] [bbotk] 6.722921 linear 0.7028302 0 0 0.39
## INFO [13:18:42.919] [bbotk] uhash
## INFO [13:18:42.919] [bbotk] 8cfd028a-cc5d-4a69-aa89-f459dd8c8b3f
## INFO [13:18:42.922] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:42.928] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:42.933] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:43.188] [mlr3] Finished benchmark
## INFO [13:18:43.233] [bbotk] Result of batch 35:
## INFO [13:18:43.236] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:43.236] [bbotk] 21.84793 radial 0.6556604 0 0 0.247
## INFO [13:18:43.236] [bbotk] uhash
## INFO [13:18:43.236] [bbotk] 7e1b1064-21ea-4c9d-81b8-6c5eac6fe813
## INFO [13:18:43.242] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:43.250] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:43.253] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:44.136] [mlr3] Finished benchmark
## INFO [13:18:44.291] [bbotk] Result of batch 36:
## INFO [13:18:44.294] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:44.294] [bbotk] 17.72792 linear 0.7028302 0 0 0.871
## INFO [13:18:44.294] [bbotk] uhash
## INFO [13:18:44.294] [bbotk] 4c8be78b-6a2f-4610-9751-7c94db802564
## INFO [13:18:44.298] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:44.314] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:44.321] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:45.431] [mlr3] Finished benchmark
## INFO [13:18:45.501] [bbotk] Result of batch 37:
## INFO [13:18:45.509] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:45.509] [bbotk] 30.76789 linear 0.7028302 0 0 1.085
## INFO [13:18:45.509] [bbotk] uhash
## INFO [13:18:45.509] [bbotk] 321f9068-37ac-45b1-9e0b-3d3e2ea41d5b
## INFO [13:18:45.519] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:45.534] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.544] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:45.870] [mlr3] Finished benchmark
## INFO [13:18:45.918] [bbotk] Result of batch 38:
## INFO [13:18:45.923] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:45.923] [bbotk] 42.79404 radial 0.6391509 0 0 0.314
## INFO [13:18:45.923] [bbotk] uhash
## INFO [13:18:45.923] [bbotk] e2963033-83a3-48fe-8c0f-d54e1e17f919
## INFO [13:18:45.925] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:45.939] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:45.951] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:46.278] [mlr3] Finished benchmark
## INFO [13:18:46.318] [bbotk] Result of batch 39:
## INFO [13:18:46.319] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:46.319] [bbotk] 8.485245 radial 0.6933962 0 0 0.312
## INFO [13:18:46.319] [bbotk] uhash
## INFO [13:18:46.319] [bbotk] 78711ade-6c1a-4c43-9db1-a58e1ce1857e
## INFO [13:18:46.321] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:46.338] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:46.351] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.390] [mlr3] Finished benchmark
## INFO [13:18:47.485] [bbotk] Result of batch 40:
## INFO [13:18:47.495] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:47.495] [bbotk] 22.85026 linear 0.7028302 0 0 1.005
## INFO [13:18:47.495] [bbotk] uhash
## INFO [13:18:47.495] [bbotk] a645ea00-3610-47ef-8724-e569debf6580
## INFO [13:18:47.508] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.522] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.539] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:47.909] [mlr3] Finished benchmark
## INFO [13:18:47.942] [bbotk] Result of batch 41:
## INFO [13:18:47.944] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:47.944] [bbotk] 41.96143 radial 0.6367925 0 0 0.356
## INFO [13:18:47.944] [bbotk] uhash
## INFO [13:18:47.944] [bbotk] 7278303a-5d21-4620-97c0-c9153ad45032
## INFO [13:18:47.946] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:47.959] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:47.973] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:48.307] [mlr3] Finished benchmark
## INFO [13:18:48.326] [bbotk] Result of batch 42:
## INFO [13:18:48.327] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:48.327] [bbotk] 34.25509 radial 0.6438679 0 0 0.317
## INFO [13:18:48.327] [bbotk] uhash
## INFO [13:18:48.327] [bbotk] f1c5e8c8-4cff-4451-b492-2f68ab08ff14
## INFO [13:18:48.330] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:48.338] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:48.356] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:49.721] [mlr3] Finished benchmark
## INFO [13:18:49.769] [bbotk] Result of batch 43:
## INFO [13:18:49.774] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:49.774] [bbotk] 38.23847 linear 0.7028302 0 0 1.35
## INFO [13:18:49.774] [bbotk] uhash
## INFO [13:18:49.774] [bbotk] d78e4396-a460-410f-bfd2-23723345f96a
## INFO [13:18:49.777] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:49.783] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:49.804] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:50.027] [mlr3] Finished benchmark
## INFO [13:18:50.065] [bbotk] Result of batch 44:
## INFO [13:18:50.067] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:50.067] [bbotk] 13.29798 radial 0.6650943 0 0 0.214
## INFO [13:18:50.067] [bbotk] uhash
## INFO [13:18:50.067] [bbotk] 59f3daf1-a741-4c73-a3f8-dfe852dfebba
## INFO [13:18:50.070] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:50.087] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:50.105] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:51.521] [mlr3] Finished benchmark
## INFO [13:18:51.550] [bbotk] Result of batch 45:
## INFO [13:18:51.561] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:51.561] [bbotk] 43.21332 linear 0.7028302 0 0 1.377
## INFO [13:18:51.561] [bbotk] uhash
## INFO [13:18:51.561] [bbotk] 71a192bd-9876-4487-870c-2f6ef096857f
## INFO [13:18:51.564] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:51.571] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:51.575] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:52.727] [mlr3] Finished benchmark
## INFO [13:18:52.797] [bbotk] Result of batch 46:
## INFO [13:18:52.801] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:52.801] [bbotk] 28.43516 linear 0.7028302 0 0 1.121
## INFO [13:18:52.801] [bbotk] uhash
## INFO [13:18:52.801] [bbotk] 1b0f6dfb-0e2d-41b8-8fa1-aa045fb0a5e8
## INFO [13:18:52.815] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:52.837] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:52.849] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:53.613] [mlr3] Finished benchmark
## INFO [13:18:53.667] [bbotk] Result of batch 47:
## INFO [13:18:53.669] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:53.669] [bbotk] 20.80305 linear 0.7028302 0 0 0.742
## INFO [13:18:53.669] [bbotk] uhash
## INFO [13:18:53.669] [bbotk] f8e3e960-cf55-4bd3-b25e-27424712a41d
## INFO [13:18:53.670] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:53.681] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:53.684] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:55.080] [mlr3] Finished benchmark
## INFO [13:18:55.205] [bbotk] Result of batch 48:
## INFO [13:18:55.220] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:55.220] [bbotk] 36.65879 linear 0.7028302 0 0 1.368
## INFO [13:18:55.220] [bbotk] uhash
## INFO [13:18:55.220] [bbotk] 6f7ddb62-3669-4a0a-b939-d7d15240fb9d
## INFO [13:18:55.225] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:55.239] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:55.262] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:56.495] [mlr3] Finished benchmark
## INFO [13:18:56.553] [bbotk] Result of batch 49:
## INFO [13:18:56.556] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:56.556] [bbotk] 30.05924 linear 0.7028302 0 0 1.205
## INFO [13:18:56.556] [bbotk] uhash
## INFO [13:18:56.556] [bbotk] e6ede623-d40c-4ad7-9542-a438b2d9a7a2
## INFO [13:18:56.559] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:56.565] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:56.570] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.511] [mlr3] Finished benchmark
## INFO [13:18:57.527] [bbotk] Result of batch 50:
## INFO [13:18:57.533] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:57.533] [bbotk] 23.05655 linear 0.7028302 0 0 0.9
## INFO [13:18:57.533] [bbotk] uhash
## INFO [13:18:57.533] [bbotk] 95db6f1b-fde4-4aa5-89f0-75ce40af2642
## INFO [13:18:57.542] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:57.555] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:57.558] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.780] [mlr3] Finished benchmark
## INFO [13:18:57.803] [bbotk] Result of batch 51:
## INFO [13:18:57.805] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:57.805] [bbotk] 15.13975 radial 0.6698113 0 0 0.217
## INFO [13:18:57.805] [bbotk] uhash
## INFO [13:18:57.805] [bbotk] 085ec4f9-7c67-46fb-a55e-036dad7a20d5
## INFO [13:18:57.807] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:57.811] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:57.814] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:57.966] [mlr3] Finished benchmark
## INFO [13:18:57.989] [bbotk] Result of batch 52:
## INFO [13:18:57.991] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:57.991] [bbotk] 4.432942 radial 0.7004717 0 0 0.147
## INFO [13:18:57.991] [bbotk] uhash
## INFO [13:18:57.991] [bbotk] d9dd513e-e72c-4bd7-bd2c-2c0a469391f4
## INFO [13:18:57.995] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.003] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.010] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:58.244] [mlr3] Finished benchmark
## INFO [13:18:58.286] [bbotk] Result of batch 53:
## INFO [13:18:58.287] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:58.287] [bbotk] 23.35582 radial 0.6556604 0 0 0.23
## INFO [13:18:58.287] [bbotk] uhash
## INFO [13:18:58.287] [bbotk] 5285a176-285b-422c-9b94-5191152f4781
## INFO [13:18:58.289] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:58.311] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:58.319] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:18:59.147] [mlr3] Finished benchmark
## INFO [13:18:59.185] [bbotk] Result of batch 54:
## INFO [13:18:59.189] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:18:59.189] [bbotk] 21.30442 linear 0.7028302 0 0 0.809
## INFO [13:18:59.189] [bbotk] uhash
## INFO [13:18:59.189] [bbotk] 2ec4071c-cdaf-4e92-87eb-d2b1d74f83f5
## INFO [13:18:59.195] [bbotk] Evaluating 1 configuration(s)
## INFO [13:18:59.227] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:18:59.233] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:00.998] [mlr3] Finished benchmark
## INFO [13:19:01.070] [bbotk] Result of batch 55:
## INFO [13:19:01.072] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:01.072] [bbotk] 46.37998 linear 0.7028302 0 0 1.71
## INFO [13:19:01.072] [bbotk] uhash
## INFO [13:19:01.072] [bbotk] 4e01e2b3-bdec-4302-a706-e54cfe912be7
## INFO [13:19:01.078] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:01.088] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:01.113] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:01.352] [mlr3] Finished benchmark
## INFO [13:19:01.385] [bbotk] Result of batch 56:
## INFO [13:19:01.386] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:01.386] [bbotk] 15.19666 radial 0.6650943 0 0 0.233
## INFO [13:19:01.386] [bbotk] uhash
## INFO [13:19:01.386] [bbotk] 1f538638-7efc-4f3a-9437-f60c2377b241
## INFO [13:19:01.388] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:01.395] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:01.399] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:02.836] [mlr3] Finished benchmark
## INFO [13:19:03.030] [bbotk] Result of batch 57:
## INFO [13:19:03.035] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:03.035] [bbotk] 29.26545 linear 0.7028302 0 0 1.424
## INFO [13:19:03.035] [bbotk] uhash
## INFO [13:19:03.035] [bbotk] 346064fd-a8a3-42f0-8bcb-5ee7bab6448f
## INFO [13:19:03.046] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:03.088] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:03.102] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:03.369] [mlr3] Finished benchmark
## INFO [13:19:03.456] [bbotk] Result of batch 58:
## INFO [13:19:03.467] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:03.467] [bbotk] 3.511563 radial 0.7122642 0 0 0.224
## INFO [13:19:03.467] [bbotk] uhash
## INFO [13:19:03.467] [bbotk] 6d1f9ab5-f98f-4083-937b-b2b456430ecf
## INFO [13:19:03.478] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:03.506] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:03.520] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.332] [mlr3] Finished benchmark
## INFO [13:19:04.379] [bbotk] Result of batch 59:
## INFO [13:19:04.381] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:04.381] [bbotk] 17.97176 linear 0.7028302 0 0 0.782
## INFO [13:19:04.381] [bbotk] uhash
## INFO [13:19:04.381] [bbotk] 1b7a9664-aff2-4409-942b-32db8bcc8e5b
## INFO [13:19:04.384] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.393] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.399] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:04.739] [mlr3] Finished benchmark
## INFO [13:19:04.757] [bbotk] Result of batch 60:
## INFO [13:19:04.759] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:04.759] [bbotk] 4.237467 linear 0.7028302 0 0 0.333
## INFO [13:19:04.759] [bbotk] uhash
## INFO [13:19:04.759] [bbotk] a437cbff-38f0-4532-96f3-73fe431584fe
## INFO [13:19:04.765] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:04.783] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:04.787] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:05.820] [mlr3] Finished benchmark
## INFO [13:19:05.872] [bbotk] Result of batch 61:
## INFO [13:19:05.876] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:05.876] [bbotk] 30.14349 linear 0.7028302 0 0 1.023
## INFO [13:19:05.876] [bbotk] uhash
## INFO [13:19:05.876] [bbotk] 84219590-e7ab-41db-a7c7-8d5d5731a9d8
## INFO [13:19:05.880] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:05.895] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:05.901] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.588] [mlr3] Finished benchmark
## INFO [13:19:06.609] [bbotk] Result of batch 62:
## INFO [13:19:06.610] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:06.610] [bbotk] 17.62081 linear 0.7028302 0 0 0.673
## INFO [13:19:06.610] [bbotk] uhash
## INFO [13:19:06.610] [bbotk] 27a838cd-f411-475d-b198-0dcff85d1454
## INFO [13:19:06.612] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.617] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.621] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:06.905] [mlr3] Finished benchmark
## INFO [13:19:06.929] [bbotk] Result of batch 63:
## INFO [13:19:06.931] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:06.931] [bbotk] 32.2061 radial 0.6509434 0 0 0.279
## INFO [13:19:06.931] [bbotk] uhash
## INFO [13:19:06.931] [bbotk] e4092a9f-b383-4d37-94a7-151d3700ab43
## INFO [13:19:06.935] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:06.945] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:06.953] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.217] [mlr3] Finished benchmark
## INFO [13:19:07.240] [bbotk] Result of batch 64:
## INFO [13:19:07.241] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:07.241] [bbotk] 32.58327 radial 0.6533019 0 0 0.254
## INFO [13:19:07.241] [bbotk] uhash
## INFO [13:19:07.241] [bbotk] 9e164b0f-a8f1-46f9-a924-696c0221883a
## INFO [13:19:07.243] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.251] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.255] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:07.570] [mlr3] Finished benchmark
## INFO [13:19:07.613] [bbotk] Result of batch 65:
## INFO [13:19:07.616] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:07.616] [bbotk] 35.96539 radial 0.6415094 0 0 0.311
## INFO [13:19:07.616] [bbotk] uhash
## INFO [13:19:07.616] [bbotk] 259678fd-c332-402e-8681-b29b81b486dc
## INFO [13:19:07.620] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:07.626] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:07.631] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:08.689] [mlr3] Finished benchmark
## INFO [13:19:08.781] [bbotk] Result of batch 66:
## INFO [13:19:08.785] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:08.785] [bbotk] 29.87588 linear 0.7028302 0 0 1.051
## INFO [13:19:08.785] [bbotk] uhash
## INFO [13:19:08.785] [bbotk] 34efaa33-fc43-4dd0-92a3-9cd4d2bcbd5f
## INFO [13:19:08.793] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:08.808] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:08.811] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.092] [mlr3] Finished benchmark
## INFO [13:19:09.136] [bbotk] Result of batch 67:
## INFO [13:19:09.141] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:09.141] [bbotk] 37.27689 radial 0.6415094 0 0 0.276
## INFO [13:19:09.141] [bbotk] uhash
## INFO [13:19:09.141] [bbotk] b9ef5ee1-91ce-4fc6-8631-bd1565ae4b88
## INFO [13:19:09.145] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.156] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.168] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:09.744] [mlr3] Finished benchmark
## INFO [13:19:09.810] [bbotk] Result of batch 68:
## INFO [13:19:09.813] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:09.813] [bbotk] 12.22059 linear 0.7028302 0 0 0.554
## INFO [13:19:09.813] [bbotk] uhash
## INFO [13:19:09.813] [bbotk] 65773b97-5389-4eab-b310-89f0a3cba648
## INFO [13:19:09.817] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:09.824] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:09.834] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.023] [mlr3] Finished benchmark
## INFO [13:19:10.041] [bbotk] Result of batch 69:
## INFO [13:19:10.043] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:10.043] [bbotk] 6.08488 radial 0.6957547 0 0 0.182
## INFO [13:19:10.043] [bbotk] uhash
## INFO [13:19:10.043] [bbotk] d0e1fd0d-b7b9-421d-a22b-cca81e943e02
## INFO [13:19:10.044] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.049] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.052] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.251] [mlr3] Finished benchmark
## INFO [13:19:10.275] [bbotk] Result of batch 70:
## INFO [13:19:10.277] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:10.277] [bbotk] 8.402454 radial 0.6863208 0 0 0.194
## INFO [13:19:10.277] [bbotk] uhash
## INFO [13:19:10.277] [bbotk] 749a88b2-ce9a-421d-a00e-45b1ee76e15e
## INFO [13:19:10.278] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.282] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.285] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:10.571] [mlr3] Finished benchmark
## INFO [13:19:10.588] [bbotk] Result of batch 71:
## INFO [13:19:10.589] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:10.589] [bbotk] 24.19036 radial 0.6533019 0 0 0.28
## INFO [13:19:10.589] [bbotk] uhash
## INFO [13:19:10.589] [bbotk] e96b2f99-22a3-4851-925b-4d64689a36c9
## INFO [13:19:10.591] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:10.596] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:10.604] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:11.685] [mlr3] Finished benchmark
## INFO [13:19:11.753] [bbotk] Result of batch 72:
## INFO [13:19:11.758] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:11.758] [bbotk] 34.63703 linear 0.7028302 0 0 1.074
## INFO [13:19:11.758] [bbotk] uhash
## INFO [13:19:11.758] [bbotk] c135151d-eb5e-4302-b09e-394d20071298
## INFO [13:19:11.765] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:11.793] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:11.799] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.178] [mlr3] Finished benchmark
## INFO [13:19:13.223] [bbotk] Result of batch 73:
## INFO [13:19:13.225] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:13.225] [bbotk] 41.00498 linear 0.7028302 0 0 1.359
## INFO [13:19:13.225] [bbotk] uhash
## INFO [13:19:13.225] [bbotk] 68a8f5a5-6340-4694-a32e-a667805260a0
## INFO [13:19:13.235] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.251] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.256] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:13.560] [mlr3] Finished benchmark
## INFO [13:19:13.577] [bbotk] Result of batch 74:
## INFO [13:19:13.578] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:13.578] [bbotk] 46.21393 radial 0.6391509 0 0 0.297
## INFO [13:19:13.578] [bbotk] uhash
## INFO [13:19:13.578] [bbotk] 4df3b2d7-8161-4d52-aebf-fc500c451e7f
## INFO [13:19:13.706] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:13.722] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:13.728] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:14.803] [mlr3] Finished benchmark
## INFO [13:19:14.827] [bbotk] Result of batch 75:
## INFO [13:19:14.831] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:14.831] [bbotk] 30.61349 linear 0.7028302 0 0 1.053
## INFO [13:19:14.831] [bbotk] uhash
## INFO [13:19:14.831] [bbotk] 75c77824-b3ba-4d9e-9ec5-b15e9c568fa5
## INFO [13:19:14.836] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:14.843] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:14.849] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.415] [mlr3] Finished benchmark
## INFO [13:19:16.445] [bbotk] Result of batch 76:
## INFO [13:19:16.448] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:16.448] [bbotk] 45.46624 linear 0.7028302 0 0 1.546
## INFO [13:19:16.448] [bbotk] uhash
## INFO [13:19:16.448] [bbotk] 6026ad0a-b134-448b-8998-da6067b4567e
## INFO [13:19:16.463] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.475] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.480] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:16.735] [mlr3] Finished benchmark
## INFO [13:19:16.766] [bbotk] Result of batch 77:
## INFO [13:19:16.768] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:16.768] [bbotk] 15.50423 radial 0.6627358 0 0 0.25
## INFO [13:19:16.768] [bbotk] uhash
## INFO [13:19:16.768] [bbotk] 0e005939-a1e6-4572-8530-da0fa4d71aa0
## INFO [13:19:16.770] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:16.775] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:16.778] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.097] [mlr3] Finished benchmark
## INFO [13:19:17.119] [bbotk] Result of batch 78:
## INFO [13:19:17.123] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:17.123] [bbotk] 42.52894 radial 0.634434 0 0 0.312
## INFO [13:19:17.123] [bbotk] uhash
## INFO [13:19:17.123] [bbotk] 7d994068-d2b8-41f2-a11a-048e864cf17b
## INFO [13:19:17.128] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.144] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.154] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.387] [mlr3] Finished benchmark
## INFO [13:19:17.421] [bbotk] Result of batch 79:
## INFO [13:19:17.426] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:17.426] [bbotk] 18.86669 radial 0.6580189 0 0 0.228
## INFO [13:19:17.426] [bbotk] uhash
## INFO [13:19:17.426] [bbotk] 2e314be3-c23c-431a-ae55-65379d79ae3f
## INFO [13:19:17.429] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.435] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.438] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.226] [mlr3] Finished benchmark
## INFO [13:19:18.305] [bbotk] Result of batch 80:
## INFO [13:19:18.307] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:18.307] [bbotk] 21.73895 linear 0.7028302 0 0 0.776
## INFO [13:19:18.307] [bbotk] uhash
## INFO [13:19:18.307] [bbotk] 0369adae-b5fe-469f-875f-4ea9a2c48a96
## INFO [13:19:18.310] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.315] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.318] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.655] [mlr3] Finished benchmark
## INFO [13:19:19.691] [bbotk] Result of batch 81:
## INFO [13:19:19.704] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:19.704] [bbotk] 41.54718 linear 0.7028302 0 0 1.32
## INFO [13:19:19.704] [bbotk] uhash
## INFO [13:19:19.704] [bbotk] 5aa4642b-d218-495a-9965-5590c6b8480f
## INFO [13:19:19.711] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.723] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.728] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.577] [mlr3] Finished benchmark
## INFO [13:19:20.603] [bbotk] Result of batch 82:
## INFO [13:19:20.608] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:20.608] [bbotk] 23.77758 linear 0.7028302 0 0 0.843
## INFO [13:19:20.608] [bbotk] uhash
## INFO [13:19:20.608] [bbotk] cdfd70f3-f050-4fb4-9d14-693fc32ae26b
## INFO [13:19:20.610] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.616] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.619] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.816] [mlr3] Finished benchmark
## INFO [13:19:20.831] [bbotk] Result of batch 83:
## INFO [13:19:20.833] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:20.833] [bbotk] 1.044719 radial 0.7264151 0 0 0.188
## INFO [13:19:20.833] [bbotk] uhash
## INFO [13:19:20.833] [bbotk] e60c3998-d70e-4f0a-9dea-4a7efc885473
## INFO [13:19:20.835] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.840] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.843] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.128] [mlr3] Finished benchmark
## INFO [13:19:21.154] [bbotk] Result of batch 84:
## INFO [13:19:21.155] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:21.155] [bbotk] 38.75743 radial 0.6367925 0 0 0.282
## INFO [13:19:21.155] [bbotk] uhash
## INFO [13:19:21.155] [bbotk] 6d7c11f8-7c3c-49a5-8212-906fb4fd5a70
## INFO [13:19:21.158] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.163] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.167] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.520] [mlr3] Finished benchmark
## INFO [13:19:21.564] [bbotk] Result of batch 85:
## INFO [13:19:21.567] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:21.567] [bbotk] 45.30393 radial 0.6367925 0 0 0.344
## INFO [13:19:21.567] [bbotk] uhash
## INFO [13:19:21.567] [bbotk] ed4d9abf-6002-413d-b460-f6054835e646
## INFO [13:19:21.571] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.593] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.598] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.812] [mlr3] Finished benchmark
## INFO [13:19:22.844] [bbotk] Result of batch 86:
## INFO [13:19:22.846] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:22.846] [bbotk] 32.28179 linear 0.7028302 0 0 1.17
## INFO [13:19:22.846] [bbotk] uhash
## INFO [13:19:22.846] [bbotk] ff09443b-e379-4694-a592-fcb196d1363f
## INFO [13:19:22.848] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.862] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.867] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.047] [mlr3] Finished benchmark
## INFO [13:19:23.077] [bbotk] Result of batch 87:
## INFO [13:19:23.079] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:23.079] [bbotk] 1.199477 linear 0.7028302 0 0 0.172
## INFO [13:19:23.079] [bbotk] uhash
## INFO [13:19:23.079] [bbotk] f4d73652-5be8-4309-b6fb-a47813a846a5
## INFO [13:19:23.081] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.089] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.099] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.418] [mlr3] Finished benchmark
## INFO [13:19:23.442] [bbotk] Result of batch 88:
## INFO [13:19:23.444] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:23.444] [bbotk] 27.25027 radial 0.6533019 0 0 0.309
## INFO [13:19:23.444] [bbotk] uhash
## INFO [13:19:23.444] [bbotk] 7e9178a2-ef02-4c84-8a90-40d52ac00c20
## INFO [13:19:23.445] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.450] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.453] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.734] [mlr3] Finished benchmark
## INFO [13:19:23.752] [bbotk] Result of batch 89:
## INFO [13:19:23.755] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:23.755] [bbotk] 42.78217 radial 0.6367925 0 0 0.276
## INFO [13:19:23.755] [bbotk] uhash
## INFO [13:19:23.755] [bbotk] 45dbf03c-f5ed-4cd0-8c61-96ab27f79ab9
## INFO [13:19:23.759] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.764] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.767] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:24.038] [mlr3] Finished benchmark
## INFO [13:19:24.056] [bbotk] Result of batch 90:
## INFO [13:19:24.057] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:24.057] [bbotk] 34.56845 radial 0.6391509 0 0 0.266
## INFO [13:19:24.057] [bbotk] uhash
## INFO [13:19:24.057] [bbotk] 846059b5-a649-414f-a33a-2cefccfad7e9
## INFO [13:19:24.059] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:24.065] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:24.069] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.152] [mlr3] Finished benchmark
## INFO [13:19:25.170] [bbotk] Result of batch 91:
## INFO [13:19:25.171] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:25.171] [bbotk] 36.30435 linear 0.7028302 0 0 1.072
## INFO [13:19:25.171] [bbotk] uhash
## INFO [13:19:25.171] [bbotk] 2ae493ec-dfff-457d-8591-939eb4d69265
## INFO [13:19:25.173] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.181] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.184] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.493] [mlr3] Finished benchmark
## INFO [13:19:25.523] [bbotk] Result of batch 92:
## INFO [13:19:25.526] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:25.526] [bbotk] 46.93224 radial 0.634434 0 0 0.303
## INFO [13:19:25.526] [bbotk] uhash
## INFO [13:19:25.526] [bbotk] 87a267ae-6158-47fc-951e-e3d7a48350a7
## INFO [13:19:25.529] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.534] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.537] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.746] [mlr3] Finished benchmark
## INFO [13:19:25.763] [bbotk] Result of batch 93:
## INFO [13:19:25.765] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:25.765] [bbotk] 17.69002 radial 0.6580189 0 0 0.203
## INFO [13:19:25.765] [bbotk] uhash
## INFO [13:19:25.765] [bbotk] 524c8d7e-3a8c-49ed-990a-4ed5ba6e4143
## INFO [13:19:25.767] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.772] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.776] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:27.029] [mlr3] Finished benchmark
## INFO [13:19:27.055] [bbotk] Result of batch 94:
## INFO [13:19:27.057] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:27.057] [bbotk] 40.76057 linear 0.7028302 0 0 1.239
## INFO [13:19:27.057] [bbotk] uhash
## INFO [13:19:27.057] [bbotk] 5232258c-3ad5-4cb3-afd8-eceeece07ebc
## INFO [13:19:27.066] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:27.075] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:27.079] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:28.022] [mlr3] Finished benchmark
## INFO [13:19:28.043] [bbotk] Result of batch 95:
## INFO [13:19:28.044] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:28.044] [bbotk] 32.75065 linear 0.7028302 0 0 0.937
## INFO [13:19:28.044] [bbotk] uhash
## INFO [13:19:28.044] [bbotk] 0bd76da1-67c9-4e97-a1c0-61ae140f2ddf
## INFO [13:19:28.046] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:28.051] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:28.055] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:28.179] [mlr3] Finished benchmark
## INFO [13:19:28.194] [bbotk] Result of batch 96:
## INFO [13:19:28.196] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:28.196] [bbotk] 1.293876 radial 0.7264151 0 0 0.12
## INFO [13:19:28.196] [bbotk] uhash
## INFO [13:19:28.196] [bbotk] bc821f4d-8c66-44fb-8e4a-147b50be943d
## INFO [13:19:28.197] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:28.202] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:28.205] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:28.437] [mlr3] Finished benchmark
## INFO [13:19:28.455] [bbotk] Result of batch 97:
## INFO [13:19:28.457] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:28.457] [bbotk] 39.91542 radial 0.6462264 0 0 0.228
## INFO [13:19:28.457] [bbotk] uhash
## INFO [13:19:28.457] [bbotk] 89c209e4-15e0-4fa9-818c-2456732cbbd8
## INFO [13:19:28.459] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:28.464] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:28.467] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:28.679] [mlr3] Finished benchmark
## INFO [13:19:28.696] [bbotk] Result of batch 98:
## INFO [13:19:28.697] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:28.697] [bbotk] 33.42316 radial 0.6509434 0 0 0.207
## INFO [13:19:28.697] [bbotk] uhash
## INFO [13:19:28.697] [bbotk] f4c5ee65-dc91-4faf-b2c5-62b9a4a63e75
## INFO [13:19:28.699] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:28.705] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:28.708] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:29.705] [mlr3] Finished benchmark
## INFO [13:19:29.722] [bbotk] Result of batch 99:
## INFO [13:19:29.723] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:29.723] [bbotk] 41.37061 linear 0.7028302 0 0 0.992
## INFO [13:19:29.723] [bbotk] uhash
## INFO [13:19:29.723] [bbotk] 19b8b729-3d7a-4ec3-be36-9ad57cca0204
## INFO [13:19:29.725] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:29.731] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:29.734] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:29.847] [mlr3] Finished benchmark
## INFO [13:19:29.861] [bbotk] Result of batch 100:
## INFO [13:19:29.863] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:29.863] [bbotk] 2.340644 radial 0.7334906 0 0 0.108
## INFO [13:19:29.863] [bbotk] uhash
## INFO [13:19:29.863] [bbotk] d60e0f23-5113-4331-bef0-0f868d3565ff
## INFO [13:19:29.865] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:29.869] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:29.872] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:30.830] [mlr3] Finished benchmark
## INFO [13:19:30.845] [bbotk] Result of batch 101:
## INFO [13:19:30.846] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:30.846] [bbotk] 38.38258 linear 0.7051887 0 0 0.954
## INFO [13:19:30.846] [bbotk] uhash
## INFO [13:19:30.846] [bbotk] 21aeddca-7add-4fb1-b325-3caad6ff659f
## INFO [13:19:30.848] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:30.852] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:30.855] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:31.050] [mlr3] Finished benchmark
## INFO [13:19:31.066] [bbotk] Result of batch 102:
## INFO [13:19:31.067] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:31.067] [bbotk] 26.51364 radial 0.6533019 0 0 0.191
## INFO [13:19:31.067] [bbotk] uhash
## INFO [13:19:31.067] [bbotk] 1f36da44-4e7c-41e3-90a0-5908ec848081
## INFO [13:19:31.069] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:31.074] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:31.077] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:31.384] [mlr3] Finished benchmark
## INFO [13:19:31.403] [bbotk] Result of batch 103:
## INFO [13:19:31.405] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:31.405] [bbotk] 8.07265 linear 0.7028302 0 0 0.303
## INFO [13:19:31.405] [bbotk] uhash
## INFO [13:19:31.405] [bbotk] 5511cc6b-6c32-422e-9b5b-be522b814206
## INFO [13:19:31.407] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:31.411] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:31.414] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:31.528] [mlr3] Finished benchmark
## INFO [13:19:31.542] [bbotk] Result of batch 104:
## INFO [13:19:31.544] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:31.544] [bbotk] 1.808421 radial 0.7287736 0 0 0.109
## INFO [13:19:31.544] [bbotk] uhash
## INFO [13:19:31.544] [bbotk] 10d5aafd-fe98-4944-92d1-ef49808c96f5
## INFO [13:19:31.546] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:31.550] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:31.553] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:31.694] [mlr3] Finished benchmark
## INFO [13:19:31.710] [bbotk] Result of batch 105:
## INFO [13:19:31.711] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:31.711] [bbotk] 9.198586 radial 0.6792453 0 0 0.137
## INFO [13:19:31.711] [bbotk] uhash
## INFO [13:19:31.711] [bbotk] 4faf0d82-1df1-4ca4-8c5a-0bf5f6b84882
## INFO [13:19:31.713] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:31.722] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:31.725] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:31.959] [mlr3] Finished benchmark
## INFO [13:19:31.974] [bbotk] Result of batch 106:
## INFO [13:19:31.975] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:31.975] [bbotk] 41.49012 radial 0.6391509 0 0 0.23
## INFO [13:19:31.975] [bbotk] uhash
## INFO [13:19:31.975] [bbotk] f12ce912-1308-4a8d-a0d6-e2888d0a9a44
## INFO [13:19:31.977] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:31.982] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:31.985] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.201] [mlr3] Finished benchmark
## INFO [13:19:32.217] [bbotk] Result of batch 107:
## INFO [13:19:32.218] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.218] [bbotk] 35.76163 radial 0.6556604 0 0 0.212
## INFO [13:19:32.218] [bbotk] uhash
## INFO [13:19:32.218] [bbotk] 9c944bc9-9f8d-44d4-87df-394197c47f0d
## INFO [13:19:32.220] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.225] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.229] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.407] [mlr3] Finished benchmark
## INFO [13:19:32.423] [bbotk] Result of batch 108:
## INFO [13:19:32.424] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.424] [bbotk] 18.66815 radial 0.6603774 0 0 0.174
## INFO [13:19:32.424] [bbotk] uhash
## INFO [13:19:32.424] [bbotk] 0b1f4ba7-2b0f-4866-9907-f1d0711f0699
## INFO [13:19:32.426] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.431] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.434] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.554] [mlr3] Finished benchmark
## INFO [13:19:32.569] [bbotk] Result of batch 109:
## INFO [13:19:32.571] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.571] [bbotk] 3.692197 radial 0.7075472 0 0 0.116
## INFO [13:19:32.571] [bbotk] uhash
## INFO [13:19:32.571] [bbotk] f44af3df-f6cd-455f-a1ea-b50108cb3d38
## INFO [13:19:32.573] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.578] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.581] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.724] [mlr3] Finished benchmark
## INFO [13:19:32.741] [bbotk] Result of batch 110:
## INFO [13:19:32.742] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.742] [bbotk] 8.959336 radial 0.6839623 0 0 0.138
## INFO [13:19:32.742] [bbotk] uhash
## INFO [13:19:32.742] [bbotk] f7319fb8-817b-45a1-82a6-9e2d3938f2d1
## INFO [13:19:32.744] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.748] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.751] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:33.790] [mlr3] Finished benchmark
## INFO [13:19:33.813] [bbotk] Result of batch 111:
## INFO [13:19:33.814] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:33.814] [bbotk] 39.17322 linear 0.7051887 0 0 1.033
## INFO [13:19:33.814] [bbotk] uhash
## INFO [13:19:33.814] [bbotk] 37b09cd8-ffb5-4dfc-bd18-73533f063a04
## INFO [13:19:33.817] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:33.822] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:33.826] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:34.025] [mlr3] Finished benchmark
## INFO [13:19:34.041] [bbotk] Result of batch 112:
## INFO [13:19:34.042] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:34.042] [bbotk] 26.67671 radial 0.6509434 0 0 0.194
## INFO [13:19:34.042] [bbotk] uhash
## INFO [13:19:34.042] [bbotk] a9101ed3-d711-4dfb-990b-754fbc8ec1d6
## INFO [13:19:34.044] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:34.049] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:34.052] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:34.196] [mlr3] Finished benchmark
## INFO [13:19:34.211] [bbotk] Result of batch 113:
## INFO [13:19:34.212] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:34.212] [bbotk] 10.82653 radial 0.6792453 0 0 0.139
## INFO [13:19:34.212] [bbotk] uhash
## INFO [13:19:34.212] [bbotk] ca31229d-6507-4dae-92e1-84b66876213d
## INFO [13:19:34.214] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:34.218] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:34.222] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:34.424] [mlr3] Finished benchmark
## INFO [13:19:34.440] [bbotk] Result of batch 114:
## INFO [13:19:34.441] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:34.441] [bbotk] 30.12089 radial 0.6603774 0 0 0.198
## INFO [13:19:34.441] [bbotk] uhash
## INFO [13:19:34.441] [bbotk] 6b3a25e3-5314-4548-bbc2-539ca5a3103c
## INFO [13:19:34.443] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:34.448] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:34.451] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:35.183] [mlr3] Finished benchmark
## INFO [13:19:35.205] [bbotk] Result of batch 115:
## INFO [13:19:35.207] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:35.207] [bbotk] 25.26577 linear 0.7028302 0 0 0.728
## INFO [13:19:35.207] [bbotk] uhash
## INFO [13:19:35.207] [bbotk] 55a00175-0913-4ad2-9478-440868a9b682
## INFO [13:19:35.209] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:35.214] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:35.224] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:35.460] [mlr3] Finished benchmark
## INFO [13:19:35.475] [bbotk] Result of batch 116:
## INFO [13:19:35.477] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:35.477] [bbotk] 40.13373 radial 0.6367925 0 0 0.231
## INFO [13:19:35.477] [bbotk] uhash
## INFO [13:19:35.477] [bbotk] 11677de4-8932-4f7a-8e67-46674200576e
## INFO [13:19:35.479] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:35.483] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:35.487] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:35.671] [mlr3] Finished benchmark
## INFO [13:19:35.686] [bbotk] Result of batch 117:
## INFO [13:19:35.687] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:35.687] [bbotk] 20.22953 radial 0.6415094 0 0 0.181
## INFO [13:19:35.687] [bbotk] uhash
## INFO [13:19:35.687] [bbotk] fdefa7d6-aac6-4fd5-8444-1f3a6d35c78a
## INFO [13:19:35.689] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:35.694] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:35.697] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:36.344] [mlr3] Finished benchmark
## INFO [13:19:36.359] [bbotk] Result of batch 118:
## INFO [13:19:36.361] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:36.361] [bbotk] 23.13852 linear 0.7051887 0 0 0.64
## INFO [13:19:36.361] [bbotk] uhash
## INFO [13:19:36.361] [bbotk] db5c54f6-7dfd-453e-aeb3-6601b407b08b
## INFO [13:19:36.363] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:36.368] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:36.371] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:36.535] [mlr3] Finished benchmark
## INFO [13:19:36.550] [bbotk] Result of batch 119:
## INFO [13:19:36.551] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:36.551] [bbotk] 2.300236 linear 0.7028302 0 0 0.159
## INFO [13:19:36.551] [bbotk] uhash
## INFO [13:19:36.551] [bbotk] c1ce0a3b-3527-4aea-b469-d02f706193c8
## INFO [13:19:36.553] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:36.558] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:36.561] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:36.681] [mlr3] Finished benchmark
## INFO [13:19:36.696] [bbotk] Result of batch 120:
## INFO [13:19:36.697] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:36.697] [bbotk] 2.878066 radial 0.7287736 0 0 0.117
## INFO [13:19:36.697] [bbotk] uhash
## INFO [13:19:36.697] [bbotk] 0313ff04-b101-47ea-97a5-c0319171d64b
## INFO [13:19:36.699] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:36.704] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:36.707] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:36.917] [mlr3] Finished benchmark
## INFO [13:19:36.932] [bbotk] Result of batch 121:
## INFO [13:19:36.937] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:36.937] [bbotk] 4.372709 linear 0.7028302 0 0 0.206
## INFO [13:19:36.937] [bbotk] uhash
## INFO [13:19:36.937] [bbotk] dcfb7a20-ea4b-4170-a189-170ac214a498
## INFO [13:19:36.939] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:36.945] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:36.948] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:37.906] [mlr3] Finished benchmark
## INFO [13:19:37.922] [bbotk] Result of batch 122:
## INFO [13:19:37.923] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:37.923] [bbotk] 37.76352 linear 0.7028302 0 0 0.953
## INFO [13:19:37.923] [bbotk] uhash
## INFO [13:19:37.923] [bbotk] 145840de-7ebe-49e1-81ea-fc38872bfafd
## INFO [13:19:37.925] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:37.929] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:37.933] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:38.144] [mlr3] Finished benchmark
## INFO [13:19:38.346] [bbotk] Result of batch 123:
## INFO [13:19:38.348] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:38.348] [bbotk] 30.75797 radial 0.6533019 0 0 0.207
## INFO [13:19:38.348] [bbotk] uhash
## INFO [13:19:38.348] [bbotk] 23485da4-346f-45e1-ad7d-d1471a5eacc6
## INFO [13:19:38.350] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:38.356] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:38.360] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:39.525] [mlr3] Finished benchmark
## INFO [13:19:39.565] [bbotk] Result of batch 124:
## INFO [13:19:39.567] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:39.567] [bbotk] 45.69314 linear 0.7028302 0 0 1.158
## INFO [13:19:39.567] [bbotk] uhash
## INFO [13:19:39.567] [bbotk] 030879e1-0aa1-491e-a721-72b1cb43232f
## INFO [13:19:39.570] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:39.576] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:39.580] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:39.758] [mlr3] Finished benchmark
## INFO [13:19:39.775] [bbotk] Result of batch 125:
## INFO [13:19:39.777] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:39.777] [bbotk] 20.17801 radial 0.6533019 0 0 0.173
## INFO [13:19:39.777] [bbotk] uhash
## INFO [13:19:39.777] [bbotk] 3a22f213-0e4f-4736-92d5-4a4bf1142a6f
## INFO [13:19:39.779] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:39.785] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:39.788] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:40.453] [mlr3] Finished benchmark
## INFO [13:19:40.471] [bbotk] Result of batch 126:
## INFO [13:19:40.472] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:40.472] [bbotk] 23.23071 linear 0.7028302 0 0 0.661
## INFO [13:19:40.472] [bbotk] uhash
## INFO [13:19:40.472] [bbotk] b39c8677-a228-497d-ad8c-28fbf9bb8e9b
## INFO [13:19:40.474] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:40.480] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:40.483] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:40.735] [mlr3] Finished benchmark
## INFO [13:19:40.751] [bbotk] Result of batch 127:
## INFO [13:19:40.753] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:40.753] [bbotk] 47.28039 radial 0.6391509 0 0 0.247
## INFO [13:19:40.753] [bbotk] uhash
## INFO [13:19:40.753] [bbotk] 1f15566c-c24d-45ff-9270-435cecc3ad50
## INFO [13:19:40.755] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:40.760] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:40.764] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:40.964] [mlr3] Finished benchmark
## INFO [13:19:40.981] [bbotk] Result of batch 128:
## INFO [13:19:40.982] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:40.982] [bbotk] 24.76945 radial 0.6533019 0 0 0.197
## INFO [13:19:40.982] [bbotk] uhash
## INFO [13:19:40.982] [bbotk] 829774ad-89d1-4b86-a872-b9c88b87dc68
## INFO [13:19:40.984] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:40.990] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:40.993] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:41.419] [mlr3] Finished benchmark
## INFO [13:19:41.435] [bbotk] Result of batch 129:
## INFO [13:19:41.436] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:41.436] [bbotk] 12.18166 linear 0.7028302 0 0 0.422
## INFO [13:19:41.436] [bbotk] uhash
## INFO [13:19:41.436] [bbotk] 2732b791-1f2a-40f3-b4de-b6f8ac96d2eb
## INFO [13:19:41.438] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:41.443] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:41.446] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:41.669] [mlr3] Finished benchmark
## INFO [13:19:41.684] [bbotk] Result of batch 130:
## INFO [13:19:41.685] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:41.685] [bbotk] 38.95726 radial 0.6367925 0 0 0.218
## INFO [13:19:41.685] [bbotk] uhash
## INFO [13:19:41.685] [bbotk] e00bb026-d500-49d4-bb26-ab4455c399c8
## INFO [13:19:41.687] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:41.692] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:41.695] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:41.816] [mlr3] Finished benchmark
## INFO [13:19:41.834] [bbotk] Result of batch 131:
## INFO [13:19:41.835] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:41.835] [bbotk] 4.570549 radial 0.7004717 0 0 0.117
## INFO [13:19:41.835] [bbotk] uhash
## INFO [13:19:41.835] [bbotk] 55042f1d-8d75-4cc6-8bfe-0a5338588fe8
## INFO [13:19:41.837] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:41.842] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:41.844] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:42.027] [mlr3] Finished benchmark
## INFO [13:19:42.043] [bbotk] Result of batch 132:
## INFO [13:19:42.044] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:42.044] [bbotk] 16.39434 radial 0.6627358 0 0 0.177
## INFO [13:19:42.044] [bbotk] uhash
## INFO [13:19:42.044] [bbotk] c8fcbc07-31df-4479-be61-e8bf0ee8c14f
## INFO [13:19:42.046] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:42.050] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:42.054] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:42.236] [mlr3] Finished benchmark
## INFO [13:19:42.251] [bbotk] Result of batch 133:
## INFO [13:19:42.252] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:42.252] [bbotk] 20.83655 radial 0.6580189 0 0 0.179
## INFO [13:19:42.252] [bbotk] uhash
## INFO [13:19:42.252] [bbotk] 2ee88c9f-d973-498f-815e-fa42157b078f
## INFO [13:19:42.254] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:42.258] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:42.261] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:42.453] [mlr3] Finished benchmark
## INFO [13:19:42.473] [bbotk] Result of batch 134:
## INFO [13:19:42.475] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:42.475] [bbotk] 24.61031 radial 0.6603774 0 0 0.188
## INFO [13:19:42.475] [bbotk] uhash
## INFO [13:19:42.475] [bbotk] 0f3fd013-c341-4abb-af5f-7e80d367e0d4
## INFO [13:19:42.477] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:42.482] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:42.486] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.364] [mlr3] Finished benchmark
## INFO [13:19:43.385] [bbotk] Result of batch 135:
## INFO [13:19:43.387] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.387] [bbotk] 35.18144 linear 0.7051887 0 0 0.872
## INFO [13:19:43.387] [bbotk] uhash
## INFO [13:19:43.387] [bbotk] e1930cc4-5bcf-4d9e-b159-08dd748829ae
## INFO [13:19:43.388] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.393] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.396] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.609] [mlr3] Finished benchmark
## INFO [13:19:43.624] [bbotk] Result of batch 136:
## INFO [13:19:43.626] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.626] [bbotk] 32.20779 radial 0.6462264 0 0 0.208
## INFO [13:19:43.626] [bbotk] uhash
## INFO [13:19:43.626] [bbotk] 8be217e2-8604-4275-a3c9-8885802385fe
## INFO [13:19:43.628] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.633] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.636] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.940] [mlr3] Finished benchmark
## INFO [13:19:43.956] [bbotk] Result of batch 137:
## INFO [13:19:43.958] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.958] [bbotk] 7.248913 linear 0.7051887 0 0 0.3
## INFO [13:19:43.958] [bbotk] uhash
## INFO [13:19:43.958] [bbotk] 52343c3f-42b1-4775-a488-d06183a5c15a
## INFO [13:19:43.960] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.965] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.969] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:45.181] [mlr3] Finished benchmark
## INFO [13:19:45.224] [bbotk] Result of batch 138:
## INFO [13:19:45.226] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:45.226] [bbotk] 49.531 linear 0.7028302 0 0 1.203
## INFO [13:19:45.226] [bbotk] uhash
## INFO [13:19:45.226] [bbotk] 2c561ff2-9878-4565-b233-66ca00dc2489
## INFO [13:19:45.229] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:45.249] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:45.262] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:45.607] [mlr3] Finished benchmark
## INFO [13:19:45.639] [bbotk] Result of batch 139:
## INFO [13:19:45.641] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:45.641] [bbotk] 9.096372 linear 0.7028302 0 0 0.326
## INFO [13:19:45.641] [bbotk] uhash
## INFO [13:19:45.641] [bbotk] 199a4323-41fa-4c41-b5e3-aee6e0436c8a
## INFO [13:19:45.643] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:45.649] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:45.652] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:46.461] [mlr3] Finished benchmark
## INFO [13:19:46.478] [bbotk] Result of batch 140:
## INFO [13:19:46.480] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:46.480] [bbotk] 29.12491 linear 0.7028302 0 0 0.804
## INFO [13:19:46.480] [bbotk] uhash
## INFO [13:19:46.480] [bbotk] f0b1ed68-6001-4975-942d-2210fb167a68
## INFO [13:19:46.482] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:46.488] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:46.492] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:46.661] [mlr3] Finished benchmark
## INFO [13:19:46.678] [bbotk] Result of batch 141:
## INFO [13:19:46.679] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:46.679] [bbotk] 16.63793 radial 0.6627358 0 0 0.165
## INFO [13:19:46.679] [bbotk] uhash
## INFO [13:19:46.679] [bbotk] bc4850cd-9f66-4116-b2c2-a5722fabca78
## INFO [13:19:46.682] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:46.687] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:46.690] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:46.993] [mlr3] Finished benchmark
## INFO [13:19:47.010] [bbotk] Result of batch 142:
## INFO [13:19:47.012] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:47.012] [bbotk] 7.44796 linear 0.7028302 0 0 0.298
## INFO [13:19:47.012] [bbotk] uhash
## INFO [13:19:47.012] [bbotk] 9c244541-b229-476a-9cf7-4dbed4c877fd
## INFO [13:19:47.014] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:47.019] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:47.023] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:47.315] [mlr3] Finished benchmark
## INFO [13:19:47.330] [bbotk] Result of batch 143:
## INFO [13:19:47.332] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:47.332] [bbotk] 7.67114 linear 0.7051887 0 0 0.286
## INFO [13:19:47.332] [bbotk] uhash
## INFO [13:19:47.332] [bbotk] 81c5e6bd-27ea-4e77-b85e-11f25a4bb38e
## INFO [13:19:47.334] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:47.339] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:47.342] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:47.557] [mlr3] Finished benchmark
## INFO [13:19:47.572] [bbotk] Result of batch 144:
## INFO [13:19:47.573] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:47.573] [bbotk] 35.922 radial 0.6462264 0 0 0.211
## INFO [13:19:47.573] [bbotk] uhash
## INFO [13:19:47.573] [bbotk] e990c021-aa32-43e7-a492-99c45a033213
## INFO [13:19:47.575] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:47.580] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:47.583] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:48.371] [mlr3] Finished benchmark
## INFO [13:19:48.389] [bbotk] Result of batch 145:
## INFO [13:19:48.391] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:48.391] [bbotk] 28.88189 linear 0.7028302 0 0 0.782
## INFO [13:19:48.391] [bbotk] uhash
## INFO [13:19:48.391] [bbotk] 4f71756f-524c-4028-b595-55862f2a1805
## INFO [13:19:48.392] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:48.397] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:48.401] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:48.646] [mlr3] Finished benchmark
## INFO [13:19:48.662] [bbotk] Result of batch 146:
## INFO [13:19:48.663] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:48.663] [bbotk] 49.30132 radial 0.6462264 0 0 0.241
## INFO [13:19:48.663] [bbotk] uhash
## INFO [13:19:48.663] [bbotk] 51745716-0f08-4e7c-aa53-173331e61950
## INFO [13:19:48.665] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:48.671] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:48.675] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:48.895] [mlr3] Finished benchmark
## INFO [13:19:48.912] [bbotk] Result of batch 147:
## INFO [13:19:48.914] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:48.914] [bbotk] 35.60833 radial 0.6556604 0 0 0.217
## INFO [13:19:48.914] [bbotk] uhash
## INFO [13:19:48.914] [bbotk] 0114d4db-1d13-41d8-bad9-a73c3ce00d4f
## INFO [13:19:48.916] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:48.921] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:48.924] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:50.103] [mlr3] Finished benchmark
## INFO [13:19:50.119] [bbotk] Result of batch 148:
## INFO [13:19:50.120] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:50.120] [bbotk] 46.35981 linear 0.7028302 0 0 1.174
## INFO [13:19:50.120] [bbotk] uhash
## INFO [13:19:50.120] [bbotk] 3493601b-b40c-4421-af72-da53749f445f
## INFO [13:19:50.122] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:50.127] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:50.130] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:50.467] [mlr3] Finished benchmark
## INFO [13:19:50.483] [bbotk] Result of batch 149:
## INFO [13:19:50.485] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:50.485] [bbotk] 7.940964 linear 0.7028302 0 0 0.332
## INFO [13:19:50.485] [bbotk] uhash
## INFO [13:19:50.485] [bbotk] f5d1285f-fc0a-44c4-b58b-69219be5bdd7
## INFO [13:19:50.487] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:50.492] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:50.495] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:50.716] [mlr3] Finished benchmark
## INFO [13:19:50.736] [bbotk] Result of batch 150:
## INFO [13:19:50.737] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:50.737] [bbotk] 38.34984 radial 0.6391509 0 0 0.216
## INFO [13:19:50.737] [bbotk] uhash
## INFO [13:19:50.737] [bbotk] 319f5146-12b3-4b53-9fb2-8584ee21935f
## INFO [13:19:50.739] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:50.744] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:50.747] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:50.867] [mlr3] Finished benchmark
## INFO [13:19:50.883] [bbotk] Result of batch 151:
## INFO [13:19:50.884] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:50.884] [bbotk] 2.947925 radial 0.7240566 0 0 0.116
## INFO [13:19:50.884] [bbotk] uhash
## INFO [13:19:50.884] [bbotk] 0697abc8-755f-4c4c-bf50-ce9c03cba343
## INFO [13:19:50.886] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:50.891] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:50.894] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:51.201] [mlr3] Finished benchmark
## INFO [13:19:51.216] [bbotk] Result of batch 152:
## INFO [13:19:51.218] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:51.218] [bbotk] 8.230114 linear 0.7028302 0 0 0.303
## INFO [13:19:51.218] [bbotk] uhash
## INFO [13:19:51.218] [bbotk] 487cc113-0767-4baa-bdbd-aafc6e4b3ddb
## INFO [13:19:51.220] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:51.224] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:51.228] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:51.461] [mlr3] Finished benchmark
## INFO [13:19:51.476] [bbotk] Result of batch 153:
## INFO [13:19:51.477] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:51.477] [bbotk] 44.97566 radial 0.6462264 0 0 0.23
## INFO [13:19:51.477] [bbotk] uhash
## INFO [13:19:51.477] [bbotk] 5f9edde1-7990-4b7b-8e64-1b086e9a922a
## INFO [13:19:51.479] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:51.484] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:51.487] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:51.748] [mlr3] Finished benchmark
## INFO [13:19:51.767] [bbotk] Result of batch 154:
## INFO [13:19:51.768] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:51.768] [bbotk] 40.65405 radial 0.6438679 0 0 0.256
## INFO [13:19:51.768] [bbotk] uhash
## INFO [13:19:51.768] [bbotk] 3d5fc4a7-a672-426e-a17e-696532192ec1
## INFO [13:19:51.770] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:51.776] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:51.779] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:52.009] [mlr3] Finished benchmark
## INFO [13:19:52.028] [bbotk] Result of batch 155:
## INFO [13:19:52.029] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:52.029] [bbotk] 30.60629 radial 0.6533019 0 0 0.224
## INFO [13:19:52.029] [bbotk] uhash
## INFO [13:19:52.029] [bbotk] 0eade1b8-805f-419b-961f-1e719456e32f
## INFO [13:19:52.032] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:52.038] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:52.042] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:52.314] [mlr3] Finished benchmark
## INFO [13:19:52.339] [bbotk] Result of batch 156:
## INFO [13:19:52.341] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:52.341] [bbotk] 48.88071 radial 0.6391509 0 0 0.267
## INFO [13:19:52.341] [bbotk] uhash
## INFO [13:19:52.341] [bbotk] 011a7e9f-737a-4afe-a281-fc24a5777ffb
## INFO [13:19:52.343] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:52.348] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:52.351] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:52.907] [mlr3] Finished benchmark
## INFO [13:19:52.930] [bbotk] Result of batch 157:
## INFO [13:19:52.932] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:52.932] [bbotk] 15.12979 linear 0.7028302 0 0 0.549
## INFO [13:19:52.932] [bbotk] uhash
## INFO [13:19:52.932] [bbotk] e6dbefb4-6dff-4bfb-b015-225133bf4714
## INFO [13:19:52.935] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:52.942] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:52.946] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:53.177] [mlr3] Finished benchmark
## INFO [13:19:53.194] [bbotk] Result of batch 158:
## INFO [13:19:53.196] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:53.196] [bbotk] 22.936 radial 0.6485849 0 0 0.226
## INFO [13:19:53.196] [bbotk] uhash
## INFO [13:19:53.196] [bbotk] a2ee09ac-df74-46c1-8e7d-f8974b6d4c49
## INFO [13:19:53.198] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:53.204] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:53.208] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:53.418] [mlr3] Finished benchmark
## INFO [13:19:53.433] [bbotk] Result of batch 159:
## INFO [13:19:53.435] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:53.435] [bbotk] 31.13752 radial 0.6485849 0 0 0.206
## INFO [13:19:53.435] [bbotk] uhash
## INFO [13:19:53.435] [bbotk] 0aab0726-b627-40df-87f1-f88cdfc05b24
## INFO [13:19:53.436] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:53.441] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:53.445] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:53.683] [mlr3] Finished benchmark
## INFO [13:19:53.700] [bbotk] Result of batch 160:
## INFO [13:19:53.701] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:53.701] [bbotk] 41.39397 radial 0.6415094 0 0 0.234
## INFO [13:19:53.701] [bbotk] uhash
## INFO [13:19:53.701] [bbotk] a6f692e5-2d40-4dfb-bc04-6ea890632103
## INFO [13:19:53.703] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:53.709] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:53.712] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:54.716] [mlr3] Finished benchmark
## INFO [13:19:54.742] [bbotk] Result of batch 161:
## INFO [13:19:54.744] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:54.744] [bbotk] 39.55988 linear 0.7028302 0 0 0.999
## INFO [13:19:54.744] [bbotk] uhash
## INFO [13:19:54.744] [bbotk] 9d850644-90f0-480c-a321-2acd2dcf4b9e
## INFO [13:19:54.746] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:54.751] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:54.754] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:55.387] [mlr3] Finished benchmark
## INFO [13:19:55.406] [bbotk] Result of batch 162:
## INFO [13:19:55.408] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:55.408] [bbotk] 20.5902 linear 0.7028302 0 0 0.628
## INFO [13:19:55.408] [bbotk] uhash
## INFO [13:19:55.408] [bbotk] 67e6e6d1-0d86-45cc-b803-e2f22ceabe2a
## INFO [13:19:55.410] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:55.416] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:55.420] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:56.092] [mlr3] Finished benchmark
## INFO [13:19:56.113] [bbotk] Result of batch 163:
## INFO [13:19:56.114] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:56.114] [bbotk] 22.8382 linear 0.7028302 0 0 0.665
## INFO [13:19:56.114] [bbotk] uhash
## INFO [13:19:56.114] [bbotk] 15a9cbaa-d0e9-47e0-9ea2-00e90660acd6
## INFO [13:19:56.117] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:56.122] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:56.126] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:56.365] [mlr3] Finished benchmark
## INFO [13:19:56.387] [bbotk] Result of batch 164:
## INFO [13:19:56.389] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:56.389] [bbotk] 5.159967 linear 0.7028302 0 0 0.234
## INFO [13:19:56.389] [bbotk] uhash
## INFO [13:19:56.389] [bbotk] 056c6b04-84f9-485c-a657-fbc89744b29a
## INFO [13:19:56.391] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:56.407] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:56.411] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:56.588] [mlr3] Finished benchmark
## INFO [13:19:56.604] [bbotk] Result of batch 165:
## INFO [13:19:56.606] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:56.606] [bbotk] 19.25805 radial 0.6603774 0 0 0.172
## INFO [13:19:56.606] [bbotk] uhash
## INFO [13:19:56.606] [bbotk] 0c01c58e-bb8a-4783-a617-e190936c60f8
## INFO [13:19:56.608] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:56.613] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:56.616] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:56.774] [mlr3] Finished benchmark
## INFO [13:19:56.789] [bbotk] Result of batch 166:
## INFO [13:19:56.790] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:56.790] [bbotk] 13.90062 radial 0.6674528 0 0 0.155
## INFO [13:19:56.790] [bbotk] uhash
## INFO [13:19:56.790] [bbotk] 3bb58932-d811-4c5f-9375-a6355e421c84
## INFO [13:19:56.792] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:56.797] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:56.800] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:56.903] [mlr3] Finished benchmark
## INFO [13:19:56.919] [bbotk] Result of batch 167:
## INFO [13:19:56.921] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:56.921] [bbotk] 0.516867 linear 0.7028302 0 0 0.099
## INFO [13:19:56.921] [bbotk] uhash
## INFO [13:19:56.921] [bbotk] e894e9f6-f47b-4ce1-804d-d24c4194cb52
## INFO [13:19:56.923] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:56.927] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:56.931] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:57.143] [mlr3] Finished benchmark
## INFO [13:19:57.158] [bbotk] Result of batch 168:
## INFO [13:19:57.159] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:57.159] [bbotk] 30.70326 radial 0.6556604 0 0 0.208
## INFO [13:19:57.159] [bbotk] uhash
## INFO [13:19:57.159] [bbotk] 33aa2815-8ddb-4f92-9f62-9af77747e2aa
## INFO [13:19:57.161] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:57.166] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:57.170] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:57.423] [mlr3] Finished benchmark
## INFO [13:19:57.439] [bbotk] Result of batch 169:
## INFO [13:19:57.441] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:57.441] [bbotk] 44.73866 radial 0.6367925 0 0 0.248
## INFO [13:19:57.441] [bbotk] uhash
## INFO [13:19:57.441] [bbotk] d5b53e91-b525-46c1-833e-1fdc746c09b8
## INFO [13:19:57.443] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:57.448] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:57.452] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:57.662] [mlr3] Finished benchmark
## INFO [13:19:57.684] [bbotk] Result of batch 170:
## INFO [13:19:57.686] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:57.686] [bbotk] 10.3169 radial 0.6768868 0 0 0.201
## INFO [13:19:57.686] [bbotk] uhash
## INFO [13:19:57.686] [bbotk] be27fe78-1ee7-44ce-90c4-c59357ec639a
## INFO [13:19:57.689] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:57.695] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:57.699] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:58.535] [mlr3] Finished benchmark
## INFO [13:19:58.562] [bbotk] Result of batch 171:
## INFO [13:19:58.563] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:58.563] [bbotk] 25.73105 linear 0.7028302 0 0 0.824
## INFO [13:19:58.563] [bbotk] uhash
## INFO [13:19:58.563] [bbotk] 982aa13f-9394-431e-99b9-0ad685e4e98d
## INFO [13:19:58.566] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:58.572] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:58.576] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:59.078] [mlr3] Finished benchmark
## INFO [13:19:59.098] [bbotk] Result of batch 172:
## INFO [13:19:59.099] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:59.099] [bbotk] 14.67436 linear 0.7028302 0 0 0.494
## INFO [13:19:59.099] [bbotk] uhash
## INFO [13:19:59.099] [bbotk] 5d4acfe9-8956-49ea-92e2-eb670ca24a72
## INFO [13:19:59.102] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:59.107] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:59.110] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:59.355] [mlr3] Finished benchmark
## INFO [13:19:59.382] [bbotk] Result of batch 173:
## INFO [13:19:59.383] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:59.383] [bbotk] 34.90918 radial 0.6580189 0 0 0.236
## INFO [13:19:59.383] [bbotk] uhash
## INFO [13:19:59.383] [bbotk] 69c6d8b0-72dc-4904-ab08-62be4a63e23d
## INFO [13:19:59.386] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:59.391] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:59.395] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:00.425] [mlr3] Finished benchmark
## INFO [13:20:00.492] [bbotk] Result of batch 174:
## INFO [13:20:00.494] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:00.494] [bbotk] 39.51263 linear 0.7028302 0 0 1.023
## INFO [13:20:00.494] [bbotk] uhash
## INFO [13:20:00.494] [bbotk] ba76ff30-5e1e-4a4c-804c-0a6e4680ed67
## INFO [13:20:00.497] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:00.503] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:00.508] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:01.088] [mlr3] Finished benchmark
## INFO [13:20:01.160] [bbotk] Result of batch 175:
## INFO [13:20:01.163] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:01.163] [bbotk] 15.42123 linear 0.7028302 0 0 0.561
## INFO [13:20:01.163] [bbotk] uhash
## INFO [13:20:01.163] [bbotk] ae9b0230-9d1e-4662-8e63-966ec9d8f6e2
## INFO [13:20:01.167] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:01.176] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:01.180] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:02.067] [mlr3] Finished benchmark
## INFO [13:20:02.087] [bbotk] Result of batch 176:
## INFO [13:20:02.089] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:02.089] [bbotk] 27.61696 linear 0.7028302 0 0 0.877
## INFO [13:20:02.089] [bbotk] uhash
## INFO [13:20:02.089] [bbotk] c7f00eb6-d238-4e30-bfc3-58e1a367ec01
## INFO [13:20:02.091] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:02.098] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:02.102] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:02.287] [mlr3] Finished benchmark
## INFO [13:20:02.344] [bbotk] Result of batch 177:
## INFO [13:20:02.346] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:02.346] [bbotk] 18.39771 radial 0.6580189 0 0 0.18
## INFO [13:20:02.346] [bbotk] uhash
## INFO [13:20:02.346] [bbotk] adcf854d-aaea-4ef8-ae46-2fc720f2c9ac
## INFO [13:20:02.348] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:02.354] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:02.358] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:02.595] [mlr3] Finished benchmark
## INFO [13:20:02.612] [bbotk] Result of batch 178:
## INFO [13:20:02.614] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:02.614] [bbotk] 36.29937 radial 0.6438679 0 0 0.23
## INFO [13:20:02.614] [bbotk] uhash
## INFO [13:20:02.614] [bbotk] 5e62340b-21a6-4f18-8d80-4a131f091667
## INFO [13:20:02.616] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:02.622] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:02.625] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:02.801] [mlr3] Finished benchmark
## INFO [13:20:02.816] [bbotk] Result of batch 179:
## INFO [13:20:02.818] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:02.818] [bbotk] 12.35244 radial 0.6792453 0 0 0.17
## INFO [13:20:02.818] [bbotk] uhash
## INFO [13:20:02.818] [bbotk] 920a5350-d381-48dd-8512-ffa0de1c60e9
## INFO [13:20:02.820] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:02.824] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:02.828] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:03.774] [mlr3] Finished benchmark
## INFO [13:20:03.804] [bbotk] Result of batch 180:
## INFO [13:20:03.806] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:03.806] [bbotk] 34.68743 linear 0.7028302 0 0 0.928
## INFO [13:20:03.806] [bbotk] uhash
## INFO [13:20:03.806] [bbotk] 90d84164-65b2-44cf-a206-8464756619c2
## INFO [13:20:03.809] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:03.848] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:03.853] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:04.573] [mlr3] Finished benchmark
## INFO [13:20:04.592] [bbotk] Result of batch 181:
## INFO [13:20:04.594] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:04.594] [bbotk] 27.50436 linear 0.7028302 0 0 0.715
## INFO [13:20:04.594] [bbotk] uhash
## INFO [13:20:04.594] [bbotk] e198041e-0b85-4204-9e34-f30be2a5e105
## INFO [13:20:04.596] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:04.601] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:04.605] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:04.972] [mlr3] Finished benchmark
## INFO [13:20:04.989] [bbotk] Result of batch 182:
## INFO [13:20:04.990] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:04.990] [bbotk] 10.22134 linear 0.7028302 0 0 0.362
## INFO [13:20:04.990] [bbotk] uhash
## INFO [13:20:04.990] [bbotk] 759ddc98-98a1-4356-b7f2-57b64cc94ed2
## INFO [13:20:04.992] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:04.997] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:05.001] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:05.251] [mlr3] Finished benchmark
## INFO [13:20:05.272] [bbotk] Result of batch 183:
## INFO [13:20:05.274] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:05.274] [bbotk] 38.78015 radial 0.6367925 0 0 0.245
## INFO [13:20:05.274] [bbotk] uhash
## INFO [13:20:05.274] [bbotk] 52544232-c4da-4537-90af-72a69b0d0f05
## INFO [13:20:05.277] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:05.289] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:05.298] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:05.601] [mlr3] Finished benchmark
## INFO [13:20:05.619] [bbotk] Result of batch 184:
## INFO [13:20:05.621] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:05.621] [bbotk] 7.276006 linear 0.7028302 0 0 0.297
## INFO [13:20:05.621] [bbotk] uhash
## INFO [13:20:05.621] [bbotk] 375cfdbd-7503-44a0-b99d-e8ff7955b04e
## INFO [13:20:05.623] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:05.628] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:05.631] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:05.864] [mlr3] Finished benchmark
## INFO [13:20:05.882] [bbotk] Result of batch 185:
## INFO [13:20:05.884] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:05.884] [bbotk] 37.55466 radial 0.6415094 0 0 0.227
## INFO [13:20:05.884] [bbotk] uhash
## INFO [13:20:05.884] [bbotk] 8563a202-595c-4ec9-ad61-1b5160596784
## INFO [13:20:05.886] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:05.892] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:05.896] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:07.046] [mlr3] Finished benchmark
## INFO [13:20:07.063] [bbotk] Result of batch 186:
## INFO [13:20:07.065] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:07.065] [bbotk] 42.15014 linear 0.7028302 0 0 1.146
## INFO [13:20:07.065] [bbotk] uhash
## INFO [13:20:07.065] [bbotk] aca8dc06-6010-4b4b-943d-d1d416cbd75e
## INFO [13:20:07.068] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:07.074] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:07.077] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:07.298] [mlr3] Finished benchmark
## INFO [13:20:07.320] [bbotk] Result of batch 187:
## INFO [13:20:07.321] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:07.321] [bbotk] 22.2289 radial 0.6556604 0 0 0.214
## INFO [13:20:07.321] [bbotk] uhash
## INFO [13:20:07.321] [bbotk] 9c120f12-417e-4579-8738-73efd00c2511
## INFO [13:20:07.323] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:07.330] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:07.333] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:07.796] [mlr3] Finished benchmark
## INFO [13:20:07.813] [bbotk] Result of batch 188:
## INFO [13:20:07.814] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:07.814] [bbotk] 14.45739 linear 0.7028302 0 0 0.459
## INFO [13:20:07.814] [bbotk] uhash
## INFO [13:20:07.814] [bbotk] 46af3438-f4fe-47a0-8126-8f06709e775f
## INFO [13:20:07.816] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:07.821] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:07.824] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:07.976] [mlr3] Finished benchmark
## INFO [13:20:07.992] [bbotk] Result of batch 189:
## INFO [13:20:07.994] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:07.994] [bbotk] 10.48138 radial 0.6792453 0 0 0.148
## INFO [13:20:07.994] [bbotk] uhash
## INFO [13:20:07.994] [bbotk] 872aad2a-cfd4-49e1-a943-211ca3e02aae
## INFO [13:20:07.996] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:08.001] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:08.004] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:08.556] [mlr3] Finished benchmark
## INFO [13:20:08.572] [bbotk] Result of batch 190:
## INFO [13:20:08.573] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:08.573] [bbotk] 18.35074 linear 0.7028302 0 0 0.547
## INFO [13:20:08.573] [bbotk] uhash
## INFO [13:20:08.573] [bbotk] ea175f47-dd10-4348-8d75-7df7bc46b68d
## INFO [13:20:08.575] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:08.580] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:08.583] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:09.676] [mlr3] Finished benchmark
## INFO [13:20:09.700] [bbotk] Result of batch 191:
## INFO [13:20:09.701] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:09.701] [bbotk] 40.85548 linear 0.7028302 0 0 1.087
## INFO [13:20:09.701] [bbotk] uhash
## INFO [13:20:09.701] [bbotk] d4f229ee-6e6d-4fd0-9d80-4d232d4e4b78
## INFO [13:20:09.703] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:09.711] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:09.717] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:09.882] [mlr3] Finished benchmark
## INFO [13:20:09.898] [bbotk] Result of batch 192:
## INFO [13:20:09.899] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:09.899] [bbotk] 14.86586 radial 0.6698113 0 0 0.158
## INFO [13:20:09.899] [bbotk] uhash
## INFO [13:20:09.899] [bbotk] 2ba98fde-54a6-4f64-85a2-f237ac0ad36d
## INFO [13:20:09.901] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:09.911] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:09.914] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:10.131] [mlr3] Finished benchmark
## INFO [13:20:10.147] [bbotk] Result of batch 193:
## INFO [13:20:10.149] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:10.149] [bbotk] 34.2348 radial 0.6603774 0 0 0.213
## INFO [13:20:10.149] [bbotk] uhash
## INFO [13:20:10.149] [bbotk] ea582453-48b5-4046-acbe-d20feb3bbab5
## INFO [13:20:10.150] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:10.155] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:10.158] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:11.412] [mlr3] Finished benchmark
## INFO [13:20:11.429] [bbotk] Result of batch 194:
## INFO [13:20:11.430] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:11.430] [bbotk] 49.76464 linear 0.7028302 0 0 1.25
## INFO [13:20:11.430] [bbotk] uhash
## INFO [13:20:11.430] [bbotk] 7cd3c445-10be-4c85-a772-421d4f61bf16
## INFO [13:20:11.432] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:11.437] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:11.440] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:11.623] [mlr3] Finished benchmark
## INFO [13:20:11.773] [bbotk] Result of batch 195:
## INFO [13:20:11.775] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:11.775] [bbotk] 19.96455 radial 0.6603774 0 0 0.178
## INFO [13:20:11.775] [bbotk] uhash
## INFO [13:20:11.775] [bbotk] c4d38f7f-bf70-4977-a451-b9c46ac42db5
## INFO [13:20:11.777] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:11.783] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:11.786] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:12.262] [mlr3] Finished benchmark
## INFO [13:20:12.278] [bbotk] Result of batch 196:
## INFO [13:20:12.280] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:12.280] [bbotk] 15.74262 linear 0.7028302 0 0 0.471
## INFO [13:20:12.280] [bbotk] uhash
## INFO [13:20:12.280] [bbotk] 812c4adb-3ad0-4453-ac3e-173c69e0d149
## INFO [13:20:12.282] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:12.287] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:12.290] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:13.429] [mlr3] Finished benchmark
## INFO [13:20:13.447] [bbotk] Result of batch 197:
## INFO [13:20:13.448] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:13.448] [bbotk] 44.72681 linear 0.7028302 0 0 1.134
## INFO [13:20:13.448] [bbotk] uhash
## INFO [13:20:13.448] [bbotk] 5adc6f22-4656-4b8e-a1fa-88425c63a4b0
## INFO [13:20:13.451] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:13.456] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:13.460] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:13.853] [mlr3] Finished benchmark
## INFO [13:20:13.870] [bbotk] Result of batch 198:
## INFO [13:20:13.873] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:13.873] [bbotk] 10.35343 linear 0.7028302 0 0 0.388
## INFO [13:20:13.873] [bbotk] uhash
## INFO [13:20:13.873] [bbotk] 9d6c2eb1-1612-468f-a17e-b56b7a8a344e
## INFO [13:20:13.878] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:13.885] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:13.889] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:14.323] [mlr3] Finished benchmark
## INFO [13:20:14.340] [bbotk] Result of batch 199:
## INFO [13:20:14.341] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:14.341] [bbotk] 11.78793 linear 0.7028302 0 0 0.427
## INFO [13:20:14.341] [bbotk] uhash
## INFO [13:20:14.341] [bbotk] 2775ec8b-486f-448e-92d4-01c4b4522633
## INFO [13:20:14.343] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:14.350] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:14.353] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:15.614] [mlr3] Finished benchmark
## INFO [13:20:15.685] [bbotk] Result of batch 200:
## INFO [13:20:15.688] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:15.688] [bbotk] 46.05619 linear 0.7028302 0 0 1.226
## INFO [13:20:15.688] [bbotk] uhash
## INFO [13:20:15.688] [bbotk] da16f851-096a-4a65-8162-91efc1a0cdfd
## INFO [13:20:15.696] [bbotk] Finished optimizing after 200 evaluation(s)
## INFO [13:20:15.697] [bbotk] Result:
## INFO [13:20:15.699] [bbotk] cost kernel learner_param_vals x_domain classif.acc
## INFO [13:20:15.699] [bbotk] <num> <char> <list> <list> <num>
## INFO [13:20:15.699] [bbotk] 2.340644 radial <list[3]> <list[2]> 0.7334906
## INFO [13:19:17.577] [mlr3] Applying learner 'classif.svm.tuned' on task 'drugs-data' (iter 3/4)
## INFO [13:19:17.660] [bbotk] Starting to optimize 2 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals> [n_evals=200, k=0]'
## INFO [13:19:17.666] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.671] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.674] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:17.860] [mlr3] Finished benchmark
## INFO [13:19:17.873] [bbotk] Result of batch 1:
## INFO [13:19:17.875] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:17.875] [bbotk] 6.573047 radial 0.6462264 0 0 0.181
## INFO [13:19:17.875] [bbotk] uhash
## INFO [13:19:17.875] [bbotk] 55931d22-c671-40ae-835a-e45db613c198
## INFO [13:19:17.877] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:17.890] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:17.895] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:18.204] [mlr3] Finished benchmark
## INFO [13:19:18.219] [bbotk] Result of batch 2:
## INFO [13:19:18.220] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:18.220] [bbotk] 24.22652 radial 0.629717 0 0 0.297
## INFO [13:19:18.220] [bbotk] uhash
## INFO [13:19:18.220] [bbotk] 7c4af650-c9ef-4811-8990-e4bab88a798a
## INFO [13:19:18.222] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:18.227] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:18.230] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.359] [mlr3] Finished benchmark
## INFO [13:19:19.379] [bbotk] Result of batch 3:
## INFO [13:19:19.381] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:19.381] [bbotk] 32.75569 linear 0.6910377 0 0 1.111
## INFO [13:19:19.381] [bbotk] uhash
## INFO [13:19:19.381] [bbotk] 9f6a27cf-74cf-4d69-bead-36f4456748b2
## INFO [13:19:19.395] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.478] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.490] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:19.798] [mlr3] Finished benchmark
## INFO [13:19:19.812] [bbotk] Result of batch 4:
## INFO [13:19:19.814] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:19.814] [bbotk] 34.07418 radial 0.6462264 0 0 0.302
## INFO [13:19:19.814] [bbotk] uhash
## INFO [13:19:19.814] [bbotk] 8b59eacd-4149-4af8-bc83-8818764fa748
## INFO [13:19:19.817] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:19.827] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:19.830] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:20.164] [mlr3] Finished benchmark
## INFO [13:19:20.186] [bbotk] Result of batch 5:
## INFO [13:19:20.188] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:20.188] [bbotk] 46.51968 radial 0.6533019 0 0 0.328
## INFO [13:19:20.188] [bbotk] uhash
## INFO [13:19:20.188] [bbotk] 364a3588-496f-4a98-8d75-1b14da03fd44
## INFO [13:19:20.190] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:20.201] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:20.208] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.362] [mlr3] Finished benchmark
## INFO [13:19:21.412] [bbotk] Result of batch 6:
## INFO [13:19:21.418] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:21.418] [bbotk] 33.4175 linear 0.6910377 0 0 1.14
## INFO [13:19:21.418] [bbotk] uhash
## INFO [13:19:21.418] [bbotk] 6e45c8e8-3343-4db8-98af-4904d7782485
## INFO [13:19:21.431] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.672] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.677] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:21.831] [mlr3] Finished benchmark
## INFO [13:19:21.855] [bbotk] Result of batch 7:
## INFO [13:19:21.860] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:21.860] [bbotk] 2.454434 radial 0.6533019 0 0 0.147
## INFO [13:19:21.860] [bbotk] uhash
## INFO [13:19:21.860] [bbotk] b681e4ef-fe35-4e3d-bdc3-bded57670d4e
## INFO [13:19:21.866] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:21.878] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:21.884] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.663] [mlr3] Finished benchmark
## INFO [13:19:22.683] [bbotk] Result of batch 8:
## INFO [13:19:22.685] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:22.685] [bbotk] 20.15252 linear 0.6957547 0 0 0.773
## INFO [13:19:22.685] [bbotk] uhash
## INFO [13:19:22.685] [bbotk] 97eb9b22-bd7e-4f84-8e1e-bedfdc079034
## INFO [13:19:22.687] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.694] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.705] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.033] [mlr3] Finished benchmark
## INFO [13:19:23.065] [bbotk] Result of batch 9:
## INFO [13:19:23.067] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:23.067] [bbotk] 5.385978 linear 0.6910377 0 0 0.313
## INFO [13:19:23.067] [bbotk] uhash
## INFO [13:19:23.067] [bbotk] cdfa5b9c-9a32-431b-ac50-80ca639b746f
## INFO [13:19:23.069] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.088] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.096] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.305] [mlr3] Finished benchmark
## INFO [13:19:23.340] [bbotk] Result of batch 10:
## INFO [13:19:23.341] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:23.341] [bbotk] 3.558829 radial 0.6509434 0 0 0.163
## INFO [13:19:23.341] [bbotk] uhash
## INFO [13:19:23.341] [bbotk] bf615b07-9eee-4e9c-b76e-615f7e029dba
## INFO [13:19:23.343] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.348] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.352] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:24.202] [mlr3] Finished benchmark
## INFO [13:19:24.220] [bbotk] Result of batch 11:
## INFO [13:19:24.222] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:24.222] [bbotk] 22.74899 linear 0.6933962 0 0 0.841
## INFO [13:19:24.222] [bbotk] uhash
## INFO [13:19:24.222] [bbotk] eb7023a8-548b-4593-9c26-4474a59634fe
## INFO [13:19:24.229] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:24.248] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:24.254] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:24.445] [mlr3] Finished benchmark
## INFO [13:19:24.463] [bbotk] Result of batch 12:
## INFO [13:19:24.464] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:24.464] [bbotk] 2.54203 linear 0.6933962 0 0 0.186
## INFO [13:19:24.464] [bbotk] uhash
## INFO [13:19:24.464] [bbotk] 9511d2e9-fc88-497d-a16b-6ae5257bfa12
## INFO [13:19:24.468] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:24.474] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:24.477] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:24.643] [mlr3] Finished benchmark
## INFO [13:19:24.666] [bbotk] Result of batch 13:
## INFO [13:19:24.667] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:24.667] [bbotk] 1.816089 linear 0.6957547 0 0 0.162
## INFO [13:19:24.667] [bbotk] uhash
## INFO [13:19:24.667] [bbotk] eb514392-5dab-4c3e-ab24-0d8a58356a82
## INFO [13:19:24.669] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:24.674] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:24.678] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:24.962] [mlr3] Finished benchmark
## INFO [13:19:24.977] [bbotk] Result of batch 14:
## INFO [13:19:24.980] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:24.980] [bbotk] 34.06927 radial 0.6485849 0 0 0.28
## INFO [13:19:24.980] [bbotk] uhash
## INFO [13:19:24.980] [bbotk] ce3887fa-d276-47a4-ad3d-c152f3850f02
## INFO [13:19:24.984] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:24.992] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:24.997] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.360] [mlr3] Finished benchmark
## INFO [13:19:25.402] [bbotk] Result of batch 15:
## INFO [13:19:25.404] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:25.404] [bbotk] 46.62642 radial 0.6462264 0 0 0.357
## INFO [13:19:25.404] [bbotk] uhash
## INFO [13:19:25.404] [bbotk] ac759ca3-bffc-41c7-83b3-c1da41393a01
## INFO [13:19:25.408] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.416] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.420] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:26.218] [mlr3] Finished benchmark
## INFO [13:19:26.268] [bbotk] Result of batch 16:
## INFO [13:19:26.271] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:26.271] [bbotk] 25.32122 linear 0.6910377 0 0 0.787
## INFO [13:19:26.271] [bbotk] uhash
## INFO [13:19:26.271] [bbotk] aed28c0b-2d5c-4160-b36d-b7bc0006fc15
## INFO [13:19:26.274] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:26.281] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:26.286] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:27.564] [mlr3] Finished benchmark
## INFO [13:19:27.645] [bbotk] Result of batch 17:
## INFO [13:19:27.647] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:27.647] [bbotk] 40.7849 linear 0.6910377 0 0 1.265
## INFO [13:19:27.647] [bbotk] uhash
## INFO [13:19:27.647] [bbotk] bd192c43-00d7-460b-8ab8-d348bddfb69f
## INFO [13:19:27.649] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:27.655] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:27.658] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:27.793] [mlr3] Finished benchmark
## INFO [13:19:27.808] [bbotk] Result of batch 18:
## INFO [13:19:27.810] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:27.810] [bbotk] 5.150061 radial 0.6485849 0 0 0.131
## INFO [13:19:27.810] [bbotk] uhash
## INFO [13:19:27.810] [bbotk] d4e02675-76c7-4740-9b91-1541379cec64
## INFO [13:19:27.812] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:27.817] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:27.820] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:27.981] [mlr3] Finished benchmark
## INFO [13:19:27.996] [bbotk] Result of batch 19:
## INFO [13:19:27.998] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:27.998] [bbotk] 11.53925 radial 0.6367925 0 0 0.156
## INFO [13:19:27.998] [bbotk] uhash
## INFO [13:19:27.998] [bbotk] b2c4a9e4-5c34-4b44-9228-1e817db2b65a
## INFO [13:19:27.999] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:28.004] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:28.008] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:28.742] [mlr3] Finished benchmark
## INFO [13:19:28.757] [bbotk] Result of batch 20:
## INFO [13:19:28.758] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:28.758] [bbotk] 24.54096 linear 0.6957547 0 0 0.73
## INFO [13:19:28.758] [bbotk] uhash
## INFO [13:19:28.758] [bbotk] 8aa8795e-92bc-43a3-9592-2da458c67d2c
## INFO [13:19:28.760] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:28.765] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:28.769] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:28.932] [mlr3] Finished benchmark
## INFO [13:19:28.946] [bbotk] Result of batch 21:
## INFO [13:19:28.948] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:28.948] [bbotk] 11.43741 radial 0.6320755 0 0 0.158
## INFO [13:19:28.948] [bbotk] uhash
## INFO [13:19:28.948] [bbotk] cff5d265-8e22-428b-aba4-eb9a5ef1f53e
## INFO [13:19:28.949] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:28.954] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:28.957] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:29.546] [mlr3] Finished benchmark
## INFO [13:19:29.569] [bbotk] Result of batch 22:
## INFO [13:19:29.571] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:29.571] [bbotk] 22.75179 linear 0.6910377 0 0 0.585
## INFO [13:19:29.571] [bbotk] uhash
## INFO [13:19:29.571] [bbotk] 46239cff-9120-443b-8c50-700f7d5bb460
## INFO [13:19:29.573] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:29.579] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:29.583] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:29.714] [mlr3] Finished benchmark
## INFO [13:19:29.730] [bbotk] Result of batch 23:
## INFO [13:19:29.731] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:29.731] [bbotk] 5.900775 radial 0.6462264 0 0 0.127
## INFO [13:19:29.731] [bbotk] uhash
## INFO [13:19:29.731] [bbotk] 8d1fc125-5dc8-44d7-b1f4-cc0720e0fd3a
## INFO [13:19:29.733] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:29.738] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:29.741] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:30.259] [mlr3] Finished benchmark
## INFO [13:19:30.280] [bbotk] Result of batch 24:
## INFO [13:19:30.281] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:30.281] [bbotk] 15.75372 linear 0.6910377 0 0 0.513
## INFO [13:19:30.281] [bbotk] uhash
## INFO [13:19:30.281] [bbotk] f54cc1f2-1d30-4a25-80cd-776f965728e9
## INFO [13:19:30.283] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:30.288] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:30.291] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:30.555] [mlr3] Finished benchmark
## INFO [13:19:30.570] [bbotk] Result of batch 25:
## INFO [13:19:30.572] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:30.572] [bbotk] 46.47529 radial 0.6509434 0 0 0.26
## INFO [13:19:30.572] [bbotk] uhash
## INFO [13:19:30.572] [bbotk] 78629a39-ee98-42ba-aad1-d47b7fff6915
## INFO [13:19:30.573] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:30.579] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:30.582] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:30.793] [mlr3] Finished benchmark
## INFO [13:19:30.808] [bbotk] Result of batch 26:
## INFO [13:19:30.809] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:30.809] [bbotk] 30.7787 radial 0.6462264 0 0 0.207
## INFO [13:19:30.809] [bbotk] uhash
## INFO [13:19:30.809] [bbotk] e27215c5-a52c-4399-9e1b-f2b0431bf444
## INFO [13:19:30.811] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:30.816] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:30.819] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:31.067] [mlr3] Finished benchmark
## INFO [13:19:31.083] [bbotk] Result of batch 27:
## INFO [13:19:31.085] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:31.085] [bbotk] 44.39216 radial 0.6509434 0 0 0.243
## INFO [13:19:31.085] [bbotk] uhash
## INFO [13:19:31.085] [bbotk] 322ea461-6a86-46bb-93a4-9138953a5817
## INFO [13:19:31.087] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:31.092] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:31.095] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.110] [mlr3] Finished benchmark
## INFO [13:19:32.127] [bbotk] Result of batch 28:
## INFO [13:19:32.128] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.128] [bbotk] 37.32781 linear 0.6957547 0 0 1.009
## INFO [13:19:32.128] [bbotk] uhash
## INFO [13:19:32.128] [bbotk] 425e0c98-7d24-4181-b595-e29e86397913
## INFO [13:19:32.130] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.135] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.139] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.248] [mlr3] Finished benchmark
## INFO [13:19:32.263] [bbotk] Result of batch 29:
## INFO [13:19:32.264] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.264] [bbotk] 0.272211 radial 0.6792453 0 0 0.105
## INFO [13:19:32.264] [bbotk] uhash
## INFO [13:19:32.264] [bbotk] c7dec7cb-3781-4fdb-ab94-6a01f973ceaa
## INFO [13:19:32.266] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.271] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.274] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.534] [mlr3] Finished benchmark
## INFO [13:19:32.549] [bbotk] Result of batch 30:
## INFO [13:19:32.550] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.550] [bbotk] 46.13173 radial 0.6438679 0 0 0.255
## INFO [13:19:32.550] [bbotk] uhash
## INFO [13:19:32.550] [bbotk] e67bf667-5dcf-4252-a4f0-b78ee7d4f292
## INFO [13:19:32.553] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.558] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.562] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.735] [mlr3] Finished benchmark
## INFO [13:19:32.752] [bbotk] Result of batch 31:
## INFO [13:19:32.754] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.754] [bbotk] 2.423236 linear 0.6957547 0 0 0.164
## INFO [13:19:32.754] [bbotk] uhash
## INFO [13:19:32.754] [bbotk] 36fbc7a9-0f47-4017-a140-48fb6eacb260
## INFO [13:19:32.756] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.761] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.764] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.918] [mlr3] Finished benchmark
## INFO [13:19:32.933] [bbotk] Result of batch 32:
## INFO [13:19:32.935] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.935] [bbotk] 9.165263 radial 0.6415094 0 0 0.15
## INFO [13:19:32.935] [bbotk] uhash
## INFO [13:19:32.935] [bbotk] f1ddf1a0-6713-4f41-bfb7-f9a77871c58d
## INFO [13:19:32.937] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.941] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.944] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:33.471] [mlr3] Finished benchmark
## INFO [13:19:33.486] [bbotk] Result of batch 33:
## INFO [13:19:33.488] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:33.488] [bbotk] 18.78435 linear 0.6863208 0 0 0.523
## INFO [13:19:33.488] [bbotk] uhash
## INFO [13:19:33.488] [bbotk] 1a889f23-4bd2-4229-8173-bbdb9adb3b9d
## INFO [13:19:33.489] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:33.494] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:33.497] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:33.780] [mlr3] Finished benchmark
## INFO [13:19:33.795] [bbotk] Result of batch 34:
## INFO [13:19:33.797] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:33.797] [bbotk] 7.257851 linear 0.6957547 0 0 0.278
## INFO [13:19:33.797] [bbotk] uhash
## INFO [13:19:33.797] [bbotk] 0e380aa4-18fb-4e0c-8f8c-8edd5e7db9fc
## INFO [13:19:33.799] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:33.810] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:33.815] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:34.783] [mlr3] Finished benchmark
## INFO [13:19:34.805] [bbotk] Result of batch 35:
## INFO [13:19:34.806] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:34.806] [bbotk] 35.91692 linear 0.6933962 0 0 0.959
## INFO [13:19:34.806] [bbotk] uhash
## INFO [13:19:34.806] [bbotk] 158861a4-297b-4df8-b358-96148266c63f
## INFO [13:19:34.809] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:34.814] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:34.819] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:35.833] [mlr3] Finished benchmark
## INFO [13:19:35.853] [bbotk] Result of batch 36:
## INFO [13:19:35.855] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:35.855] [bbotk] 38.39913 linear 0.6910377 0 0 1.008
## INFO [13:19:35.855] [bbotk] uhash
## INFO [13:19:35.855] [bbotk] dc1b663d-b048-48aa-85c3-d9cc34e6cd03
## INFO [13:19:35.858] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:35.864] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:35.869] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:36.028] [mlr3] Finished benchmark
## INFO [13:19:36.047] [bbotk] Result of batch 37:
## INFO [13:19:36.049] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:36.049] [bbotk] 7.437176 radial 0.6438679 0 0 0.153
## INFO [13:19:36.049] [bbotk] uhash
## INFO [13:19:36.049] [bbotk] b162c923-cccb-4df0-93b6-8b8f0d7e05f0
## INFO [13:19:36.052] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:36.058] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:36.061] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:36.609] [mlr3] Finished benchmark
## INFO [13:19:36.640] [bbotk] Result of batch 38:
## INFO [13:19:36.642] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:36.642] [bbotk] 18.91135 linear 0.6910377 0 0 0.543
## INFO [13:19:36.642] [bbotk] uhash
## INFO [13:19:36.642] [bbotk] f547d914-de2c-4899-8a69-7757917732c5
## INFO [13:19:36.644] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:36.649] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:36.652] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:37.760] [mlr3] Finished benchmark
## INFO [13:19:37.776] [bbotk] Result of batch 39:
## INFO [13:19:37.777] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:37.777] [bbotk] 38.66538 linear 0.6957547 0 0 1.103
## INFO [13:19:37.777] [bbotk] uhash
## INFO [13:19:37.777] [bbotk] 9062ac89-3644-44b6-ac60-5ca3b03f0b94
## INFO [13:19:37.779] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:37.784] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:37.787] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:38.058] [mlr3] Finished benchmark
## INFO [13:19:38.073] [bbotk] Result of batch 40:
## INFO [13:19:38.074] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:38.074] [bbotk] 48.25346 radial 0.6485849 0 0 0.266
## INFO [13:19:38.074] [bbotk] uhash
## INFO [13:19:38.074] [bbotk] b3203083-31a7-4911-ae3c-d4d0f3a23839
## INFO [13:19:38.076] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:38.081] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:38.085] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:38.323] [mlr3] Finished benchmark
## INFO [13:19:38.365] [bbotk] Result of batch 41:
## INFO [13:19:38.367] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:38.367] [bbotk] 31.85358 radial 0.6485849 0 0 0.231
## INFO [13:19:38.367] [bbotk] uhash
## INFO [13:19:38.367] [bbotk] 8b698c4d-a2b7-4cb2-a1c4-228b2b4d8ac2
## INFO [13:19:38.370] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:38.376] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:38.381] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:38.501] [mlr3] Finished benchmark
## INFO [13:19:38.518] [bbotk] Result of batch 42:
## INFO [13:19:38.519] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:38.519] [bbotk] 0.1757231 radial 0.6863208 0 0 0.115
## INFO [13:19:38.519] [bbotk] uhash
## INFO [13:19:38.519] [bbotk] d1e5daa1-93a4-470b-8e7c-ce721c0e517a
## INFO [13:19:38.521] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:38.526] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:38.529] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:38.887] [mlr3] Finished benchmark
## INFO [13:19:38.905] [bbotk] Result of batch 43:
## INFO [13:19:38.908] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:38.908] [bbotk] 10.71396 linear 0.6933962 0 0 0.354
## INFO [13:19:38.908] [bbotk] uhash
## INFO [13:19:38.908] [bbotk] 3ed96a85-9e68-417f-b238-bbcad1a8d358
## INFO [13:19:38.912] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:38.918] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:38.921] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:39.240] [mlr3] Finished benchmark
## INFO [13:19:39.256] [bbotk] Result of batch 44:
## INFO [13:19:39.257] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:39.257] [bbotk] 8.266644 linear 0.6910377 0 0 0.314
## INFO [13:19:39.257] [bbotk] uhash
## INFO [13:19:39.257] [bbotk] 6493afba-842b-446f-87ee-b16d02816eec
## INFO [13:19:39.259] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:39.264] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:39.267] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:39.488] [mlr3] Finished benchmark
## INFO [13:19:39.505] [bbotk] Result of batch 45:
## INFO [13:19:39.507] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:39.507] [bbotk] 26.23701 radial 0.634434 0 0 0.214
## INFO [13:19:39.507] [bbotk] uhash
## INFO [13:19:39.507] [bbotk] 7842f22c-3c5a-4d88-b2b6-79bb93c26813
## INFO [13:19:39.509] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:39.514] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:39.517] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:40.539] [mlr3] Finished benchmark
## INFO [13:19:40.556] [bbotk] Result of batch 46:
## INFO [13:19:40.557] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:40.557] [bbotk] 43.11396 linear 0.6886792 0 0 1.015
## INFO [13:19:40.557] [bbotk] uhash
## INFO [13:19:40.557] [bbotk] f393176a-b764-46e0-b496-bcec141caf6a
## INFO [13:19:40.559] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:40.564] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:40.567] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:41.587] [mlr3] Finished benchmark
## INFO [13:19:41.604] [bbotk] Result of batch 47:
## INFO [13:19:41.606] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:41.606] [bbotk] 41.55531 linear 0.6957547 0 0 1.015
## INFO [13:19:41.606] [bbotk] uhash
## INFO [13:19:41.606] [bbotk] 9a1ae8bd-243c-429f-a32d-c62056a126c6
## INFO [13:19:41.607] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:41.612] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:41.616] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:42.454] [mlr3] Finished benchmark
## INFO [13:19:42.496] [bbotk] Result of batch 48:
## INFO [13:19:42.498] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:42.498] [bbotk] 33.65589 linear 0.6957547 0 0 0.833
## INFO [13:19:42.498] [bbotk] uhash
## INFO [13:19:42.498] [bbotk] b99d86a3-5824-4ba5-9b6b-cd18845bad71
## INFO [13:19:42.500] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:42.504] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:42.508] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.115] [mlr3] Finished benchmark
## INFO [13:19:43.131] [bbotk] Result of batch 49:
## INFO [13:19:43.132] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.132] [bbotk] 20.96365 linear 0.6957547 0 0 0.602
## INFO [13:19:43.132] [bbotk] uhash
## INFO [13:19:43.132] [bbotk] abf8ee13-5dd2-4a9d-9d3f-a9fa43a1eb62
## INFO [13:19:43.134] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.139] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.142] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.340] [mlr3] Finished benchmark
## INFO [13:19:43.356] [bbotk] Result of batch 50:
## INFO [13:19:43.357] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.357] [bbotk] 19.58693 radial 0.634434 0 0 0.193
## INFO [13:19:43.357] [bbotk] uhash
## INFO [13:19:43.357] [bbotk] bf114d32-7ee2-4269-b055-c199fc7e0389
## INFO [13:19:43.359] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.364] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.368] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.477] [mlr3] Finished benchmark
## INFO [13:19:43.497] [bbotk] Result of batch 51:
## INFO [13:19:43.499] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.499] [bbotk] 0.2502238 radial 0.6792453 0 0 0.105
## INFO [13:19:43.499] [bbotk] uhash
## INFO [13:19:43.499] [bbotk] aa235c2a-bf58-4f79-b996-23a3efcc3e21
## INFO [13:19:43.502] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.507] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.510] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.709] [mlr3] Finished benchmark
## INFO [13:19:43.724] [bbotk] Result of batch 52:
## INFO [13:19:43.726] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.726] [bbotk] 21.7578 radial 0.629717 0 0 0.196
## INFO [13:19:43.726] [bbotk] uhash
## INFO [13:19:43.726] [bbotk] c585e616-3d1c-4ac5-9672-07e4c27cf8c0
## INFO [13:19:43.728] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.732] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.736] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:44.912] [mlr3] Finished benchmark
## INFO [13:19:44.929] [bbotk] Result of batch 53:
## INFO [13:19:44.930] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:44.930] [bbotk] 49.03329 linear 0.6957547 0 0 1.17
## INFO [13:19:44.930] [bbotk] uhash
## INFO [13:19:44.930] [bbotk] e5ee9ef1-a6df-4c2b-8e57-706bb6f59871
## INFO [13:19:44.933] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:44.938] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:44.941] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:45.380] [mlr3] Finished benchmark
## INFO [13:19:45.429] [bbotk] Result of batch 54:
## INFO [13:19:45.439] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:45.439] [bbotk] 12.99682 linear 0.6863208 0 0 0.434
## INFO [13:19:45.439] [bbotk] uhash
## INFO [13:19:45.439] [bbotk] 1e0476e6-20ce-4365-9afe-ac0a5f03a7cf
## INFO [13:19:45.444] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:45.451] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:45.454] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:45.603] [mlr3] Finished benchmark
## INFO [13:19:45.619] [bbotk] Result of batch 55:
## INFO [13:19:45.620] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:45.620] [bbotk] 1.945097 linear 0.6957547 0 0 0.144
## INFO [13:19:45.620] [bbotk] uhash
## INFO [13:19:45.620] [bbotk] ccf54459-ffdc-4ea4-9a1d-343f49405173
## INFO [13:19:45.622] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:45.632] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:45.636] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:46.214] [mlr3] Finished benchmark
## INFO [13:19:46.231] [bbotk] Result of batch 56:
## INFO [13:19:46.232] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:46.232] [bbotk] 21.3079 linear 0.6957547 0 0 0.571
## INFO [13:19:46.232] [bbotk] uhash
## INFO [13:19:46.232] [bbotk] b70364a4-479a-47af-a17c-e2c160300ddb
## INFO [13:19:46.234] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:46.239] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:46.243] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:46.991] [mlr3] Finished benchmark
## INFO [13:19:47.008] [bbotk] Result of batch 57:
## INFO [13:19:47.009] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:47.009] [bbotk] 30.39026 linear 0.6957547 0 0 0.744
## INFO [13:19:47.009] [bbotk] uhash
## INFO [13:19:47.009] [bbotk] 62d8e3ef-b0eb-42e1-aa8e-4141dc23bc3c
## INFO [13:19:47.012] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:47.023] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:47.028] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:47.391] [mlr3] Finished benchmark
## INFO [13:19:47.409] [bbotk] Result of batch 58:
## INFO [13:19:47.411] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:47.411] [bbotk] 9.922286 linear 0.6933962 0 0 0.357
## INFO [13:19:47.411] [bbotk] uhash
## INFO [13:19:47.411] [bbotk] a4977a89-7bc8-48bb-8e64-0d5c1acb6ece
## INFO [13:19:47.413] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:47.418] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:47.421] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:47.645] [mlr3] Finished benchmark
## INFO [13:19:47.666] [bbotk] Result of batch 59:
## INFO [13:19:47.667] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:47.667] [bbotk] 32.56134 radial 0.6509434 0 0 0.22
## INFO [13:19:47.667] [bbotk] uhash
## INFO [13:19:47.667] [bbotk] 7825bd11-2710-40ee-b9c6-71edfb4fa346
## INFO [13:19:47.669] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:47.675] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:47.678] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:47.879] [mlr3] Finished benchmark
## INFO [13:19:47.894] [bbotk] Result of batch 60:
## INFO [13:19:47.896] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:47.896] [bbotk] 3.939875 linear 0.6933962 0 0 0.197
## INFO [13:19:47.896] [bbotk] uhash
## INFO [13:19:47.896] [bbotk] 502902d1-57e6-4e88-b83d-23a0a5928b1c
## INFO [13:19:47.898] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:47.906] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:47.911] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:48.207] [mlr3] Finished benchmark
## INFO [13:19:48.222] [bbotk] Result of batch 61:
## INFO [13:19:48.224] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:48.224] [bbotk] 8.62799 linear 0.6957547 0 0 0.291
## INFO [13:19:48.224] [bbotk] uhash
## INFO [13:19:48.224] [bbotk] fbb8d411-0798-4ade-853b-5880b8d2d788
## INFO [13:19:48.225] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:48.230] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:48.233] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:49.168] [mlr3] Finished benchmark
## INFO [13:19:49.182] [bbotk] Result of batch 62:
## INFO [13:19:49.183] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:49.183] [bbotk] 37.76285 linear 0.6957547 0 0 0.93
## INFO [13:19:49.183] [bbotk] uhash
## INFO [13:19:49.183] [bbotk] 2d1f465e-4e9c-4dbb-b2fb-8886fb69ba13
## INFO [13:19:49.185] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:49.190] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:49.193] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:49.433] [mlr3] Finished benchmark
## INFO [13:19:49.447] [bbotk] Result of batch 63:
## INFO [13:19:49.449] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:49.449] [bbotk] 5.0656 linear 0.6933962 0 0 0.235
## INFO [13:19:49.449] [bbotk] uhash
## INFO [13:19:49.449] [bbotk] 79f44a33-7c2c-4050-85f2-0b054fbfba4e
## INFO [13:19:49.450] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:49.455] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:49.458] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:49.582] [mlr3] Finished benchmark
## INFO [13:19:49.597] [bbotk] Result of batch 64:
## INFO [13:19:49.599] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:49.599] [bbotk] 1.561399 radial 0.6485849 0 0 0.119
## INFO [13:19:49.599] [bbotk] uhash
## INFO [13:19:49.599] [bbotk] 4cda1ca1-f65a-446e-9805-b4f8a7d59a40
## INFO [13:19:49.601] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:49.605] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:49.608] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:49.829] [mlr3] Finished benchmark
## INFO [13:19:49.844] [bbotk] Result of batch 65:
## INFO [13:19:49.846] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:49.846] [bbotk] 29.96581 radial 0.6438679 0 0 0.215
## INFO [13:19:49.846] [bbotk] uhash
## INFO [13:19:49.846] [bbotk] 527a823c-7684-4c4d-be18-9aa5cc26ca67
## INFO [13:19:49.848] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:49.853] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:49.856] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:50.118] [mlr3] Finished benchmark
## INFO [13:19:50.134] [bbotk] Result of batch 66:
## INFO [13:19:50.135] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:50.135] [bbotk] 49.65003 radial 0.6462264 0 0 0.258
## INFO [13:19:50.135] [bbotk] uhash
## INFO [13:19:50.135] [bbotk] 76efb10e-31db-4057-88f1-6bf283321337
## INFO [13:19:50.137] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:50.142] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:50.148] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:50.352] [mlr3] Finished benchmark
## INFO [13:19:50.367] [bbotk] Result of batch 67:
## INFO [13:19:50.369] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:50.369] [bbotk] 22.44715 radial 0.629717 0 0 0.198
## INFO [13:19:50.369] [bbotk] uhash
## INFO [13:19:50.369] [bbotk] 2d42661f-9af9-4b76-aca4-ac8da3f7b7cd
## INFO [13:19:50.372] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:50.377] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:50.381] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:51.083] [mlr3] Finished benchmark
## INFO [13:19:51.102] [bbotk] Result of batch 68:
## INFO [13:19:51.104] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:51.104] [bbotk] 26.58369 linear 0.6910377 0 0 0.697
## INFO [13:19:51.104] [bbotk] uhash
## INFO [13:19:51.104] [bbotk] c9cbb15b-0586-488d-8a24-6a57e4628e98
## INFO [13:19:51.106] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:51.111] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:51.114] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:51.758] [mlr3] Finished benchmark
## INFO [13:19:51.777] [bbotk] Result of batch 69:
## INFO [13:19:51.779] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:51.779] [bbotk] 24.25542 linear 0.6957547 0 0 0.639
## INFO [13:19:51.779] [bbotk] uhash
## INFO [13:19:51.779] [bbotk] 6c903642-0645-4f4e-8a8b-306f461776cc
## INFO [13:19:51.781] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:51.799] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:51.804] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:52.711] [mlr3] Finished benchmark
## INFO [13:19:52.756] [bbotk] Result of batch 70:
## INFO [13:19:52.759] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:52.759] [bbotk] 24.92472 linear 0.6957547 0 0 0.828
## INFO [13:19:52.759] [bbotk] uhash
## INFO [13:19:52.759] [bbotk] d55aefc5-3b6c-4988-b09a-52fc389c3f67
## INFO [13:19:52.764] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:52.771] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:52.775] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:53.070] [mlr3] Finished benchmark
## INFO [13:19:53.091] [bbotk] Result of batch 71:
## INFO [13:19:53.093] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:53.093] [bbotk] 48.08369 radial 0.6462264 0 0 0.289
## INFO [13:19:53.093] [bbotk] uhash
## INFO [13:19:53.093] [bbotk] fff84701-079a-4d23-afad-9d551c2caf80
## INFO [13:19:53.098] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:53.108] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:53.112] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:54.292] [mlr3] Finished benchmark
## INFO [13:19:54.327] [bbotk] Result of batch 72:
## INFO [13:19:54.331] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:54.331] [bbotk] 45.27887 linear 0.6957547 0 0 1.173
## INFO [13:19:54.331] [bbotk] uhash
## INFO [13:19:54.331] [bbotk] 154c78e9-7abf-4955-bc15-da6014088343
## INFO [13:19:54.336] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:54.343] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:54.347] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:54.496] [mlr3] Finished benchmark
## INFO [13:19:54.511] [bbotk] Result of batch 73:
## INFO [13:19:54.512] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:54.512] [bbotk] 7.774503 radial 0.6462264 0 0 0.145
## INFO [13:19:54.512] [bbotk] uhash
## INFO [13:19:54.512] [bbotk] c5d11ffe-5fbb-4854-a673-fe3683300176
## INFO [13:19:54.514] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:54.519] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:54.522] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:54.780] [mlr3] Finished benchmark
## INFO [13:19:54.796] [bbotk] Result of batch 74:
## INFO [13:19:54.798] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:54.798] [bbotk] 44.49074 radial 0.6509434 0 0 0.254
## INFO [13:19:54.798] [bbotk] uhash
## INFO [13:19:54.798] [bbotk] ab46067a-588d-4816-80d2-eba7b06aec04
## INFO [13:19:54.800] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:54.805] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:54.808] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:55.035] [mlr3] Finished benchmark
## INFO [13:19:55.058] [bbotk] Result of batch 75:
## INFO [13:19:55.060] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:55.060] [bbotk] 32.52274 radial 0.6438679 0 0 0.223
## INFO [13:19:55.060] [bbotk] uhash
## INFO [13:19:55.060] [bbotk] f7711089-b40d-4da9-97ed-cb281aef7c93
## INFO [13:19:55.062] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:55.067] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:55.070] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:55.154] [mlr3] Finished benchmark
## INFO [13:19:55.169] [bbotk] Result of batch 76:
## INFO [13:19:55.171] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:55.171] [bbotk] 0.01117907 linear 0.6933962 0 0 0.08
## INFO [13:19:55.171] [bbotk] uhash
## INFO [13:19:55.171] [bbotk] d912693e-39f7-456f-acb9-c66a2e4b0fa4
## INFO [13:19:55.173] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:55.178] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:55.181] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:55.422] [mlr3] Finished benchmark
## INFO [13:19:55.439] [bbotk] Result of batch 77:
## INFO [13:19:55.440] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:55.440] [bbotk] 20.94136 radial 0.6367925 0 0 0.235
## INFO [13:19:55.440] [bbotk] uhash
## INFO [13:19:55.440] [bbotk] d01861df-6180-4a65-b04b-19c7ff5d25c1
## INFO [13:19:55.442] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:55.457] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:55.466] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:55.711] [mlr3] Finished benchmark
## INFO [13:19:55.738] [bbotk] Result of batch 78:
## INFO [13:19:55.739] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:55.739] [bbotk] 5.01601 linear 0.6910377 0 0 0.237
## INFO [13:19:55.739] [bbotk] uhash
## INFO [13:19:55.739] [bbotk] 7349a2e5-9495-46db-912c-7058bc5e5059
## INFO [13:19:55.741] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:55.748] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:55.752] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:56.127] [mlr3] Finished benchmark
## INFO [13:19:56.142] [bbotk] Result of batch 79:
## INFO [13:19:56.144] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:56.144] [bbotk] 10.19773 linear 0.6910377 0 0 0.371
## INFO [13:19:56.144] [bbotk] uhash
## INFO [13:19:56.144] [bbotk] 1ba53c45-6d9d-498e-b748-03162d6a8b12
## INFO [13:19:56.146] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:56.152] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:56.155] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:57.193] [mlr3] Finished benchmark
## INFO [13:19:57.216] [bbotk] Result of batch 80:
## INFO [13:19:57.218] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:57.218] [bbotk] 41.15859 linear 0.6910377 0 0 1.031
## INFO [13:19:57.218] [bbotk] uhash
## INFO [13:19:57.218] [bbotk] 2ee22999-483b-4605-a309-6ffbb8364fe5
## INFO [13:19:57.221] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:57.228] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:57.236] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:58.576] [mlr3] Finished benchmark
## INFO [13:19:58.598] [bbotk] Result of batch 81:
## INFO [13:19:58.600] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:58.600] [bbotk] 42.47424 linear 0.6957547 0 0 1.326
## INFO [13:19:58.600] [bbotk] uhash
## INFO [13:19:58.600] [bbotk] 80196847-822f-44c4-b97b-f4eb6e845023
## INFO [13:19:58.602] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:58.610] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:58.614] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:58.767] [mlr3] Finished benchmark
## INFO [13:19:58.784] [bbotk] Result of batch 82:
## INFO [13:19:58.785] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:58.785] [bbotk] 5.755145 radial 0.6462264 0 0 0.147
## INFO [13:19:58.785] [bbotk] uhash
## INFO [13:19:58.785] [bbotk] 844b9c0c-90e8-474b-996f-271ead9065be
## INFO [13:19:58.787] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:58.793] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:58.797] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:58.985] [mlr3] Finished benchmark
## INFO [13:19:59.002] [bbotk] Result of batch 83:
## INFO [13:19:59.003] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:59.003] [bbotk] 15.86849 radial 0.6320755 0 0 0.184
## INFO [13:19:59.003] [bbotk] uhash
## INFO [13:19:59.003] [bbotk] f42530b3-77a4-48af-ac29-a995740592b5
## INFO [13:19:59.005] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:59.010] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:59.013] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:59.250] [mlr3] Finished benchmark
## INFO [13:19:59.265] [bbotk] Result of batch 84:
## INFO [13:19:59.267] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:59.267] [bbotk] 32.09387 radial 0.6509434 0 0 0.23
## INFO [13:19:59.267] [bbotk] uhash
## INFO [13:19:59.267] [bbotk] 2e52077a-110c-4b8a-9309-8add23e10bef
## INFO [13:19:59.269] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:59.276] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:59.279] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:59.556] [mlr3] Finished benchmark
## INFO [13:19:59.573] [bbotk] Result of batch 85:
## INFO [13:19:59.574] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:59.574] [bbotk] 42.22327 radial 0.6485849 0 0 0.271
## INFO [13:19:59.574] [bbotk] uhash
## INFO [13:19:59.574] [bbotk] 853cf772-490d-4727-8aa6-d9b34fb74626
## INFO [13:19:59.576] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:59.581] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:59.585] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:59.878] [mlr3] Finished benchmark
## INFO [13:19:59.897] [bbotk] Result of batch 86:
## INFO [13:19:59.899] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:59.899] [bbotk] 47.52324 radial 0.6509434 0 0 0.282
## INFO [13:19:59.899] [bbotk] uhash
## INFO [13:19:59.899] [bbotk] fdefee0f-57dc-45d7-a6c8-892d4c0d2914
## INFO [13:19:59.901] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:59.906] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:59.909] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:00.506] [mlr3] Finished benchmark
## INFO [13:20:00.543] [bbotk] Result of batch 87:
## INFO [13:20:00.545] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:00.545] [bbotk] 21.12357 linear 0.6957547 0 0 0.588
## INFO [13:20:00.545] [bbotk] uhash
## INFO [13:20:00.545] [bbotk] fdf6dfc3-c4e3-4a80-a30d-81c3f31f4fc7
## INFO [13:20:00.547] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:00.553] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:00.557] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:01.671] [mlr3] Finished benchmark
## INFO [13:20:01.703] [bbotk] Result of batch 88:
## INFO [13:20:01.706] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:01.706] [bbotk] 40.72775 linear 0.6981132 0 0 1.104
## INFO [13:20:01.706] [bbotk] uhash
## INFO [13:20:01.706] [bbotk] 04695645-bfa4-4ca8-880c-c7d0a567c66b
## INFO [13:20:01.716] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:01.728] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:01.733] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:02.042] [mlr3] Finished benchmark
## INFO [13:20:02.060] [bbotk] Result of batch 89:
## INFO [13:20:02.062] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:02.062] [bbotk] 6.263943 linear 0.6910377 0 0 0.3
## INFO [13:20:02.062] [bbotk] uhash
## INFO [13:20:02.062] [bbotk] 15da7310-6d79-4b40-8dc8-6a426d27932c
## INFO [13:20:02.064] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:02.069] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:02.072] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:02.623] [mlr3] Finished benchmark
## INFO [13:20:02.642] [bbotk] Result of batch 90:
## INFO [13:20:02.644] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:02.644] [bbotk] 17.78318 linear 0.6981132 0 0 0.546
## INFO [13:20:02.644] [bbotk] uhash
## INFO [13:20:02.644] [bbotk] 0eb64d7d-b64e-421b-a83e-c58a42a45243
## INFO [13:20:02.648] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:02.658] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:02.664] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:03.127] [mlr3] Finished benchmark
## INFO [13:20:03.252] [bbotk] Result of batch 91:
## INFO [13:20:03.254] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:03.254] [bbotk] 13.9431 linear 0.6816038 0 0 0.454
## INFO [13:20:03.254] [bbotk] uhash
## INFO [13:20:03.254] [bbotk] cff2906f-c421-4fdb-87f4-e9f3fcf9d56d
## INFO [13:20:03.256] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:03.261] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:03.266] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:04.042] [mlr3] Finished benchmark
## INFO [13:20:04.059] [bbotk] Result of batch 92:
## INFO [13:20:04.060] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:04.060] [bbotk] 27.2399 linear 0.6886792 0 0 0.771
## INFO [13:20:04.060] [bbotk] uhash
## INFO [13:20:04.060] [bbotk] 5ef3fbee-e9b2-4204-a801-ed5a80c00d6b
## INFO [13:20:04.062] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:04.067] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:04.070] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:04.433] [mlr3] Finished benchmark
## INFO [13:20:04.448] [bbotk] Result of batch 93:
## INFO [13:20:04.450] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:04.450] [bbotk] 10.33578 linear 0.6910377 0 0 0.359
## INFO [13:20:04.450] [bbotk] uhash
## INFO [13:20:04.450] [bbotk] 3a2be296-a04d-4f0b-84a5-2190aaa556c5
## INFO [13:20:04.452] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:04.457] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:04.461] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:04.999] [mlr3] Finished benchmark
## INFO [13:20:05.023] [bbotk] Result of batch 94:
## INFO [13:20:05.026] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:05.026] [bbotk] 18.06527 linear 0.6886792 0 0 0.532
## INFO [13:20:05.026] [bbotk] uhash
## INFO [13:20:05.026] [bbotk] 9d9da51b-c64a-4b0d-b38c-17f3d1d126df
## INFO [13:20:05.028] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:05.035] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:05.038] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:05.339] [mlr3] Finished benchmark
## INFO [13:20:05.357] [bbotk] Result of batch 95:
## INFO [13:20:05.359] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:05.359] [bbotk] 6.132973 linear 0.6957547 0 0 0.296
## INFO [13:20:05.359] [bbotk] uhash
## INFO [13:20:05.359] [bbotk] 86b89653-ba6a-435e-bd3b-5fbab79fc7b1
## INFO [13:20:05.361] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:05.366] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:05.370] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:06.257] [mlr3] Finished benchmark
## INFO [13:20:06.276] [bbotk] Result of batch 96:
## INFO [13:20:06.278] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:06.278] [bbotk] 33.74175 linear 0.6933962 0 0 0.883
## INFO [13:20:06.278] [bbotk] uhash
## INFO [13:20:06.278] [bbotk] 6b3837fe-bb9c-494d-8c2c-536d6fc0ce32
## INFO [13:20:06.280] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:06.285] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:06.289] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:06.565] [mlr3] Finished benchmark
## INFO [13:20:06.581] [bbotk] Result of batch 97:
## INFO [13:20:06.583] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:06.583] [bbotk] 49.87992 radial 0.6485849 0 0 0.272
## INFO [13:20:06.583] [bbotk] uhash
## INFO [13:20:06.583] [bbotk] 2101d4e7-70f8-4e13-8f1c-d3eea85e80d5
## INFO [13:20:06.585] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:06.590] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:06.593] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:06.797] [mlr3] Finished benchmark
## INFO [13:20:06.814] [bbotk] Result of batch 98:
## INFO [13:20:06.816] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:06.816] [bbotk] 3.611913 linear 0.6933962 0 0 0.199
## INFO [13:20:06.816] [bbotk] uhash
## INFO [13:20:06.816] [bbotk] bc6b4e8b-bb0d-42f5-9582-93585702d143
## INFO [13:20:06.818] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:06.823] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:06.826] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:06.996] [mlr3] Finished benchmark
## INFO [13:20:07.011] [bbotk] Result of batch 99:
## INFO [13:20:07.013] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:07.013] [bbotk] 12.55209 radial 0.634434 0 0 0.164
## INFO [13:20:07.013] [bbotk] uhash
## INFO [13:20:07.013] [bbotk] 6b9510a1-ee88-4121-9eb4-adc166e47a52
## INFO [13:20:07.015] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:07.020] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:07.023] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:07.280] [mlr3] Finished benchmark
## INFO [13:20:07.295] [bbotk] Result of batch 100:
## INFO [13:20:07.297] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:07.297] [bbotk] 42.1255 radial 0.6485849 0 0 0.252
## INFO [13:20:07.297] [bbotk] uhash
## INFO [13:20:07.297] [bbotk] bfe075d1-31ea-4dd5-beba-eeab10a76b6c
## INFO [13:20:07.299] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:07.305] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:07.310] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:07.589] [mlr3] Finished benchmark
## INFO [13:20:07.613] [bbotk] Result of batch 101:
## INFO [13:20:07.615] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:07.615] [bbotk] 45.69024 radial 0.6462264 0 0 0.274
## INFO [13:20:07.615] [bbotk] uhash
## INFO [13:20:07.615] [bbotk] 28ac55fc-cc60-4185-bfd5-82c09d7d8344
## INFO [13:20:07.617] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:07.621] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:07.625] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:08.456] [mlr3] Finished benchmark
## INFO [13:20:08.472] [bbotk] Result of batch 102:
## INFO [13:20:08.473] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:08.473] [bbotk] 27.73031 linear 0.6957547 0 0 0.826
## INFO [13:20:08.473] [bbotk] uhash
## INFO [13:20:08.473] [bbotk] 2365bcec-0469-4b74-b220-24ff67580659
## INFO [13:20:08.475] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:08.480] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:08.484] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:08.937] [mlr3] Finished benchmark
## INFO [13:20:08.952] [bbotk] Result of batch 103:
## INFO [13:20:08.953] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:08.953] [bbotk] 13.01918 linear 0.6957547 0 0 0.448
## INFO [13:20:08.953] [bbotk] uhash
## INFO [13:20:08.953] [bbotk] cccc1717-1727-44f0-9ecb-69e52f2955ff
## INFO [13:20:08.955] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:08.960] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:08.963] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:09.818] [mlr3] Finished benchmark
## INFO [13:20:09.835] [bbotk] Result of batch 104:
## INFO [13:20:09.837] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:09.837] [bbotk] 30.63109 linear 0.6957547 0 0 0.849
## INFO [13:20:09.837] [bbotk] uhash
## INFO [13:20:09.837] [bbotk] bf174f5f-a04d-4088-9315-1d6775e96fab
## INFO [13:20:09.839] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:09.851] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:09.856] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:10.013] [mlr3] Finished benchmark
## INFO [13:20:10.029] [bbotk] Result of batch 105:
## INFO [13:20:10.031] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:10.031] [bbotk] 10.7419 radial 0.6367925 0 0 0.152
## INFO [13:20:10.031] [bbotk] uhash
## INFO [13:20:10.031] [bbotk] b2744682-e9ab-4976-abc7-86468ce01023
## INFO [13:20:10.033] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:10.038] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:10.041] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:10.295] [mlr3] Finished benchmark
## INFO [13:20:10.311] [bbotk] Result of batch 106:
## INFO [13:20:10.313] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:10.313] [bbotk] 41.24288 radial 0.6485849 0 0 0.25
## INFO [13:20:10.313] [bbotk] uhash
## INFO [13:20:10.313] [bbotk] 680250ea-93c5-44d0-8448-5183931e04b6
## INFO [13:20:10.315] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:10.320] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:10.323] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:10.534] [mlr3] Finished benchmark
## INFO [13:20:10.550] [bbotk] Result of batch 107:
## INFO [13:20:10.551] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:10.551] [bbotk] 26.01493 radial 0.6320755 0 0 0.206
## INFO [13:20:10.551] [bbotk] uhash
## INFO [13:20:10.551] [bbotk] 609ccd98-5293-4191-8692-486f26a8b2c2
## INFO [13:20:10.553] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:10.558] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:10.561] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:11.748] [mlr3] Finished benchmark
## INFO [13:20:11.776] [bbotk] Result of batch 108:
## INFO [13:20:11.778] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:11.778] [bbotk] 47.57575 linear 0.6910377 0 0 1.177
## INFO [13:20:11.778] [bbotk] uhash
## INFO [13:20:11.778] [bbotk] e1923324-6f0f-4d1b-9159-cdc465b759f1
## INFO [13:20:11.780] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:11.785] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:11.789] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:12.374] [mlr3] Finished benchmark
## INFO [13:20:12.391] [bbotk] Result of batch 109:
## INFO [13:20:12.392] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:12.392] [bbotk] 19.50186 linear 0.6957547 0 0 0.579
## INFO [13:20:12.392] [bbotk] uhash
## INFO [13:20:12.392] [bbotk] 70b63277-712f-4481-b331-89cb5f0f907b
## INFO [13:20:12.394] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:12.400] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:12.403] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:13.345] [mlr3] Finished benchmark
## INFO [13:20:13.363] [bbotk] Result of batch 110:
## INFO [13:20:13.364] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:13.364] [bbotk] 37.57063 linear 0.6910377 0 0 0.936
## INFO [13:20:13.364] [bbotk] uhash
## INFO [13:20:13.364] [bbotk] bd597785-7587-415b-a02f-b86acd37e1e3
## INFO [13:20:13.366] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:13.372] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:13.376] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:14.338] [mlr3] Finished benchmark
## INFO [13:20:14.358] [bbotk] Result of batch 111:
## INFO [13:20:14.360] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:14.360] [bbotk] 35.14493 linear 0.6910377 0 0 0.955
## INFO [13:20:14.360] [bbotk] uhash
## INFO [13:20:14.360] [bbotk] 83df1345-0a81-47f6-a2c7-1758b116e4ad
## INFO [13:20:14.362] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:14.367] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:14.370] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:14.669] [mlr3] Finished benchmark
## INFO [13:20:14.686] [bbotk] Result of batch 112:
## INFO [13:20:14.687] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:14.687] [bbotk] 7.442156 linear 0.6886792 0 0 0.296
## INFO [13:20:14.687] [bbotk] uhash
## INFO [13:20:14.687] [bbotk] 6e068ce2-b20e-4ae4-a158-af506ad3ecef
## INFO [13:20:14.689] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:14.694] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:14.697] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:14.901] [mlr3] Finished benchmark
## INFO [13:20:14.917] [bbotk] Result of batch 113:
## INFO [13:20:14.918] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:14.918] [bbotk] 22.63834 radial 0.6320755 0 0 0.198
## INFO [13:20:14.918] [bbotk] uhash
## INFO [13:20:14.918] [bbotk] 3ba17517-37a5-4c7c-b543-9092fbd00c6e
## INFO [13:20:14.920] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:14.925] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:14.928] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:15.665] [mlr3] Finished benchmark
## INFO [13:20:15.698] [bbotk] Result of batch 114:
## INFO [13:20:15.700] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:15.700] [bbotk] 19.35839 linear 0.6933962 0 0 0.728
## INFO [13:20:15.700] [bbotk] uhash
## INFO [13:20:15.700] [bbotk] 31112be6-15fe-40fe-8a0e-fc4c99fa8c12
## INFO [13:20:15.702] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:15.709] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:15.714] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:15.992] [mlr3] Finished benchmark
## INFO [13:20:16.014] [bbotk] Result of batch 115:
## INFO [13:20:16.016] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:16.016] [bbotk] 44.91319 radial 0.6556604 0 0 0.272
## INFO [13:20:16.016] [bbotk] uhash
## INFO [13:20:16.016] [bbotk] ae660e82-c873-4255-ad33-9b66712ff902
## INFO [13:20:16.018] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:16.027] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:16.032] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:16.186] [mlr3] Finished benchmark
## INFO [13:20:16.202] [bbotk] Result of batch 116:
## INFO [13:20:16.204] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:16.204] [bbotk] 2.021955 linear 0.6910377 0 0 0.148
## INFO [13:20:16.204] [bbotk] uhash
## INFO [13:20:16.204] [bbotk] 2b27f1c1-4a3f-41c5-983d-f60cccc4f2cc
## INFO [13:20:16.206] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:16.211] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:16.215] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:16.675] [mlr3] Finished benchmark
## INFO [13:20:16.691] [bbotk] Result of batch 117:
## INFO [13:20:16.693] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:16.693] [bbotk] 14.52697 linear 0.6933962 0 0 0.455
## INFO [13:20:16.693] [bbotk] uhash
## INFO [13:20:16.693] [bbotk] 92dce6d6-d826-43d9-9cfe-72b63bbc772f
## INFO [13:20:16.694] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:16.699] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:16.702] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:17.305] [mlr3] Finished benchmark
## INFO [13:20:17.319] [bbotk] Result of batch 118:
## INFO [13:20:17.321] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:17.321] [bbotk] 24.2419 linear 0.6933962 0 0 0.599
## INFO [13:20:17.321] [bbotk] uhash
## INFO [13:20:17.321] [bbotk] 30664e7c-2912-41eb-b54a-c684f0f621ab
## INFO [13:20:17.322] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:17.329] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:17.332] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:17.536] [mlr3] Finished benchmark
## INFO [13:20:17.551] [bbotk] Result of batch 119:
## INFO [13:20:17.552] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:17.552] [bbotk] 34.81558 radial 0.6462264 0 0 0.2
## INFO [13:20:17.552] [bbotk] uhash
## INFO [13:20:17.552] [bbotk] 05bc86a9-1539-40ef-97e6-02adc7c28802
## INFO [13:20:17.554] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:17.558] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:17.560] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:17.789] [mlr3] Finished benchmark
## INFO [13:20:17.804] [bbotk] Result of batch 120:
## INFO [13:20:17.805] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:17.805] [bbotk] 39.91064 radial 0.6462264 0 0 0.224
## INFO [13:20:17.805] [bbotk] uhash
## INFO [13:20:17.805] [bbotk] b6231889-cf45-479f-b97b-6d81924c4805
## INFO [13:20:17.806] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:17.810] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:17.813] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:17.986] [mlr3] Finished benchmark
## INFO [13:20:17.999] [bbotk] Result of batch 121:
## INFO [13:20:18.000] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:18.000] [bbotk] 23.91378 radial 0.629717 0 0 0.169
## INFO [13:20:18.000] [bbotk] uhash
## INFO [13:20:18.000] [bbotk] 22bab079-50f5-4f1a-a51a-0853efead9e9
## INFO [13:20:18.002] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:18.006] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:18.008] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:18.110] [mlr3] Finished benchmark
## INFO [13:20:18.122] [bbotk] Result of batch 122:
## INFO [13:20:18.124] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:18.124] [bbotk] 1.022039 linear 0.6933962 0 0 0.099
## INFO [13:20:18.124] [bbotk] uhash
## INFO [13:20:18.124] [bbotk] e8809316-6d24-44eb-86df-adb0993b240b
## INFO [13:20:18.125] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:18.129] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:18.132] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:18.355] [mlr3] Finished benchmark
## INFO [13:20:18.369] [bbotk] Result of batch 123:
## INFO [13:20:18.371] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:18.371] [bbotk] 45.68682 radial 0.6462264 0 0 0.219
## INFO [13:20:18.371] [bbotk] uhash
## INFO [13:20:18.371] [bbotk] 80d31728-7326-4548-9552-b4a5eb26c0b2
## INFO [13:20:18.372] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:18.377] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:18.380] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:18.584] [mlr3] Finished benchmark
## INFO [13:20:18.596] [bbotk] Result of batch 124:
## INFO [13:20:18.598] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:18.598] [bbotk] 40.41185 radial 0.6485849 0 0 0.2
## INFO [13:20:18.598] [bbotk] uhash
## INFO [13:20:18.598] [bbotk] aa82108c-9766-4aba-b4d6-851bcb261094
## INFO [13:20:18.599] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:18.603] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:18.606] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:19.233] [mlr3] Finished benchmark
## INFO [13:20:19.251] [bbotk] Result of batch 125:
## INFO [13:20:19.253] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:19.253] [bbotk] 28.55663 linear 0.6933962 0 0 0.623
## INFO [13:20:19.253] [bbotk] uhash
## INFO [13:20:19.253] [bbotk] 885c363c-0401-4905-a101-37428d8e91d0
## INFO [13:20:19.255] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:19.259] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:19.262] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:19.794] [mlr3] Finished benchmark
## INFO [13:20:19.808] [bbotk] Result of batch 126:
## INFO [13:20:19.809] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:19.809] [bbotk] 21.08389 linear 0.6910377 0 0 0.528
## INFO [13:20:19.809] [bbotk] uhash
## INFO [13:20:19.809] [bbotk] 7a3e0d45-0009-4e7b-b9e5-ee567ccafacb
## INFO [13:20:19.811] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:19.815] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:19.818] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:20.758] [mlr3] Finished benchmark
## INFO [13:20:20.770] [bbotk] Result of batch 127:
## INFO [13:20:20.772] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:20.772] [bbotk] 39.72707 linear 0.6933962 0 0 0.937
## INFO [13:20:20.772] [bbotk] uhash
## INFO [13:20:20.772] [bbotk] 061980e9-1508-4a91-a636-0ee015aeb995
## INFO [13:20:20.773] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:20.777] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:20.780] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:21.046] [mlr3] Finished benchmark
## INFO [13:20:21.063] [bbotk] Result of batch 128:
## INFO [13:20:21.064] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:21.064] [bbotk] 8.821099 linear 0.6957547 0 0 0.263
## INFO [13:20:21.064] [bbotk] uhash
## INFO [13:20:21.064] [bbotk] 4950018f-67b4-4504-bc3f-dd39d2dd77e5
## INFO [13:20:21.066] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:21.070] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:21.072] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:21.215] [mlr3] Finished benchmark
## INFO [13:20:21.228] [bbotk] Result of batch 129:
## INFO [13:20:21.230] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:21.230] [bbotk] 18.3304 radial 0.6320755 0 0 0.139
## INFO [13:20:21.230] [bbotk] uhash
## INFO [13:20:21.230] [bbotk] 45d4c446-248c-46d9-b14e-22f66948064d
## INFO [13:20:21.231] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:21.235] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:21.238] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:21.391] [mlr3] Finished benchmark
## INFO [13:20:21.405] [bbotk] Result of batch 130:
## INFO [13:20:21.406] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:21.406] [bbotk] 2.833965 linear 0.6910377 0 0 0.149
## INFO [13:20:21.406] [bbotk] uhash
## INFO [13:20:21.406] [bbotk] 12e6e13a-04f2-4824-8937-da83cbf4385e
## INFO [13:20:21.408] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:21.412] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:21.415] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:21.573] [mlr3] Finished benchmark
## INFO [13:20:21.588] [bbotk] Result of batch 131:
## INFO [13:20:21.589] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:21.589] [bbotk] 14.43352 radial 0.6367925 0 0 0.154
## INFO [13:20:21.589] [bbotk] uhash
## INFO [13:20:21.589] [bbotk] 063e7d63-0402-418b-af2b-680a53cc7c81
## INFO [13:20:21.591] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:21.595] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:21.598] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:22.553] [mlr3] Finished benchmark
## INFO [13:20:22.566] [bbotk] Result of batch 132:
## INFO [13:20:22.568] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:22.568] [bbotk] 45.41923 linear 0.6933962 0 0 0.951
## INFO [13:20:22.568] [bbotk] uhash
## INFO [13:20:22.568] [bbotk] b88401ac-889d-47a2-9cb1-82995a98490c
## INFO [13:20:22.569] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:22.574] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:22.576] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:22.716] [mlr3] Finished benchmark
## INFO [13:20:22.733] [bbotk] Result of batch 133:
## INFO [13:20:22.734] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:22.734] [bbotk] 13.60077 radial 0.634434 0 0 0.136
## INFO [13:20:22.734] [bbotk] uhash
## INFO [13:20:22.734] [bbotk] 6763d40e-e50d-4a25-aa8d-85ec06924f9d
## INFO [13:20:22.737] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:22.741] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:22.744] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:23.578] [mlr3] Finished benchmark
## INFO [13:20:23.590] [bbotk] Result of batch 134:
## INFO [13:20:23.592] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:23.592] [bbotk] 45.46594 linear 0.6957547 0 0 0.831
## INFO [13:20:23.592] [bbotk] uhash
## INFO [13:20:23.592] [bbotk] fc81ba4f-5191-45e4-913d-605b815b729f
## INFO [13:20:23.593] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:23.597] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:23.599] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:23.799] [mlr3] Finished benchmark
## INFO [13:20:23.811] [bbotk] Result of batch 135:
## INFO [13:20:23.812] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:23.812] [bbotk] 5.192699 linear 0.6933962 0 0 0.196
## INFO [13:20:23.812] [bbotk] uhash
## INFO [13:20:23.812] [bbotk] dad63084-ce76-4571-9ac8-d4419a4b8f5c
## INFO [13:20:23.814] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:23.818] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:23.821] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:24.604] [mlr3] Finished benchmark
## INFO [13:20:24.618] [bbotk] Result of batch 136:
## INFO [13:20:24.619] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:24.619] [bbotk] 36.43334 linear 0.6910377 0 0 0.778
## INFO [13:20:24.619] [bbotk] uhash
## INFO [13:20:24.619] [bbotk] db967f8b-b66b-4e86-8e74-6e4c92d86b86
## INFO [13:20:24.620] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:24.624] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:24.627] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:24.758] [mlr3] Finished benchmark
## INFO [13:20:24.771] [bbotk] Result of batch 137:
## INFO [13:20:24.773] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:24.773] [bbotk] 10.69691 radial 0.6367925 0 0 0.128
## INFO [13:20:24.773] [bbotk] uhash
## INFO [13:20:24.773] [bbotk] f94bbb5c-de79-4c11-ab4b-61cac98e47e5
## INFO [13:20:24.774] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:24.779] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:24.781] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:24.925] [mlr3] Finished benchmark
## INFO [13:20:24.940] [bbotk] Result of batch 138:
## INFO [13:20:24.944] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:24.944] [bbotk] 13.29502 radial 0.6320755 0 0 0.14
## INFO [13:20:24.944] [bbotk] uhash
## INFO [13:20:24.944] [bbotk] a73fb971-1e95-4fef-931c-b4d6e9ee67a9
## INFO [13:20:24.947] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:24.952] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:24.956] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:25.182] [mlr3] Finished benchmark
## INFO [13:20:25.196] [bbotk] Result of batch 139:
## INFO [13:20:25.198] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:25.198] [bbotk] 48.8657 radial 0.6509434 0 0 0.222
## INFO [13:20:25.198] [bbotk] uhash
## INFO [13:20:25.198] [bbotk] e681b33b-5a25-4640-97b7-5a462c2cc578
## INFO [13:20:25.199] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:25.204] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:25.207] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:26.194] [mlr3] Finished benchmark
## INFO [13:20:26.208] [bbotk] Result of batch 140:
## INFO [13:20:26.210] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:26.210] [bbotk] 47.008 linear 0.6957547 0 0 0.982
## INFO [13:20:26.210] [bbotk] uhash
## INFO [13:20:26.210] [bbotk] 46b35cb0-d67b-4bf0-b34a-21374e33f3bd
## INFO [13:20:26.211] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:26.215] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:26.218] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:26.595] [mlr3] Finished benchmark
## INFO [13:20:26.609] [bbotk] Result of batch 141:
## INFO [13:20:26.610] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:26.610] [bbotk] 14.99172 linear 0.6886792 0 0 0.371
## INFO [13:20:26.610] [bbotk] uhash
## INFO [13:20:26.610] [bbotk] d15a00b7-846b-446c-99c9-c6fbc2c87498
## INFO [13:20:26.612] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:26.616] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:26.619] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:26.745] [mlr3] Finished benchmark
## INFO [13:20:26.758] [bbotk] Result of batch 142:
## INFO [13:20:26.759] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:26.759] [bbotk] 6.29324 radial 0.6462264 0 0 0.122
## INFO [13:20:26.759] [bbotk] uhash
## INFO [13:20:26.759] [bbotk] b8e1d380-e44f-495c-8d95-a0312f556e69
## INFO [13:20:26.761] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:26.765] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:26.768] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:26.988] [mlr3] Finished benchmark
## INFO [13:20:27.007] [bbotk] Result of batch 143:
## INFO [13:20:27.008] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:27.008] [bbotk] 47.22741 radial 0.6533019 0 0 0.217
## INFO [13:20:27.008] [bbotk] uhash
## INFO [13:20:27.008] [bbotk] 8cac95a9-c623-4524-adca-d736d4e180a0
## INFO [13:20:27.010] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:27.014] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:27.017] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:27.162] [mlr3] Finished benchmark
## INFO [13:20:27.175] [bbotk] Result of batch 144:
## INFO [13:20:27.176] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:27.176] [bbotk] 17.03159 radial 0.634434 0 0 0.141
## INFO [13:20:27.176] [bbotk] uhash
## INFO [13:20:27.176] [bbotk] f7218d95-b683-40f8-a592-b56307cdab9a
## INFO [13:20:27.177] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:27.181] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:27.183] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:28.223] [mlr3] Finished benchmark
## INFO [13:20:28.236] [bbotk] Result of batch 145:
## INFO [13:20:28.237] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:28.237] [bbotk] 49.48889 linear 0.6910377 0 0 1.037
## INFO [13:20:28.237] [bbotk] uhash
## INFO [13:20:28.237] [bbotk] ee8c9b76-9cf0-4e42-b4da-55602c7140d9
## INFO [13:20:28.239] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:28.243] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:28.250] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:28.550] [mlr3] Finished benchmark
## INFO [13:20:28.564] [bbotk] Result of batch 146:
## INFO [13:20:28.565] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:28.565] [bbotk] 11.58405 linear 0.6886792 0 0 0.295
## INFO [13:20:28.565] [bbotk] uhash
## INFO [13:20:28.565] [bbotk] 499d79fc-4f0e-4aa4-a9ba-8da2e514a3df
## INFO [13:20:28.567] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:28.571] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:28.573] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:28.721] [mlr3] Finished benchmark
## INFO [13:20:28.735] [bbotk] Result of batch 147:
## INFO [13:20:28.737] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:28.737] [bbotk] 13.78 radial 0.6320755 0 0 0.144
## INFO [13:20:28.737] [bbotk] uhash
## INFO [13:20:28.737] [bbotk] f2a7d7ce-dfe7-4f97-8ec2-3e135dafae61
## INFO [13:20:28.738] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:28.743] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:28.745] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:28.907] [mlr3] Finished benchmark
## INFO [13:20:28.922] [bbotk] Result of batch 148:
## INFO [13:20:28.923] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:28.923] [bbotk] 19.43486 radial 0.6320755 0 0 0.158
## INFO [13:20:28.923] [bbotk] uhash
## INFO [13:20:28.923] [bbotk] 8f3494e0-477a-4c23-916b-9e98a7e21ef2
## INFO [13:20:28.925] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:28.929] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:28.932] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:29.593] [mlr3] Finished benchmark
## INFO [13:20:29.605] [bbotk] Result of batch 149:
## INFO [13:20:29.606] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:29.606] [bbotk] 31.51387 linear 0.6981132 0 0 0.658
## INFO [13:20:29.606] [bbotk] uhash
## INFO [13:20:29.606] [bbotk] ffbde6c5-b3c6-4408-acdf-96bb267f0955
## INFO [13:20:29.608] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:29.612] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:29.614] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:29.764] [mlr3] Finished benchmark
## INFO [13:20:29.782] [bbotk] Result of batch 150:
## INFO [13:20:29.784] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:29.784] [bbotk] 1.543861 linear 0.6957547 0 0 0.147
## INFO [13:20:29.784] [bbotk] uhash
## INFO [13:20:29.784] [bbotk] 5b5cadaa-e435-449f-8d7f-a2f742345341
## INFO [13:20:29.785] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:29.790] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:29.792] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:30.001] [mlr3] Finished benchmark
## INFO [13:20:30.014] [bbotk] Result of batch 151:
## INFO [13:20:30.016] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:30.016] [bbotk] 36.49689 radial 0.6509434 0 0 0.206
## INFO [13:20:30.016] [bbotk] uhash
## INFO [13:20:30.016] [bbotk] 7db77380-eed5-4876-bd5d-6943b636f9cb
## INFO [13:20:30.017] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:30.021] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:30.024] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:30.195] [mlr3] Finished benchmark
## INFO [13:20:30.208] [bbotk] Result of batch 152:
## INFO [13:20:30.209] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:30.209] [bbotk] 3.490162 linear 0.6957547 0 0 0.166
## INFO [13:20:30.209] [bbotk] uhash
## INFO [13:20:30.209] [bbotk] b4bfb264-2698-456c-8e65-5f70040338b0
## INFO [13:20:30.211] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:30.215] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:30.218] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:30.318] [mlr3] Finished benchmark
## INFO [13:20:30.336] [bbotk] Result of batch 153:
## INFO [13:20:30.337] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:30.337] [bbotk] 0.656076 linear 0.6933962 0 0 0.096
## INFO [13:20:30.337] [bbotk] uhash
## INFO [13:20:30.337] [bbotk] ff36661c-6511-4048-a8eb-7b78a92c6fe6
## INFO [13:20:30.339] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:30.343] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:30.346] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:30.566] [mlr3] Finished benchmark
## INFO [13:20:30.580] [bbotk] Result of batch 154:
## INFO [13:20:30.581] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:30.581] [bbotk] 46.32428 radial 0.6509434 0 0 0.216
## INFO [13:20:30.581] [bbotk] uhash
## INFO [13:20:30.581] [bbotk] 9d818a7c-28e5-46fe-9cfc-754f82ae76f3
## INFO [13:20:30.583] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:30.586] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:30.589] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:30.664] [mlr3] Finished benchmark
## INFO [13:20:30.676] [bbotk] Result of batch 155:
## INFO [13:20:30.678] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:30.678] [bbotk] 0.1945786 linear 0.6933962 0 0 0.071
## INFO [13:20:30.678] [bbotk] uhash
## INFO [13:20:30.678] [bbotk] 211a4e81-598f-4a6a-9697-b1aaae083712
## INFO [13:20:30.679] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:30.683] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:30.686] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:31.443] [mlr3] Finished benchmark
## INFO [13:20:31.461] [bbotk] Result of batch 156:
## INFO [13:20:31.463] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:31.463] [bbotk] 31.22359 linear 0.6910377 0 0 0.754
## INFO [13:20:31.463] [bbotk] uhash
## INFO [13:20:31.463] [bbotk] 8f610e6e-95b5-4291-9dee-3f17503d0bc6
## INFO [13:20:31.466] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:31.472] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:31.475] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:31.626] [mlr3] Finished benchmark
## INFO [13:20:31.639] [bbotk] Result of batch 157:
## INFO [13:20:31.640] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:31.640] [bbotk] 16.9216 radial 0.634434 0 0 0.146
## INFO [13:20:31.640] [bbotk] uhash
## INFO [13:20:31.640] [bbotk] d268ec22-558c-4524-b935-80c7d1a2216c
## INFO [13:20:31.641] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:31.645] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:31.648] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:32.115] [mlr3] Finished benchmark
## INFO [13:20:32.128] [bbotk] Result of batch 158:
## INFO [13:20:32.129] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:32.129] [bbotk] 22.1444 linear 0.6981132 0 0 0.463
## INFO [13:20:32.129] [bbotk] uhash
## INFO [13:20:32.129] [bbotk] 0be4f262-eb03-442b-b4d0-6adac7215439
## INFO [13:20:32.130] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:32.134] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:32.136] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:32.330] [mlr3] Finished benchmark
## INFO [13:20:32.346] [bbotk] Result of batch 159:
## INFO [13:20:32.348] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:32.348] [bbotk] 4.695539 linear 0.6910377 0 0 0.19
## INFO [13:20:32.348] [bbotk] uhash
## INFO [13:20:32.348] [bbotk] 74233695-6ec1-45be-a459-8c316d4b2d76
## INFO [13:20:32.350] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:32.356] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:32.359] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:32.716] [mlr3] Finished benchmark
## INFO [13:20:32.729] [bbotk] Result of batch 160:
## INFO [13:20:32.731] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:32.731] [bbotk] 11.80875 linear 0.6910377 0 0 0.352
## INFO [13:20:32.731] [bbotk] uhash
## INFO [13:20:32.731] [bbotk] a23918d9-d1fa-4ed1-acee-5901c3ecc3d5
## INFO [13:20:32.732] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:32.736] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:32.739] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:32.875] [mlr3] Finished benchmark
## INFO [13:20:32.887] [bbotk] Result of batch 161:
## INFO [13:20:32.888] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:32.888] [bbotk] 14.89916 radial 0.6367925 0 0 0.132
## INFO [13:20:32.888] [bbotk] uhash
## INFO [13:20:32.888] [bbotk] dac8eaeb-6913-4dbe-9f06-85a19bd2773a
## INFO [13:20:32.889] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:32.893] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:32.896] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:33.018] [mlr3] Finished benchmark
## INFO [13:20:33.030] [bbotk] Result of batch 162:
## INFO [13:20:33.031] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:33.031] [bbotk] 2.180012 linear 0.6910377 0 0 0.119
## INFO [13:20:33.031] [bbotk] uhash
## INFO [13:20:33.031] [bbotk] db6123b6-45c0-4c4a-89d8-a42567548b02
## INFO [13:20:33.033] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:33.037] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:33.039] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:33.594] [mlr3] Finished benchmark
## INFO [13:20:33.610] [bbotk] Result of batch 163:
## INFO [13:20:33.612] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:33.612] [bbotk] 26.34784 linear 0.6910377 0 0 0.551
## INFO [13:20:33.612] [bbotk] uhash
## INFO [13:20:33.612] [bbotk] 581506ae-8f0e-48c4-b2cf-ace9ae784595
## INFO [13:20:33.613] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:33.617] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:33.620] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:33.746] [mlr3] Finished benchmark
## INFO [13:20:33.760] [bbotk] Result of batch 164:
## INFO [13:20:33.761] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:33.761] [bbotk] 7.904247 radial 0.6462264 0 0 0.123
## INFO [13:20:33.761] [bbotk] uhash
## INFO [13:20:33.761] [bbotk] b003a79a-2b16-4cd2-93b7-bbd4b57a3e49
## INFO [13:20:33.763] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:33.767] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:33.769] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:33.985] [mlr3] Finished benchmark
## INFO [13:20:33.998] [bbotk] Result of batch 165:
## INFO [13:20:33.999] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:33.999] [bbotk] 39.42597 radial 0.6509434 0 0 0.212
## INFO [13:20:33.999] [bbotk] uhash
## INFO [13:20:33.999] [bbotk] 7c3291e5-f523-4ca5-bb88-32942de0ffd0
## INFO [13:20:34.001] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:34.004] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:34.007] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:34.526] [mlr3] Finished benchmark
## INFO [13:20:34.542] [bbotk] Result of batch 166:
## INFO [13:20:34.543] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:34.543] [bbotk] 23.07579 linear 0.6863208 0 0 0.516
## INFO [13:20:34.543] [bbotk] uhash
## INFO [13:20:34.543] [bbotk] bf141808-27b1-440e-b6b6-611e2e444619
## INFO [13:20:34.545] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:34.549] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:34.551] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:34.684] [mlr3] Finished benchmark
## INFO [13:20:34.696] [bbotk] Result of batch 167:
## INFO [13:20:34.697] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:34.697] [bbotk] 13.49341 radial 0.6367925 0 0 0.13
## INFO [13:20:34.697] [bbotk] uhash
## INFO [13:20:34.697] [bbotk] c1b5a154-aebb-4662-9c74-0968749b02b6
## INFO [13:20:34.699] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:34.703] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:34.705] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:34.850] [mlr3] Finished benchmark
## INFO [13:20:34.861] [bbotk] Result of batch 168:
## INFO [13:20:34.862] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:34.862] [bbotk] 16.21272 radial 0.6367925 0 0 0.141
## INFO [13:20:34.862] [bbotk] uhash
## INFO [13:20:34.862] [bbotk] 882f3532-08f6-446a-a6a1-c1cb409d17e5
## INFO [13:20:34.864] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:34.868] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:34.870] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:35.534] [mlr3] Finished benchmark
## INFO [13:20:35.551] [bbotk] Result of batch 169:
## INFO [13:20:35.553] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:35.553] [bbotk] 33.98552 linear 0.6910377 0 0 0.66
## INFO [13:20:35.553] [bbotk] uhash
## INFO [13:20:35.553] [bbotk] 5a200c15-2d38-4dca-8265-907d88206ee0
## INFO [13:20:35.554] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:35.558] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:35.560] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:35.728] [mlr3] Finished benchmark
## INFO [13:20:35.740] [bbotk] Result of batch 170:
## INFO [13:20:35.741] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:35.741] [bbotk] 31.47051 radial 0.6509434 0 0 0.165
## INFO [13:20:35.741] [bbotk] uhash
## INFO [13:20:35.741] [bbotk] 789cc889-7c92-4644-a571-4e9eba558da9
## INFO [13:20:35.743] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:35.746] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:35.749] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:35.853] [mlr3] Finished benchmark
## INFO [13:20:35.867] [bbotk] Result of batch 171:
## INFO [13:20:35.868] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:35.868] [bbotk] 3.141918 radial 0.6485849 0 0 0.1
## INFO [13:20:35.868] [bbotk] uhash
## INFO [13:20:35.868] [bbotk] 18bf971a-6056-4357-ae4a-45f51701b48d
## INFO [13:20:35.870] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:35.874] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:35.877] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:36.612] [mlr3] Finished benchmark
## INFO [13:20:36.629] [bbotk] Result of batch 172:
## INFO [13:20:36.630] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:36.630] [bbotk] 33.16387 linear 0.6957547 0 0 0.731
## INFO [13:20:36.630] [bbotk] uhash
## INFO [13:20:36.630] [bbotk] 0c2e5fac-8315-4a39-b115-2ea407a4912e
## INFO [13:20:36.632] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:36.635] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:36.638] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:36.810] [mlr3] Finished benchmark
## INFO [13:20:36.823] [bbotk] Result of batch 173:
## INFO [13:20:36.824] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:36.824] [bbotk] 4.545433 linear 0.6933962 0 0 0.168
## INFO [13:20:36.824] [bbotk] uhash
## INFO [13:20:36.824] [bbotk] a900bba8-93c1-4cf1-bea5-2e590dc9a9e5
## INFO [13:20:36.826] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:36.830] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:36.833] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:36.988] [mlr3] Finished benchmark
## INFO [13:20:37.002] [bbotk] Result of batch 174:
## INFO [13:20:37.003] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:37.003] [bbotk] 13.94159 radial 0.6367925 0 0 0.151
## INFO [13:20:37.003] [bbotk] uhash
## INFO [13:20:37.003] [bbotk] 5805eba2-4b4d-4bc9-8c4f-8cd2b9ffc8c5
## INFO [13:20:37.008] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:37.014] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:37.018] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:37.233] [mlr3] Finished benchmark
## INFO [13:20:37.246] [bbotk] Result of batch 175:
## INFO [13:20:37.247] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:37.247] [bbotk] 5.858634 linear 0.6933962 0 0 0.21
## INFO [13:20:37.247] [bbotk] uhash
## INFO [13:20:37.247] [bbotk] c12f6b03-aeab-42a0-897b-c6516b84135b
## INFO [13:20:37.248] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:37.252] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:37.255] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:37.951] [mlr3] Finished benchmark
## INFO [13:20:37.965] [bbotk] Result of batch 176:
## INFO [13:20:37.967] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:37.967] [bbotk] 30.07512 linear 0.6933962 0 0 0.691
## INFO [13:20:37.967] [bbotk] uhash
## INFO [13:20:37.967] [bbotk] 96fa0529-5775-4851-bcca-8a59d7106f93
## INFO [13:20:37.968] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:37.976] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:37.983] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:38.148] [mlr3] Finished benchmark
## INFO [13:20:38.171] [bbotk] Result of batch 177:
## INFO [13:20:38.173] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:38.173] [bbotk] 3.230372 linear 0.6910377 0 0 0.158
## INFO [13:20:38.173] [bbotk] uhash
## INFO [13:20:38.173] [bbotk] a0f50c86-6208-4bc8-9267-c5b9f6be1d3f
## INFO [13:20:38.175] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:38.182] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:38.185] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:38.366] [mlr3] Finished benchmark
## INFO [13:20:38.380] [bbotk] Result of batch 178:
## INFO [13:20:38.382] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:38.382] [bbotk] 31.02756 radial 0.6485849 0 0 0.177
## INFO [13:20:38.382] [bbotk] uhash
## INFO [13:20:38.382] [bbotk] dac15b2d-9851-4dd6-a928-548755541901
## INFO [13:20:38.383] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:38.387] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:38.390] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:38.546] [mlr3] Finished benchmark
## INFO [13:20:38.558] [bbotk] Result of batch 179:
## INFO [13:20:38.559] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:38.559] [bbotk] 20.10554 radial 0.6391509 0 0 0.152
## INFO [13:20:38.559] [bbotk] uhash
## INFO [13:20:38.559] [bbotk] 1c203e80-88e4-4ad4-81d4-fa5c2c25b789
## INFO [13:20:38.561] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:38.565] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:38.567] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:39.059] [mlr3] Finished benchmark
## INFO [13:20:39.081] [bbotk] Result of batch 180:
## INFO [13:20:39.082] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:39.082] [bbotk] 20.13767 linear 0.6957547 0 0 0.488
## INFO [13:20:39.082] [bbotk] uhash
## INFO [13:20:39.082] [bbotk] 576bd68f-fa7d-4906-a3de-669e5d32e589
## INFO [13:20:39.084] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:39.088] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:39.091] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:39.230] [mlr3] Finished benchmark
## INFO [13:20:39.243] [bbotk] Result of batch 181:
## INFO [13:20:39.244] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:39.244] [bbotk] 13.67103 radial 0.629717 0 0 0.136
## INFO [13:20:39.244] [bbotk] uhash
## INFO [13:20:39.244] [bbotk] 3dd2f9f0-71be-4ab3-a986-f90bcc1159e0
## INFO [13:20:39.245] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:39.250] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:39.252] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:39.805] [mlr3] Finished benchmark
## INFO [13:20:39.819] [bbotk] Result of batch 182:
## INFO [13:20:39.820] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:39.820] [bbotk] 24.87023 linear 0.6910377 0 0 0.551
## INFO [13:20:39.820] [bbotk] uhash
## INFO [13:20:39.820] [bbotk] 30c6e24e-0ab3-4389-9c11-cbe46a5fd877
## INFO [13:20:39.822] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:39.826] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:39.829] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:40.254] [mlr3] Finished benchmark
## INFO [13:20:40.272] [bbotk] Result of batch 183:
## INFO [13:20:40.273] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:40.273] [bbotk] 16.40419 linear 0.6957547 0 0 0.421
## INFO [13:20:40.273] [bbotk] uhash
## INFO [13:20:40.273] [bbotk] f745ca44-cdb2-4b52-a5a2-595d6a80c85b
## INFO [13:20:40.275] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:40.279] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:40.281] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:40.493] [mlr3] Finished benchmark
## INFO [13:20:40.507] [bbotk] Result of batch 184:
## INFO [13:20:40.509] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:40.509] [bbotk] 42.1496 radial 0.6485849 0 0 0.208
## INFO [13:20:40.509] [bbotk] uhash
## INFO [13:20:40.509] [bbotk] c58b445c-85f7-416a-8c8e-5f1c044cac2b
## INFO [13:20:40.510] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:40.514] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:40.517] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:40.675] [mlr3] Finished benchmark
## INFO [13:20:40.688] [bbotk] Result of batch 185:
## INFO [13:20:40.693] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:40.693] [bbotk] 19.36443 radial 0.6415094 0 0 0.154
## INFO [13:20:40.693] [bbotk] uhash
## INFO [13:20:40.693] [bbotk] 83b879a9-43ff-4b1b-90d5-f50afda62822
## INFO [13:20:40.695] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:40.701] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:40.705] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:41.061] [mlr3] Finished benchmark
## INFO [13:20:41.076] [bbotk] Result of batch 186:
## INFO [13:20:41.077] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:41.077] [bbotk] 12.81217 linear 0.6957547 0 0 0.351
## INFO [13:20:41.077] [bbotk] uhash
## INFO [13:20:41.077] [bbotk] 190e6d6b-2c65-430a-a9d6-632744c963ac
## INFO [13:20:41.079] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:41.084] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:41.087] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:41.319] [mlr3] Finished benchmark
## INFO [13:20:41.333] [bbotk] Result of batch 187:
## INFO [13:20:41.334] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:41.334] [bbotk] 46.82847 radial 0.6462264 0 0 0.228
## INFO [13:20:41.334] [bbotk] uhash
## INFO [13:20:41.334] [bbotk] 71d63e6b-fbff-4521-b57e-1f4e289256ed
## INFO [13:20:41.336] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:41.340] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:41.342] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:41.631] [mlr3] Finished benchmark
## INFO [13:20:41.647] [bbotk] Result of batch 188:
## INFO [13:20:41.648] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:41.648] [bbotk] 9.194618 linear 0.6910377 0 0 0.285
## INFO [13:20:41.648] [bbotk] uhash
## INFO [13:20:41.648] [bbotk] 929eba83-8b71-4271-993d-e920c43d0aeb
## INFO [13:20:41.649] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:41.653] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:41.656] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:41.785] [mlr3] Finished benchmark
## INFO [13:20:41.797] [bbotk] Result of batch 189:
## INFO [13:20:41.798] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:41.798] [bbotk] 12.82007 radial 0.6320755 0 0 0.125
## INFO [13:20:41.798] [bbotk] uhash
## INFO [13:20:41.798] [bbotk] 07c091b9-fd3e-4dbd-9e29-ffadc3c387e2
## INFO [13:20:41.800] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:41.804] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:41.806] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:41.977] [mlr3] Finished benchmark
## INFO [13:20:41.990] [bbotk] Result of batch 190:
## INFO [13:20:41.992] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:41.992] [bbotk] 21.73033 radial 0.6320755 0 0 0.168
## INFO [13:20:41.992] [bbotk] uhash
## INFO [13:20:41.992] [bbotk] 362fc383-bb74-4fef-b341-a79d883ca75d
## INFO [13:20:41.993] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:41.997] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:42.000] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:42.196] [mlr3] Finished benchmark
## INFO [13:20:42.212] [bbotk] Result of batch 191:
## INFO [13:20:42.213] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:42.213] [bbotk] 31.57983 radial 0.6509434 0 0 0.192
## INFO [13:20:42.213] [bbotk] uhash
## INFO [13:20:42.213] [bbotk] ee71a3b7-80ed-4eb1-98ee-70fd0a489732
## INFO [13:20:42.215] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:42.219] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:42.222] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:42.328] [mlr3] Finished benchmark
## INFO [13:20:42.340] [bbotk] Result of batch 192:
## INFO [13:20:42.342] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:42.342] [bbotk] 1.293998 linear 0.6957547 0 0 0.102
## INFO [13:20:42.342] [bbotk] uhash
## INFO [13:20:42.342] [bbotk] 7cda50f9-ddaf-43d7-abcc-cef117f139ee
## INFO [13:20:42.343] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:42.347] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:42.350] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:43.214] [mlr3] Finished benchmark
## INFO [13:20:43.230] [bbotk] Result of batch 193:
## INFO [13:20:43.231] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:43.231] [bbotk] 44.35826 linear 0.6957547 0 0 0.858
## INFO [13:20:43.231] [bbotk] uhash
## INFO [13:20:43.231] [bbotk] 9e9f62ef-1474-44f1-b240-b5f2ce9f6aba
## INFO [13:20:43.233] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:43.237] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:43.239] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:43.441] [mlr3] Finished benchmark
## INFO [13:20:43.456] [bbotk] Result of batch 194:
## INFO [13:20:43.457] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:43.457] [bbotk] 37.72823 radial 0.6509434 0 0 0.196
## INFO [13:20:43.457] [bbotk] uhash
## INFO [13:20:43.457] [bbotk] f4d53b1c-1449-45e1-afb7-940cfbdb68a6
## INFO [13:20:43.458] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:43.463] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:43.467] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:43.810] [mlr3] Finished benchmark
## INFO [13:20:43.823] [bbotk] Result of batch 195:
## INFO [13:20:43.824] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:43.824] [bbotk] 11.74546 linear 0.6933962 0 0 0.34
## INFO [13:20:43.824] [bbotk] uhash
## INFO [13:20:43.824] [bbotk] d0973a54-e05b-4c92-bc54-643fb21ea9d3
## INFO [13:20:43.825] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:43.830] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:43.833] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:43.967] [mlr3] Finished benchmark
## INFO [13:20:43.983] [bbotk] Result of batch 196:
## INFO [13:20:43.985] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:43.985] [bbotk] 10.72016 radial 0.634434 0 0 0.131
## INFO [13:20:43.985] [bbotk] uhash
## INFO [13:20:43.985] [bbotk] 386ab97b-0ad1-4c53-ad14-2722d8ced762
## INFO [13:20:43.986] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:43.990] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:43.993] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:44.779] [mlr3] Finished benchmark
## INFO [13:20:44.793] [bbotk] Result of batch 197:
## INFO [13:20:44.794] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:44.794] [bbotk] 39.5525 linear 0.6933962 0 0 0.783
## INFO [13:20:44.794] [bbotk] uhash
## INFO [13:20:44.794] [bbotk] 84390eef-080a-4101-b551-70d5a2498e7e
## INFO [13:20:44.797] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:44.802] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:44.805] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:45.040] [mlr3] Finished benchmark
## INFO [13:20:45.057] [bbotk] Result of batch 198:
## INFO [13:20:45.058] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:45.058] [bbotk] 49.15589 radial 0.6509434 0 0 0.23
## INFO [13:20:45.058] [bbotk] uhash
## INFO [13:20:45.058] [bbotk] a3691f91-2a6b-4009-b200-7524f4f22a63
## INFO [13:20:45.060] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:45.064] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:45.067] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:45.284] [mlr3] Finished benchmark
## INFO [13:20:45.297] [bbotk] Result of batch 199:
## INFO [13:20:45.298] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:45.298] [bbotk] 41.44674 radial 0.6485849 0 0 0.215
## INFO [13:20:45.298] [bbotk] uhash
## INFO [13:20:45.298] [bbotk] 7b86b502-9174-4a16-8ad3-ace8214ce616
## INFO [13:20:45.300] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:45.304] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:45.306] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:45.909] [mlr3] Finished benchmark
## INFO [13:20:45.931] [bbotk] Result of batch 200:
## INFO [13:20:45.933] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:45.933] [bbotk] 29.6373 linear 0.6933962 0 0 0.599
## INFO [13:20:45.933] [bbotk] uhash
## INFO [13:20:45.933] [bbotk] 74318c87-ef61-476a-8d81-acb520604f0b
## INFO [13:20:45.938] [bbotk] Finished optimizing after 200 evaluation(s)
## INFO [13:20:45.938] [bbotk] Result:
## INFO [13:20:45.939] [bbotk] cost kernel learner_param_vals x_domain classif.acc
## INFO [13:20:45.939] [bbotk] <num> <char> <list> <list> <num>
## INFO [13:20:45.939] [bbotk] 40.72775 linear <list[3]> <list[2]> 0.6981132
## INFO [13:19:22.776] [mlr3] Applying learner 'classif.svm.tuned' on task 'drugs-data' (iter 4/4)
## INFO [13:19:22.842] [bbotk] Starting to optimize 2 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals> [n_evals=200, k=0]'
## INFO [13:19:22.848] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:22.853] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:22.856] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:22.978] [mlr3] Finished benchmark
## INFO [13:19:22.993] [bbotk] Result of batch 1:
## INFO [13:19:22.996] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:22.996] [bbotk] 0.1361589 linear 0.6816038 0 0 0.118
## INFO [13:19:22.996] [bbotk] uhash
## INFO [13:19:22.996] [bbotk] 8cac5ce6-b1ac-42de-b65f-e9ef9581d0f1
## INFO [13:19:23.001] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.005] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.008] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.198] [mlr3] Finished benchmark
## INFO [13:19:23.232] [bbotk] Result of batch 2:
## INFO [13:19:23.234] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:23.234] [bbotk] 7.092118 radial 0.6320755 0 0 0.184
## INFO [13:19:23.234] [bbotk] uhash
## INFO [13:19:23.234] [bbotk] 4bd2f28e-c56a-4589-8776-240aefc15eb3
## INFO [13:19:23.237] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.242] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.246] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:23.455] [mlr3] Finished benchmark
## INFO [13:19:23.477] [bbotk] Result of batch 3:
## INFO [13:19:23.478] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:23.478] [bbotk] 9.653508 radial 0.6226415 0 0 0.204
## INFO [13:19:23.478] [bbotk] uhash
## INFO [13:19:23.478] [bbotk] 2f44aec2-c5cf-4a42-9be0-019ffe55a460
## INFO [13:19:23.480] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:23.485] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:23.488] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:24.847] [mlr3] Finished benchmark
## INFO [13:19:24.879] [bbotk] Result of batch 4:
## INFO [13:19:24.881] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:24.881] [bbotk] 49.10584 linear 0.6792453 0 0 1.348
## INFO [13:19:24.881] [bbotk] uhash
## INFO [13:19:24.881] [bbotk] 68fb66b4-5724-4b57-8b75-260dd550e19c
## INFO [13:19:24.883] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:24.896] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:24.900] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.049] [mlr3] Finished benchmark
## INFO [13:19:25.075] [bbotk] Result of batch 5:
## INFO [13:19:25.076] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:25.076] [bbotk] 5.630587 radial 0.634434 0 0 0.145
## INFO [13:19:25.076] [bbotk] uhash
## INFO [13:19:25.076] [bbotk] 0bee901c-8a53-4d04-8adb-375939ff3a75
## INFO [13:19:25.079] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.091] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.099] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.291] [mlr3] Finished benchmark
## INFO [13:19:25.307] [bbotk] Result of batch 6:
## INFO [13:19:25.309] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:25.309] [bbotk] 0.1482031 radial 0.6792453 0 0 0.163
## INFO [13:19:25.309] [bbotk] uhash
## INFO [13:19:25.309] [bbotk] 4273afab-5734-4cdf-ad47-3905e96b8ff4
## INFO [13:19:25.312] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.325] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.333] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.585] [mlr3] Finished benchmark
## INFO [13:19:25.610] [bbotk] Result of batch 7:
## INFO [13:19:25.613] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:25.613] [bbotk] 30.76115 radial 0.6014151 0 0 0.247
## INFO [13:19:25.613] [bbotk] uhash
## INFO [13:19:25.613] [bbotk] 40dd63fc-1fc8-4c70-a2b0-cbdf23b28d95
## INFO [13:19:25.617] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.622] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.629] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:25.833] [mlr3] Finished benchmark
## INFO [13:19:25.850] [bbotk] Result of batch 8:
## INFO [13:19:25.853] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:25.853] [bbotk] 18.168 radial 0.6108491 0 0 0.197
## INFO [13:19:25.853] [bbotk] uhash
## INFO [13:19:25.853] [bbotk] adfeb29c-f76d-4e63-ab32-1061fcca8e77
## INFO [13:19:25.857] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:25.862] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:25.865] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:26.095] [mlr3] Finished benchmark
## INFO [13:19:26.110] [bbotk] Result of batch 9:
## INFO [13:19:26.112] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:26.112] [bbotk] 29.1036 radial 0.5966981 0 0 0.224
## INFO [13:19:26.112] [bbotk] uhash
## INFO [13:19:26.112] [bbotk] 1bb5d05b-0136-4661-8cc6-6784d9565104
## INFO [13:19:26.113] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:26.118] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:26.121] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:26.284] [mlr3] Finished benchmark
## INFO [13:19:26.309] [bbotk] Result of batch 10:
## INFO [13:19:26.311] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:26.311] [bbotk] 6.56609 radial 0.634434 0 0 0.158
## INFO [13:19:26.311] [bbotk] uhash
## INFO [13:19:26.311] [bbotk] ef0ddf15-ae1f-447a-b813-0d8d94c0f67f
## INFO [13:19:26.313] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:26.319] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:26.322] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:26.472] [mlr3] Finished benchmark
## INFO [13:19:26.490] [bbotk] Result of batch 11:
## INFO [13:19:26.491] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:26.491] [bbotk] 9.979786 radial 0.6273585 0 0 0.144
## INFO [13:19:26.491] [bbotk] uhash
## INFO [13:19:26.491] [bbotk] 54206ec8-0319-4456-bb6f-d753dac15bce
## INFO [13:19:26.493] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:26.498] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:26.505] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:26.896] [mlr3] Finished benchmark
## INFO [13:19:26.917] [bbotk] Result of batch 12:
## INFO [13:19:26.918] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:26.918] [bbotk] 24.72888 radial 0.5990566 0 0 0.384
## INFO [13:19:26.918] [bbotk] uhash
## INFO [13:19:26.918] [bbotk] 1107932b-f57b-4587-a232-644c7450fb87
## INFO [13:19:26.920] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:26.925] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:26.928] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:28.048] [mlr3] Finished benchmark
## INFO [13:19:28.072] [bbotk] Result of batch 13:
## INFO [13:19:28.074] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:28.074] [bbotk] 43.16557 linear 0.6792453 0 0 1.111
## INFO [13:19:28.074] [bbotk] uhash
## INFO [13:19:28.074] [bbotk] 1e35c284-0a75-4778-b78c-342f01cfcf2e
## INFO [13:19:28.082] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:28.096] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:28.103] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:29.230] [mlr3] Finished benchmark
## INFO [13:19:29.250] [bbotk] Result of batch 14:
## INFO [13:19:29.251] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:29.251] [bbotk] 47.36845 linear 0.6768868 0 0 1.122
## INFO [13:19:29.251] [bbotk] uhash
## INFO [13:19:29.251] [bbotk] cc0c7af0-29bd-4f5c-9ec0-f4ba24eadd88
## INFO [13:19:29.253] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:29.259] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:29.262] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:29.502] [mlr3] Finished benchmark
## INFO [13:19:29.536] [bbotk] Result of batch 15:
## INFO [13:19:29.537] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:29.537] [bbotk] 44.92679 radial 0.5966981 0 0 0.235
## INFO [13:19:29.537] [bbotk] uhash
## INFO [13:19:29.537] [bbotk] 8c08c4fe-5a6f-4b26-adb7-38ab642a3ff9
## INFO [13:19:29.540] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:29.546] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:29.549] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:29.717] [mlr3] Finished benchmark
## INFO [13:19:29.732] [bbotk] Result of batch 16:
## INFO [13:19:29.734] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:29.734] [bbotk] 16.44412 radial 0.6132075 0 0 0.163
## INFO [13:19:29.734] [bbotk] uhash
## INFO [13:19:29.734] [bbotk] cc86ac3e-365c-4497-b932-7107e97d17dc
## INFO [13:19:29.736] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:29.741] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:29.744] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:30.665] [mlr3] Finished benchmark
## INFO [13:19:30.680] [bbotk] Result of batch 17:
## INFO [13:19:30.682] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:30.682] [bbotk] 36.86297 linear 0.6768868 0 0 0.917
## INFO [13:19:30.682] [bbotk] uhash
## INFO [13:19:30.682] [bbotk] 757684b6-effd-4787-ad7a-d904e67c7408
## INFO [13:19:30.684] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:30.689] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:30.692] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:30.868] [mlr3] Finished benchmark
## INFO [13:19:30.882] [bbotk] Result of batch 18:
## INFO [13:19:30.884] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:30.884] [bbotk] 21.76077 radial 0.5966981 0 0 0.173
## INFO [13:19:30.884] [bbotk] uhash
## INFO [13:19:30.884] [bbotk] cd04c89f-9d9b-409c-bd23-8810a3fb216b
## INFO [13:19:30.886] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:30.891] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:30.894] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.061] [mlr3] Finished benchmark
## INFO [13:19:32.076] [bbotk] Result of batch 19:
## INFO [13:19:32.078] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.078] [bbotk] 46.39618 linear 0.6768868 0 0 1.16
## INFO [13:19:32.078] [bbotk] uhash
## INFO [13:19:32.078] [bbotk] 978ce203-39d2-4d3f-b378-bdbca9ec2200
## INFO [13:19:32.079] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.084] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.087] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.216] [mlr3] Finished benchmark
## INFO [13:19:32.232] [bbotk] Result of batch 20:
## INFO [13:19:32.234] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.234] [bbotk] 5.678338 radial 0.6462264 0 0 0.124
## INFO [13:19:32.234] [bbotk] uhash
## INFO [13:19:32.234] [bbotk] 4ff7a1b8-8c54-4e74-a412-5aa95967bc83
## INFO [13:19:32.236] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.241] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.244] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.349] [mlr3] Finished benchmark
## INFO [13:19:32.364] [bbotk] Result of batch 21:
## INFO [13:19:32.365] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.365] [bbotk] 0.4850929 radial 0.6863208 0 0 0.1
## INFO [13:19:32.365] [bbotk] uhash
## INFO [13:19:32.365] [bbotk] 5a76a355-8362-45be-b2f8-d654a0cae3d1
## INFO [13:19:32.367] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.372] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.375] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:32.694] [mlr3] Finished benchmark
## INFO [13:19:32.709] [bbotk] Result of batch 22:
## INFO [13:19:32.711] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:32.711] [bbotk] 8.97164 linear 0.6792453 0 0 0.314
## INFO [13:19:32.711] [bbotk] uhash
## INFO [13:19:32.711] [bbotk] 7bd2de11-8862-4b39-932c-cd5b14fa923f
## INFO [13:19:32.713] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:32.718] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:32.721] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:33.471] [mlr3] Finished benchmark
## INFO [13:19:33.487] [bbotk] Result of batch 23:
## INFO [13:19:33.489] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:33.489] [bbotk] 29.34576 linear 0.6768868 0 0 0.738
## INFO [13:19:33.489] [bbotk] uhash
## INFO [13:19:33.489] [bbotk] 60242464-fc29-43d8-a9d7-65513a9540e9
## INFO [13:19:33.491] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:33.495] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:33.499] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:33.623] [mlr3] Finished benchmark
## INFO [13:19:33.637] [bbotk] Result of batch 24:
## INFO [13:19:33.639] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:33.639] [bbotk] 5.496714 radial 0.634434 0 0 0.12
## INFO [13:19:33.639] [bbotk] uhash
## INFO [13:19:33.639] [bbotk] 656577ba-2a98-4857-85a3-f723aa851886
## INFO [13:19:33.640] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:33.645] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:33.648] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:34.708] [mlr3] Finished benchmark
## INFO [13:19:34.724] [bbotk] Result of batch 25:
## INFO [13:19:34.725] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:34.725] [bbotk] 43.49061 linear 0.6768868 0 0 1.056
## INFO [13:19:34.725] [bbotk] uhash
## INFO [13:19:34.725] [bbotk] 0ea346eb-9a62-4815-8d4e-914371b722e9
## INFO [13:19:34.728] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:34.733] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:34.736] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:35.799] [mlr3] Finished benchmark
## INFO [13:19:35.816] [bbotk] Result of batch 26:
## INFO [13:19:35.817] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:35.817] [bbotk] 40.81706 linear 0.6792453 0 0 1.04
## INFO [13:19:35.817] [bbotk] uhash
## INFO [13:19:35.817] [bbotk] ff6e0acc-db02-43e9-8730-7179fa8f5db7
## INFO [13:19:35.819] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:35.824] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:35.827] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:36.397] [mlr3] Finished benchmark
## INFO [13:19:36.412] [bbotk] Result of batch 27:
## INFO [13:19:36.414] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:36.414] [bbotk] 18.39709 linear 0.6792453 0 0 0.565
## INFO [13:19:36.414] [bbotk] uhash
## INFO [13:19:36.414] [bbotk] 776a8d5b-ab26-4c29-a81a-aee48709b97b
## INFO [13:19:36.416] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:36.420] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:36.424] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:36.612] [mlr3] Finished benchmark
## INFO [13:19:36.628] [bbotk] Result of batch 28:
## INFO [13:19:36.630] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:36.630] [bbotk] 24.84875 radial 0.6014151 0 0 0.185
## INFO [13:19:36.630] [bbotk] uhash
## INFO [13:19:36.630] [bbotk] 1b588637-fa1a-4929-9db8-1db2eb198e2c
## INFO [13:19:36.632] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:36.637] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:36.640] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:37.325] [mlr3] Finished benchmark
## INFO [13:19:37.345] [bbotk] Result of batch 29:
## INFO [13:19:37.347] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:37.347] [bbotk] 22.60298 linear 0.6792453 0 0 0.681
## INFO [13:19:37.347] [bbotk] uhash
## INFO [13:19:37.347] [bbotk] d7ef851d-c629-43ed-b0ea-649709df7739
## INFO [13:19:37.349] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:37.362] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:37.367] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:37.476] [mlr3] Finished benchmark
## INFO [13:19:37.490] [bbotk] Result of batch 30:
## INFO [13:19:37.492] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:37.492] [bbotk] 0.2797171 radial 0.6863208 0 0 0.103
## INFO [13:19:37.492] [bbotk] uhash
## INFO [13:19:37.492] [bbotk] d5ccaa11-e77e-4cf6-88eb-a94a3b8d01a2
## INFO [13:19:37.494] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:37.498] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:37.501] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:38.333] [mlr3] Finished benchmark
## INFO [13:19:38.355] [bbotk] Result of batch 31:
## INFO [13:19:38.358] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:38.358] [bbotk] 30.30534 linear 0.6768868 0 0 0.826
## INFO [13:19:38.358] [bbotk] uhash
## INFO [13:19:38.358] [bbotk] 2d6cd2ba-01e7-4f3b-881a-4886feb822da
## INFO [13:19:38.360] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:38.366] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:38.370] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:39.090] [mlr3] Finished benchmark
## INFO [13:19:39.109] [bbotk] Result of batch 32:
## INFO [13:19:39.111] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:39.111] [bbotk] 27.01264 linear 0.6792453 0 0 0.715
## INFO [13:19:39.111] [bbotk] uhash
## INFO [13:19:39.111] [bbotk] 4ca57c88-2a0f-4bf6-a80a-3cb3fbd4613c
## INFO [13:19:39.113] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:39.119] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:39.122] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:39.267] [mlr3] Finished benchmark
## INFO [13:19:39.283] [bbotk] Result of batch 33:
## INFO [13:19:39.286] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:39.286] [bbotk] 2.664625 radial 0.6650943 0 0 0.137
## INFO [13:19:39.286] [bbotk] uhash
## INFO [13:19:39.286] [bbotk] 1ebb1bc5-8aac-4c0a-a887-09ebbd6cf293
## INFO [13:19:39.288] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:39.294] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:39.297] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:40.410] [mlr3] Finished benchmark
## INFO [13:19:40.426] [bbotk] Result of batch 34:
## INFO [13:19:40.428] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:40.428] [bbotk] 43.51474 linear 0.6792453 0 0 1.108
## INFO [13:19:40.428] [bbotk] uhash
## INFO [13:19:40.428] [bbotk] e7b13221-a9b2-4d56-864f-247054d027e2
## INFO [13:19:40.430] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:40.435] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:40.438] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:41.423] [mlr3] Finished benchmark
## INFO [13:19:41.440] [bbotk] Result of batch 35:
## INFO [13:19:41.441] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:41.441] [bbotk] 40.22289 linear 0.6792453 0 0 0.979
## INFO [13:19:41.441] [bbotk] uhash
## INFO [13:19:41.441] [bbotk] 59047575-77c2-480a-be39-29c4407276cf
## INFO [13:19:41.443] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:41.449] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:41.452] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:41.641] [mlr3] Finished benchmark
## INFO [13:19:41.664] [bbotk] Result of batch 36:
## INFO [13:19:41.665] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:41.665] [bbotk] 24.13202 radial 0.5919811 0 0 0.183
## INFO [13:19:41.665] [bbotk] uhash
## INFO [13:19:41.665] [bbotk] 77e4b1ba-eec2-4a43-985f-ce8f36ecbb92
## INFO [13:19:41.667] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:41.672] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:41.675] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:41.948] [mlr3] Finished benchmark
## INFO [13:19:41.965] [bbotk] Result of batch 37:
## INFO [13:19:41.966] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:41.966] [bbotk] 49.78766 radial 0.5896226 0 0 0.268
## INFO [13:19:41.966] [bbotk] uhash
## INFO [13:19:41.966] [bbotk] 547715b2-e395-456c-9765-9ee003f314e3
## INFO [13:19:41.969] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:41.974] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:41.978] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.089] [mlr3] Finished benchmark
## INFO [13:19:43.108] [bbotk] Result of batch 38:
## INFO [13:19:43.110] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.110] [bbotk] 46.74979 linear 0.6792453 0 0 1.106
## INFO [13:19:43.110] [bbotk] uhash
## INFO [13:19:43.110] [bbotk] 83b08443-1cfb-418a-abd6-f3aa6fda7310
## INFO [13:19:43.113] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.119] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.122] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.348] [mlr3] Finished benchmark
## INFO [13:19:43.366] [bbotk] Result of batch 39:
## INFO [13:19:43.368] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.368] [bbotk] 35.22326 radial 0.5872642 0 0 0.221
## INFO [13:19:43.368] [bbotk] uhash
## INFO [13:19:43.368] [bbotk] d9c0655e-7d19-4774-b197-1ff62b09643c
## INFO [13:19:43.380] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.387] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.391] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:43.787] [mlr3] Finished benchmark
## INFO [13:19:43.803] [bbotk] Result of batch 40:
## INFO [13:19:43.804] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:43.804] [bbotk] 10.80134 linear 0.6792453 0 0 0.391
## INFO [13:19:43.804] [bbotk] uhash
## INFO [13:19:43.804] [bbotk] bbf2d2f5-b289-4269-af29-5bf9adc14016
## INFO [13:19:43.806] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:43.811] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:43.814] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:44.052] [mlr3] Finished benchmark
## INFO [13:19:44.067] [bbotk] Result of batch 41:
## INFO [13:19:44.068] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:44.068] [bbotk] 44.17908 radial 0.5872642 0 0 0.235
## INFO [13:19:44.068] [bbotk] uhash
## INFO [13:19:44.068] [bbotk] f45dfc3b-779f-49dc-abe3-3a7aafef8e35
## INFO [13:19:44.070] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:44.075] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:44.078] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:44.258] [mlr3] Finished benchmark
## INFO [13:19:44.273] [bbotk] Result of batch 42:
## INFO [13:19:44.274] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:44.274] [bbotk] 19.95625 radial 0.6037736 0 0 0.175
## INFO [13:19:44.274] [bbotk] uhash
## INFO [13:19:44.274] [bbotk] cb8e917c-7fa7-4e73-9795-3ca59e604d18
## INFO [13:19:44.276] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:44.284] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:44.288] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:44.736] [mlr3] Finished benchmark
## INFO [13:19:44.751] [bbotk] Result of batch 43:
## INFO [13:19:44.752] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:44.752] [bbotk] 14.50061 linear 0.6792453 0 0 0.441
## INFO [13:19:44.752] [bbotk] uhash
## INFO [13:19:44.752] [bbotk] 671c1641-a5ae-4660-9328-b4d8cfb22905
## INFO [13:19:44.754] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:44.759] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:44.763] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:44.938] [mlr3] Finished benchmark
## INFO [13:19:44.954] [bbotk] Result of batch 44:
## INFO [13:19:44.955] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:44.955] [bbotk] 19.44396 radial 0.6061321 0 0 0.171
## INFO [13:19:44.955] [bbotk] uhash
## INFO [13:19:44.955] [bbotk] 4daa5c49-e9df-4d48-a887-abf98ca7323a
## INFO [13:19:44.957] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:44.962] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:44.965] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:45.687] [mlr3] Finished benchmark
## INFO [13:19:45.709] [bbotk] Result of batch 45:
## INFO [13:19:45.711] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:45.711] [bbotk] 24.97639 linear 0.6792453 0 0 0.716
## INFO [13:19:45.711] [bbotk] uhash
## INFO [13:19:45.711] [bbotk] 609e9eea-e308-4d3f-88fd-5e83b6d0a662
## INFO [13:19:45.713] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:45.719] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:45.723] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:45.958] [mlr3] Finished benchmark
## INFO [13:19:45.974] [bbotk] Result of batch 46:
## INFO [13:19:45.976] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:45.976] [bbotk] 29.74055 radial 0.5919811 0 0 0.227
## INFO [13:19:45.976] [bbotk] uhash
## INFO [13:19:45.976] [bbotk] b49c86b3-9fd2-49a2-8c33-76147dd57fea
## INFO [13:19:45.978] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:45.988] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:45.991] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:46.761] [mlr3] Finished benchmark
## INFO [13:19:46.777] [bbotk] Result of batch 47:
## INFO [13:19:46.779] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:46.779] [bbotk] 27.68869 linear 0.6792453 0 0 0.764
## INFO [13:19:46.779] [bbotk] uhash
## INFO [13:19:46.779] [bbotk] f3ac6981-d942-48cc-9eb6-5601249e2405
## INFO [13:19:46.781] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:46.786] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:46.789] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:46.954] [mlr3] Finished benchmark
## INFO [13:19:46.970] [bbotk] Result of batch 48:
## INFO [13:19:46.971] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:46.971] [bbotk] 13.92888 radial 0.615566 0 0 0.158
## INFO [13:19:46.971] [bbotk] uhash
## INFO [13:19:46.971] [bbotk] 1c49b6eb-c953-403d-801b-7327bcfed9c4
## INFO [13:19:46.973] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:46.978] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:46.981] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:47.567] [mlr3] Finished benchmark
## INFO [13:19:47.582] [bbotk] Result of batch 49:
## INFO [13:19:47.584] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:47.584] [bbotk] 21.0092 linear 0.6768868 0 0 0.58
## INFO [13:19:47.584] [bbotk] uhash
## INFO [13:19:47.584] [bbotk] 206fb617-5340-4631-ae6e-3460e4350fa7
## INFO [13:19:47.586] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:47.590] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:47.594] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:47.861] [mlr3] Finished benchmark
## INFO [13:19:47.877] [bbotk] Result of batch 50:
## INFO [13:19:47.879] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:47.879] [bbotk] 6.328297 linear 0.6792453 0 0 0.263
## INFO [13:19:47.879] [bbotk] uhash
## INFO [13:19:47.879] [bbotk] e2ff9b14-f585-4944-b598-83601c2b876e
## INFO [13:19:47.881] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:47.885] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:47.889] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:48.048] [mlr3] Finished benchmark
## INFO [13:19:48.065] [bbotk] Result of batch 51:
## INFO [13:19:48.066] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:48.066] [bbotk] 14.78655 radial 0.6108491 0 0 0.155
## INFO [13:19:48.066] [bbotk] uhash
## INFO [13:19:48.066] [bbotk] c5fc4400-e19c-420d-9bcd-d3d1416c1784
## INFO [13:19:48.068] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:48.073] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:48.076] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:49.248] [mlr3] Finished benchmark
## INFO [13:19:49.263] [bbotk] Result of batch 52:
## INFO [13:19:49.264] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:49.264] [bbotk] 44.28127 linear 0.6792453 0 0 1.164
## INFO [13:19:49.264] [bbotk] uhash
## INFO [13:19:49.264] [bbotk] 42749fe1-eb8c-42b9-a29f-4a1dc3e367bd
## INFO [13:19:49.266] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:49.271] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:49.274] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:49.468] [mlr3] Finished benchmark
## INFO [13:19:49.483] [bbotk] Result of batch 53:
## INFO [13:19:49.484] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:49.484] [bbotk] 29.38167 radial 0.5919811 0 0 0.19
## INFO [13:19:49.484] [bbotk] uhash
## INFO [13:19:49.484] [bbotk] ee7d4490-8fb7-4cfe-a453-71c6ae25efff
## INFO [13:19:49.486] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:49.491] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:49.494] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:50.375] [mlr3] Finished benchmark
## INFO [13:19:50.393] [bbotk] Result of batch 54:
## INFO [13:19:50.394] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:50.394] [bbotk] 37.17414 linear 0.6768868 0 0 0.873
## INFO [13:19:50.394] [bbotk] uhash
## INFO [13:19:50.394] [bbotk] ac7a62da-ad62-47d0-8708-689d4b69743c
## INFO [13:19:50.396] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:50.401] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:50.405] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:50.579] [mlr3] Finished benchmark
## INFO [13:19:50.596] [bbotk] Result of batch 55:
## INFO [13:19:50.599] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:50.599] [bbotk] 15.64129 radial 0.6108491 0 0 0.169
## INFO [13:19:50.599] [bbotk] uhash
## INFO [13:19:50.599] [bbotk] 293b6f06-04fb-42d5-9bf8-8da2f4eeed22
## INFO [13:19:50.601] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:50.608] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:50.611] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:51.015] [mlr3] Finished benchmark
## INFO [13:19:51.031] [bbotk] Result of batch 56:
## INFO [13:19:51.032] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:51.032] [bbotk] 13.4444 linear 0.6768868 0 0 0.4
## INFO [13:19:51.032] [bbotk] uhash
## INFO [13:19:51.032] [bbotk] 3d898b23-d542-4493-8177-63f083fb6b40
## INFO [13:19:51.035] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:51.039] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:51.042] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:51.280] [mlr3] Finished benchmark
## INFO [13:19:51.296] [bbotk] Result of batch 57:
## INFO [13:19:51.298] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:51.298] [bbotk] 39.85296 radial 0.5919811 0 0 0.233
## INFO [13:19:51.298] [bbotk] uhash
## INFO [13:19:51.298] [bbotk] c4aaff2e-cbe8-40c9-8cfe-4a863289bba0
## INFO [13:19:51.299] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:51.304] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:51.307] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:52.200] [mlr3] Finished benchmark
## INFO [13:19:52.229] [bbotk] Result of batch 58:
## INFO [13:19:52.231] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:52.231] [bbotk] 32.79415 linear 0.6792453 0 0 0.874
## INFO [13:19:52.231] [bbotk] uhash
## INFO [13:19:52.231] [bbotk] 51542047-e512-4006-9dfc-17adbc61dcf3
## INFO [13:19:52.233] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:52.238] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:52.243] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:53.479] [mlr3] Finished benchmark
## INFO [13:19:53.520] [bbotk] Result of batch 59:
## INFO [13:19:53.523] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:53.523] [bbotk] 41.42242 linear 0.6792453 0 0 1.218
## INFO [13:19:53.523] [bbotk] uhash
## INFO [13:19:53.523] [bbotk] f68333e0-56a9-4c7f-982a-f5e160ab4190
## INFO [13:19:53.526] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:53.533] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:53.539] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:53.739] [mlr3] Finished benchmark
## INFO [13:19:53.794] [bbotk] Result of batch 60:
## INFO [13:19:53.795] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:53.795] [bbotk] 3.521559 linear 0.6792453 0 0 0.193
## INFO [13:19:53.795] [bbotk] uhash
## INFO [13:19:53.795] [bbotk] 41bde208-73bc-4538-ab33-eb8646262315
## INFO [13:19:53.798] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:53.803] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:53.806] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:54.031] [mlr3] Finished benchmark
## INFO [13:19:54.047] [bbotk] Result of batch 61:
## INFO [13:19:54.048] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:54.048] [bbotk] 40.21523 radial 0.5919811 0 0 0.221
## INFO [13:19:54.048] [bbotk] uhash
## INFO [13:19:54.048] [bbotk] 43b3ea86-b9b6-4075-a541-aeebfa60bbd0
## INFO [13:19:54.050] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:54.054] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:54.058] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:55.275] [mlr3] Finished benchmark
## INFO [13:19:55.324] [bbotk] Result of batch 62:
## INFO [13:19:55.327] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:55.327] [bbotk] 48.40581 linear 0.6792453 0 0 1.196
## INFO [13:19:55.327] [bbotk] uhash
## INFO [13:19:55.327] [bbotk] 029495da-7740-49ea-a6c6-ab480f5b19ee
## INFO [13:19:55.330] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:55.337] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:55.342] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:56.443] [mlr3] Finished benchmark
## INFO [13:19:56.517] [bbotk] Result of batch 63:
## INFO [13:19:56.518] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:56.518] [bbotk] 44.62883 linear 0.6792453 0 0 1.095
## INFO [13:19:56.518] [bbotk] uhash
## INFO [13:19:56.518] [bbotk] 713b9485-65eb-47c4-be2f-61001fc5fceb
## INFO [13:19:56.520] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:56.525] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:56.529] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:56.823] [mlr3] Finished benchmark
## INFO [13:19:56.842] [bbotk] Result of batch 64:
## INFO [13:19:56.844] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:56.844] [bbotk] 6.949354 linear 0.6792453 0 0 0.29
## INFO [13:19:56.844] [bbotk] uhash
## INFO [13:19:56.844] [bbotk] f58c64f8-c0fb-48aa-8f71-3c54447d5e98
## INFO [13:19:56.846] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:56.851] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:56.855] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:56.980] [mlr3] Finished benchmark
## INFO [13:19:56.998] [bbotk] Result of batch 65:
## INFO [13:19:57.000] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:57.000] [bbotk] 3.780526 radial 0.6533019 0 0 0.121
## INFO [13:19:57.000] [bbotk] uhash
## INFO [13:19:57.000] [bbotk] e44c0c57-1bc9-494e-ba01-caa7f066fde2
## INFO [13:19:57.002] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:57.007] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:57.010] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:57.544] [mlr3] Finished benchmark
## INFO [13:19:57.573] [bbotk] Result of batch 66:
## INFO [13:19:57.575] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:57.575] [bbotk] 15.73611 linear 0.6768868 0 0 0.529
## INFO [13:19:57.575] [bbotk] uhash
## INFO [13:19:57.575] [bbotk] ed92c418-2627-4f61-96a0-744f5d899bcf
## INFO [13:19:57.577] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:57.582] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:57.586] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:57.813] [mlr3] Finished benchmark
## INFO [13:19:57.832] [bbotk] Result of batch 67:
## INFO [13:19:57.833] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:57.833] [bbotk] 19.85178 radial 0.6037736 0 0 0.222
## INFO [13:19:57.833] [bbotk] uhash
## INFO [13:19:57.833] [bbotk] 5fce629c-8489-48ae-bd5d-aee9523a9965
## INFO [13:19:57.835] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:57.840] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:57.843] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:58.122] [mlr3] Finished benchmark
## INFO [13:19:58.150] [bbotk] Result of batch 68:
## INFO [13:19:58.152] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:58.152] [bbotk] 49.61994 radial 0.5990566 0 0 0.275
## INFO [13:19:58.152] [bbotk] uhash
## INFO [13:19:58.152] [bbotk] cd692c6c-e01c-44d6-8ce6-75ff564fa19b
## INFO [13:19:58.154] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:58.161] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:58.166] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:59.047] [mlr3] Finished benchmark
## INFO [13:19:59.071] [bbotk] Result of batch 69:
## INFO [13:19:59.073] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:59.073] [bbotk] 27.72955 linear 0.6768868 0 0 0.872
## INFO [13:19:59.073] [bbotk] uhash
## INFO [13:19:59.073] [bbotk] c99c7de4-dc18-40f2-8839-31cae2829e15
## INFO [13:19:59.075] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:59.081] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:59.087] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:59.317] [mlr3] Finished benchmark
## INFO [13:19:59.364] [bbotk] Result of batch 70:
## INFO [13:19:59.366] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:59.366] [bbotk] 34.96284 radial 0.5872642 0 0 0.224
## INFO [13:19:59.366] [bbotk] uhash
## INFO [13:19:59.366] [bbotk] 36b03c4d-d841-458c-9b1a-aaccc5b0a9c4
## INFO [13:19:59.369] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:59.376] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:59.380] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:19:59.935] [mlr3] Finished benchmark
## INFO [13:19:59.954] [bbotk] Result of batch 71:
## INFO [13:19:59.956] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:19:59.956] [bbotk] 18.08549 linear 0.6768868 0 0 0.546
## INFO [13:19:59.956] [bbotk] uhash
## INFO [13:19:59.956] [bbotk] 76b32279-e8c1-440d-b979-5482225baa97
## INFO [13:19:59.959] [bbotk] Evaluating 1 configuration(s)
## INFO [13:19:59.964] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:19:59.968] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:00.118] [mlr3] Finished benchmark
## INFO [13:20:00.134] [bbotk] Result of batch 72:
## INFO [13:20:00.135] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:00.135] [bbotk] 4.74131 radial 0.6462264 0 0 0.145
## INFO [13:20:00.135] [bbotk] uhash
## INFO [13:20:00.135] [bbotk] c1cf91d0-00f1-49f2-9424-30a6667a02ed
## INFO [13:20:00.137] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:00.142] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:00.145] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:01.070] [mlr3] Finished benchmark
## INFO [13:20:01.125] [bbotk] Result of batch 73:
## INFO [13:20:01.128] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:01.128] [bbotk] 34.11013 linear 0.6768868 0 0 0.92
## INFO [13:20:01.128] [bbotk] uhash
## INFO [13:20:01.128] [bbotk] 2571c9b5-e7f0-4457-912e-c2e8dd47e209
## INFO [13:20:01.132] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:01.209] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:01.218] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:01.446] [mlr3] Finished benchmark
## INFO [13:20:01.462] [bbotk] Result of batch 74:
## INFO [13:20:01.464] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:01.464] [bbotk] 5.02981 linear 0.6792453 0 0 0.223
## INFO [13:20:01.464] [bbotk] uhash
## INFO [13:20:01.464] [bbotk] 7b3b4ccd-fcae-4c7f-bde9-88f6694933cf
## INFO [13:20:01.466] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:01.471] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:01.475] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:01.738] [mlr3] Finished benchmark
## INFO [13:20:01.753] [bbotk] Result of batch 75:
## INFO [13:20:01.755] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:01.755] [bbotk] 6.56119 linear 0.6792453 0 0 0.258
## INFO [13:20:01.755] [bbotk] uhash
## INFO [13:20:01.755] [bbotk] f2d02f5b-7fdc-48a7-93a6-30f129c6be4a
## INFO [13:20:01.757] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:01.761] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:01.764] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:02.078] [mlr3] Finished benchmark
## INFO [13:20:02.097] [bbotk] Result of batch 76:
## INFO [13:20:02.098] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:02.098] [bbotk] 47.73949 radial 0.5872642 0 0 0.308
## INFO [13:20:02.098] [bbotk] uhash
## INFO [13:20:02.098] [bbotk] 563531eb-41d8-4878-9d08-c4925bbd95f2
## INFO [13:20:02.100] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:02.105] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:02.108] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:02.652] [mlr3] Finished benchmark
## INFO [13:20:02.698] [bbotk] Result of batch 77:
## INFO [13:20:02.700] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:02.700] [bbotk] 16.41072 linear 0.6792453 0 0 0.526
## INFO [13:20:02.700] [bbotk] uhash
## INFO [13:20:02.700] [bbotk] ce72a337-6d1e-4f5a-a2f4-188d36343242
## INFO [13:20:02.705] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:02.714] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:02.718] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:03.282] [mlr3] Finished benchmark
## INFO [13:20:03.302] [bbotk] Result of batch 78:
## INFO [13:20:03.304] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:03.304] [bbotk] 17.45642 linear 0.6768868 0 0 0.557
## INFO [13:20:03.304] [bbotk] uhash
## INFO [13:20:03.304] [bbotk] 4a01244b-b570-445c-badf-0852e2d2b101
## INFO [13:20:03.306] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:03.311] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:03.315] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:03.561] [mlr3] Finished benchmark
## INFO [13:20:03.610] [bbotk] Result of batch 79:
## INFO [13:20:03.613] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:03.613] [bbotk] 46.24337 radial 0.5919811 0 0 0.241
## INFO [13:20:03.613] [bbotk] uhash
## INFO [13:20:03.613] [bbotk] 8ea91dae-1c3b-4135-b0ae-cb5e259f9aa5
## INFO [13:20:03.615] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:03.620] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:03.625] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:03.835] [mlr3] Finished benchmark
## INFO [13:20:03.854] [bbotk] Result of batch 80:
## INFO [13:20:03.856] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:03.856] [bbotk] 28.23895 radial 0.6014151 0 0 0.203
## INFO [13:20:03.856] [bbotk] uhash
## INFO [13:20:03.856] [bbotk] fb7c4bcb-a1d3-4388-b131-c488a4684a20
## INFO [13:20:03.858] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:03.864] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:03.867] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:04.904] [mlr3] Finished benchmark
## INFO [13:20:04.924] [bbotk] Result of batch 81:
## INFO [13:20:04.926] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:04.926] [bbotk] 45.32147 linear 0.6768868 0 0 1.03
## INFO [13:20:04.926] [bbotk] uhash
## INFO [13:20:04.926] [bbotk] e5e04128-c48e-43e0-a8e3-9e7b99079690
## INFO [13:20:04.927] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:04.932] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:04.935] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:05.127] [mlr3] Finished benchmark
## INFO [13:20:05.154] [bbotk] Result of batch 82:
## INFO [13:20:05.156] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:05.156] [bbotk] 20.56923 radial 0.6037736 0 0 0.186
## INFO [13:20:05.156] [bbotk] uhash
## INFO [13:20:05.156] [bbotk] f1fdab7e-ca1f-4100-89a5-5c046cc9715c
## INFO [13:20:05.159] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:05.167] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:05.172] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:05.433] [mlr3] Finished benchmark
## INFO [13:20:05.454] [bbotk] Result of batch 83:
## INFO [13:20:05.455] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:05.455] [bbotk] 44.38544 radial 0.5849057 0 0 0.255
## INFO [13:20:05.455] [bbotk] uhash
## INFO [13:20:05.455] [bbotk] 333adbc4-7299-4794-bbab-d86d1d7b9372
## INFO [13:20:05.457] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:05.462] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:05.465] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:05.947] [mlr3] Finished benchmark
## INFO [13:20:05.965] [bbotk] Result of batch 84:
## INFO [13:20:05.967] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:05.967] [bbotk] 15.52724 linear 0.6792453 0 0 0.475
## INFO [13:20:05.967] [bbotk] uhash
## INFO [13:20:05.967] [bbotk] 3688f278-9d93-4695-9ac1-10cfd6bcc7cb
## INFO [13:20:05.970] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:05.974] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:05.978] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:06.153] [mlr3] Finished benchmark
## INFO [13:20:06.176] [bbotk] Result of batch 85:
## INFO [13:20:06.178] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:06.178] [bbotk] 2.660422 linear 0.6792453 0 0 0.17
## INFO [13:20:06.178] [bbotk] uhash
## INFO [13:20:06.178] [bbotk] 135342d8-1d30-48f7-986c-bec4c6645035
## INFO [13:20:06.181] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:06.187] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:06.190] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:06.446] [mlr3] Finished benchmark
## INFO [13:20:06.463] [bbotk] Result of batch 86:
## INFO [13:20:06.465] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:06.465] [bbotk] 5.54532 linear 0.6792453 0 0 0.249
## INFO [13:20:06.465] [bbotk] uhash
## INFO [13:20:06.465] [bbotk] 11c698b3-f630-4aea-953a-53c34bc54ba8
## INFO [13:20:06.466] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:06.471] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:06.475] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:07.432] [mlr3] Finished benchmark
## INFO [13:20:07.447] [bbotk] Result of batch 87:
## INFO [13:20:07.449] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:07.449] [bbotk] 36.3462 linear 0.6768868 0 0 0.953
## INFO [13:20:07.449] [bbotk] uhash
## INFO [13:20:07.449] [bbotk] 1240ce32-94e6-4e90-86ef-d7122286e6eb
## INFO [13:20:07.450] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:07.455] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:07.459] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:08.284] [mlr3] Finished benchmark
## INFO [13:20:08.302] [bbotk] Result of batch 88:
## INFO [13:20:08.304] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:08.304] [bbotk] 31.9947 linear 0.6792453 0 0 0.821
## INFO [13:20:08.304] [bbotk] uhash
## INFO [13:20:08.304] [bbotk] c005ebca-433b-46af-a601-56d015c13a72
## INFO [13:20:08.306] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:08.313] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:08.317] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:08.574] [mlr3] Finished benchmark
## INFO [13:20:08.599] [bbotk] Result of batch 89:
## INFO [13:20:08.601] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:08.601] [bbotk] 48.95846 radial 0.5966981 0 0 0.252
## INFO [13:20:08.601] [bbotk] uhash
## INFO [13:20:08.601] [bbotk] 2b63a4c9-f850-48da-a1d9-a7db7f846409
## INFO [13:20:08.604] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:08.609] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:08.613] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:08.802] [mlr3] Finished benchmark
## INFO [13:20:08.817] [bbotk] Result of batch 90:
## INFO [13:20:08.818] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:08.818] [bbotk] 22.4778 radial 0.5966981 0 0 0.185
## INFO [13:20:08.818] [bbotk] uhash
## INFO [13:20:08.818] [bbotk] c1531fa2-0392-48ec-81a2-b985490be168
## INFO [13:20:08.820] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:08.825] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:08.828] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:09.384] [mlr3] Finished benchmark
## INFO [13:20:09.400] [bbotk] Result of batch 91:
## INFO [13:20:09.402] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:09.402] [bbotk] 20.62222 linear 0.6745283 0 0 0.551
## INFO [13:20:09.402] [bbotk] uhash
## INFO [13:20:09.402] [bbotk] 277b157d-9929-4684-915d-d94ff221ea23
## INFO [13:20:09.404] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:09.409] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:09.412] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:09.643] [mlr3] Finished benchmark
## INFO [13:20:09.664] [bbotk] Result of batch 92:
## INFO [13:20:09.666] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:09.666] [bbotk] 38.80252 radial 0.5872642 0 0 0.227
## INFO [13:20:09.666] [bbotk] uhash
## INFO [13:20:09.666] [bbotk] c24dffa3-27fc-4592-bf15-c930dab61791
## INFO [13:20:09.669] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:09.676] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:09.680] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:10.819] [mlr3] Finished benchmark
## INFO [13:20:10.837] [bbotk] Result of batch 93:
## INFO [13:20:10.839] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:10.839] [bbotk] 49.98009 linear 0.6768868 0 0 1.135
## INFO [13:20:10.839] [bbotk] uhash
## INFO [13:20:10.839] [bbotk] 53b33632-62a5-4470-b50b-67523fce9930
## INFO [13:20:10.842] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:10.847] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:10.852] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:12.029] [mlr3] Finished benchmark
## INFO [13:20:12.050] [bbotk] Result of batch 94:
## INFO [13:20:12.052] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:12.052] [bbotk] 44.45962 linear 0.6792453 0 0 1.171
## INFO [13:20:12.052] [bbotk] uhash
## INFO [13:20:12.052] [bbotk] fa19d244-1915-4ffc-9aa2-7e2ec47b3346
## INFO [13:20:12.054] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:12.060] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:12.064] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:12.313] [mlr3] Finished benchmark
## INFO [13:20:12.331] [bbotk] Result of batch 95:
## INFO [13:20:12.333] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:12.333] [bbotk] 43.18136 radial 0.5943396 0 0 0.242
## INFO [13:20:12.333] [bbotk] uhash
## INFO [13:20:12.333] [bbotk] 81de6b3f-8b06-4974-b049-dfd15564362d
## INFO [13:20:12.335] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:12.341] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:12.353] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:12.635] [mlr3] Finished benchmark
## INFO [13:20:12.652] [bbotk] Result of batch 96:
## INFO [13:20:12.654] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:12.654] [bbotk] 48.74115 radial 0.5896226 0 0 0.264
## INFO [13:20:12.654] [bbotk] uhash
## INFO [13:20:12.654] [bbotk] 75a522a3-0678-4cc2-a246-a97bdaeab53e
## INFO [13:20:12.656] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:12.661] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:12.665] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:12.827] [mlr3] Finished benchmark
## INFO [13:20:12.842] [bbotk] Result of batch 97:
## INFO [13:20:12.844] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:12.844] [bbotk] 13.7663 radial 0.6108491 0 0 0.158
## INFO [13:20:12.844] [bbotk] uhash
## INFO [13:20:12.844] [bbotk] 5661210e-6e41-4629-bf0b-8b93ee571d09
## INFO [13:20:12.846] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:12.851] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:12.854] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:13.826] [mlr3] Finished benchmark
## INFO [13:20:13.841] [bbotk] Result of batch 98:
## INFO [13:20:13.842] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:13.842] [bbotk] 40.14791 linear 0.6792453 0 0 0.968
## INFO [13:20:13.842] [bbotk] uhash
## INFO [13:20:13.842] [bbotk] fe0f703c-0ae5-414e-969c-ed647eeaa5cf
## INFO [13:20:13.844] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:13.849] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:13.853] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:14.848] [mlr3] Finished benchmark
## INFO [13:20:14.867] [bbotk] Result of batch 99:
## INFO [13:20:14.868] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:14.868] [bbotk] 40.52021 linear 0.6768868 0 0 0.989
## INFO [13:20:14.868] [bbotk] uhash
## INFO [13:20:14.868] [bbotk] 8dc2aecc-4791-43fb-8150-60f5343ed1fb
## INFO [13:20:14.870] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:14.875] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:14.879] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:15.073] [mlr3] Finished benchmark
## INFO [13:20:15.091] [bbotk] Result of batch 100:
## INFO [13:20:15.092] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:15.092] [bbotk] 12.0443 radial 0.6226415 0 0 0.189
## INFO [13:20:15.092] [bbotk] uhash
## INFO [13:20:15.092] [bbotk] 092b543f-18bd-401b-b01d-cb53ebf50815
## INFO [13:20:15.094] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:15.100] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:15.103] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:15.936] [mlr3] Finished benchmark
## INFO [13:20:15.955] [bbotk] Result of batch 101:
## INFO [13:20:15.957] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:15.957] [bbotk] 31.40907 linear 0.6792453 0 0 0.828
## INFO [13:20:15.957] [bbotk] uhash
## INFO [13:20:15.957] [bbotk] b4ed9480-a89e-4979-bfe7-bcedb43808c7
## INFO [13:20:15.960] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:15.966] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:15.971] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:16.215] [mlr3] Finished benchmark
## INFO [13:20:16.240] [bbotk] Result of batch 102:
## INFO [13:20:16.242] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:16.242] [bbotk] 28.21408 radial 0.5943396 0 0 0.237
## INFO [13:20:16.242] [bbotk] uhash
## INFO [13:20:16.242] [bbotk] 58c9fd85-b83e-4567-b199-003668fe579a
## INFO [13:20:16.245] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:16.252] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:16.256] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:16.405] [mlr3] Finished benchmark
## INFO [13:20:16.420] [bbotk] Result of batch 103:
## INFO [13:20:16.422] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:16.422] [bbotk] 12.34948 radial 0.6179245 0 0 0.144
## INFO [13:20:16.422] [bbotk] uhash
## INFO [13:20:16.422] [bbotk] c3468515-a189-4333-aa89-acd783ae17f2
## INFO [13:20:16.423] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:16.428] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:16.431] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:16.549] [mlr3] Finished benchmark
## INFO [13:20:16.566] [bbotk] Result of batch 104:
## INFO [13:20:16.568] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:16.568] [bbotk] 3.64939 radial 0.6580189 0 0 0.113
## INFO [13:20:16.568] [bbotk] uhash
## INFO [13:20:16.568] [bbotk] 9f12ddaf-9b2e-44f5-84a7-1ed1cd0c9d9f
## INFO [13:20:16.569] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:16.574] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:16.577] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:16.800] [mlr3] Finished benchmark
## INFO [13:20:16.816] [bbotk] Result of batch 105:
## INFO [13:20:16.818] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:16.818] [bbotk] 42.5425 radial 0.5896226 0 0 0.219
## INFO [13:20:16.818] [bbotk] uhash
## INFO [13:20:16.818] [bbotk] ae122d1e-237c-4156-a2fc-0e3a0e688aa0
## INFO [13:20:16.820] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:16.824] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:16.827] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:17.174] [mlr3] Finished benchmark
## INFO [13:20:17.187] [bbotk] Result of batch 106:
## INFO [13:20:17.188] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:17.188] [bbotk] 12.75114 linear 0.6792453 0 0 0.344
## INFO [13:20:17.188] [bbotk] uhash
## INFO [13:20:17.188] [bbotk] ccd995cb-cff3-4e4f-ae6a-ea0c0cdbd94b
## INFO [13:20:17.190] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:17.194] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:17.196] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:18.175] [mlr3] Finished benchmark
## INFO [13:20:18.189] [bbotk] Result of batch 107:
## INFO [13:20:18.191] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:18.191] [bbotk] 49.08135 linear 0.6792453 0 0 0.974
## INFO [13:20:18.191] [bbotk] uhash
## INFO [13:20:18.191] [bbotk] 98ac4295-3592-409d-aae9-a76e79ecf039
## INFO [13:20:18.192] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:18.197] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:18.200] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:18.378] [mlr3] Finished benchmark
## INFO [13:20:18.394] [bbotk] Result of batch 108:
## INFO [13:20:18.396] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:18.396] [bbotk] 28.83386 radial 0.6037736 0 0 0.173
## INFO [13:20:18.396] [bbotk] uhash
## INFO [13:20:18.396] [bbotk] 9b9495c7-19aa-40a2-b0ed-ab631273df51
## INFO [13:20:18.397] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:18.402] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:18.405] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:18.507] [mlr3] Finished benchmark
## INFO [13:20:18.519] [bbotk] Result of batch 109:
## INFO [13:20:18.520] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:18.520] [bbotk] 4.260045 radial 0.6485849 0 0 0.098
## INFO [13:20:18.520] [bbotk] uhash
## INFO [13:20:18.520] [bbotk] 6bc849e8-7e86-40e0-8aa4-ce1e4e411a0c
## INFO [13:20:18.522] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:18.525] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:18.528] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:19.426] [mlr3] Finished benchmark
## INFO [13:20:19.445] [bbotk] Result of batch 110:
## INFO [13:20:19.447] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:19.447] [bbotk] 43.14863 linear 0.6792453 0 0 0.895
## INFO [13:20:19.447] [bbotk] uhash
## INFO [13:20:19.447] [bbotk] a39f1ac0-6abe-4ece-aec1-8644551a4b89
## INFO [13:20:19.449] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:19.455] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:19.458] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:20.207] [mlr3] Finished benchmark
## INFO [13:20:20.221] [bbotk] Result of batch 111:
## INFO [13:20:20.222] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:20.222] [bbotk] 36.00595 linear 0.6768868 0 0 0.746
## INFO [13:20:20.222] [bbotk] uhash
## INFO [13:20:20.222] [bbotk] 814ae069-7e36-4ae2-bc0c-f33690cf0aca
## INFO [13:20:20.223] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:20.227] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:20.230] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:21.254] [mlr3] Finished benchmark
## INFO [13:20:21.268] [bbotk] Result of batch 112:
## INFO [13:20:21.269] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:21.269] [bbotk] 46.58461 linear 0.6768868 0 0 1.02
## INFO [13:20:21.269] [bbotk] uhash
## INFO [13:20:21.269] [bbotk] 1e09dbfe-29df-4df8-a8bc-2be069c84350
## INFO [13:20:21.271] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:21.275] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:21.277] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:21.455] [mlr3] Finished benchmark
## INFO [13:20:21.474] [bbotk] Result of batch 113:
## INFO [13:20:21.476] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:21.476] [bbotk] 31.3753 radial 0.5966981 0 0 0.174
## INFO [13:20:21.476] [bbotk] uhash
## INFO [13:20:21.476] [bbotk] 26a22d39-d865-42bd-95f9-2f1852586bf4
## INFO [13:20:21.478] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:21.483] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:21.486] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:21.641] [mlr3] Finished benchmark
## INFO [13:20:21.654] [bbotk] Result of batch 114:
## INFO [13:20:21.655] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:21.655] [bbotk] 20.94871 radial 0.6014151 0 0 0.152
## INFO [13:20:21.655] [bbotk] uhash
## INFO [13:20:21.655] [bbotk] d8acd140-4dea-4e69-abe2-7f28688266df
## INFO [13:20:21.657] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:21.661] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:21.663] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:22.317] [mlr3] Finished benchmark
## INFO [13:20:22.330] [bbotk] Result of batch 115:
## INFO [13:20:22.332] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:22.332] [bbotk] 28.85707 linear 0.6745283 0 0 0.651
## INFO [13:20:22.332] [bbotk] uhash
## INFO [13:20:22.332] [bbotk] 128399d4-3c48-4dff-aa49-475c4a7883a6
## INFO [13:20:22.333] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:22.337] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:22.340] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:22.837] [mlr3] Finished benchmark
## INFO [13:20:22.854] [bbotk] Result of batch 116:
## INFO [13:20:22.855] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:22.855] [bbotk] 21.00957 linear 0.6768868 0 0 0.493
## INFO [13:20:22.855] [bbotk] uhash
## INFO [13:20:22.855] [bbotk] 821a8d68-7baa-457e-b209-8c44f89332b8
## INFO [13:20:22.857] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:22.861] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:22.864] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:23.002] [mlr3] Finished benchmark
## INFO [13:20:23.015] [bbotk] Result of batch 117:
## INFO [13:20:23.016] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:23.016] [bbotk] 13.68465 radial 0.6226415 0 0 0.136
## INFO [13:20:23.016] [bbotk] uhash
## INFO [13:20:23.016] [bbotk] 2753e24d-4b53-4597-b80f-1070bd444d83
## INFO [13:20:23.017] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:23.021] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:23.024] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:23.540] [mlr3] Finished benchmark
## INFO [13:20:23.552] [bbotk] Result of batch 118:
## INFO [13:20:23.553] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:23.553] [bbotk] 22.73981 linear 0.6792453 0 0 0.513
## INFO [13:20:23.553] [bbotk] uhash
## INFO [13:20:23.553] [bbotk] f9fe1f8b-068f-4807-a9a2-65aa81590ce5
## INFO [13:20:23.554] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:23.558] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:23.561] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:23.773] [mlr3] Finished benchmark
## INFO [13:20:23.788] [bbotk] Result of batch 119:
## INFO [13:20:23.789] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:23.789] [bbotk] 6.397614 linear 0.6768868 0 0 0.208
## INFO [13:20:23.789] [bbotk] uhash
## INFO [13:20:23.789] [bbotk] e73dcbb5-5072-4c89-b269-5f4c8dd3f624
## INFO [13:20:23.790] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:23.794] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:23.797] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:24.510] [mlr3] Finished benchmark
## INFO [13:20:24.523] [bbotk] Result of batch 120:
## INFO [13:20:24.524] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:24.524] [bbotk] 36.55774 linear 0.6792453 0 0 0.71
## INFO [13:20:24.524] [bbotk] uhash
## INFO [13:20:24.524] [bbotk] 18c92bfa-ad1b-48f4-9e19-9d5c333cb980
## INFO [13:20:24.525] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:24.529] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:24.532] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:24.723] [mlr3] Finished benchmark
## INFO [13:20:24.741] [bbotk] Result of batch 121:
## INFO [13:20:24.743] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:24.743] [bbotk] 44.78305 radial 0.5943396 0 0 0.188
## INFO [13:20:24.743] [bbotk] uhash
## INFO [13:20:24.743] [bbotk] e4d44d4b-7dbc-4b39-bb0a-2a23b5473b8b
## INFO [13:20:24.745] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:24.749] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:24.752] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:24.964] [mlr3] Finished benchmark
## INFO [13:20:24.977] [bbotk] Result of batch 122:
## INFO [13:20:24.978] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:24.978] [bbotk] 44.05243 radial 0.5919811 0 0 0.208
## INFO [13:20:24.978] [bbotk] uhash
## INFO [13:20:24.978] [bbotk] 865fa34a-af1a-4527-96b2-e45c21a4496a
## INFO [13:20:24.979] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:24.983] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:24.986] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:25.173] [mlr3] Finished benchmark
## INFO [13:20:25.188] [bbotk] Result of batch 123:
## INFO [13:20:25.189] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:25.189] [bbotk] 39.71776 radial 0.5896226 0 0 0.185
## INFO [13:20:25.189] [bbotk] uhash
## INFO [13:20:25.189] [bbotk] 4854880c-1f05-497c-aa64-74e5eaf88716
## INFO [13:20:25.191] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:25.195] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:25.198] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:26.104] [mlr3] Finished benchmark
## INFO [13:20:26.122] [bbotk] Result of batch 124:
## INFO [13:20:26.124] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:26.124] [bbotk] 41.13243 linear 0.6768868 0 0 0.9
## INFO [13:20:26.124] [bbotk] uhash
## INFO [13:20:26.124] [bbotk] 5f0d46e8-f2ee-452e-97d6-f45cee9a14e5
## INFO [13:20:26.126] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:26.130] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:26.134] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:26.303] [mlr3] Finished benchmark
## INFO [13:20:26.315] [bbotk] Result of batch 125:
## INFO [13:20:26.317] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:26.317] [bbotk] 28.97546 radial 0.5966981 0 0 0.165
## INFO [13:20:26.317] [bbotk] uhash
## INFO [13:20:26.317] [bbotk] 44a27f22-ef9c-433d-bcc4-fcfa16a2d88d
## INFO [13:20:26.318] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:26.322] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:26.325] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:27.053] [mlr3] Finished benchmark
## INFO [13:20:27.069] [bbotk] Result of batch 126:
## INFO [13:20:27.071] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:27.071] [bbotk] 32.64845 linear 0.6768868 0 0 0.725
## INFO [13:20:27.071] [bbotk] uhash
## INFO [13:20:27.071] [bbotk] 223a466a-5a1e-472c-99b4-e386698de2bd
## INFO [13:20:27.073] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:27.078] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:27.081] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:27.700] [mlr3] Finished benchmark
## INFO [13:20:27.712] [bbotk] Result of batch 127:
## INFO [13:20:27.713] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:27.713] [bbotk] 28.07586 linear 0.6792453 0 0 0.615
## INFO [13:20:27.713] [bbotk] uhash
## INFO [13:20:27.713] [bbotk] 52466178-4799-410d-8b0d-49705776d277
## INFO [13:20:27.714] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:27.718] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:27.720] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:27.882] [mlr3] Finished benchmark
## INFO [13:20:27.894] [bbotk] Result of batch 128:
## INFO [13:20:27.896] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:27.896] [bbotk] 29.2013 radial 0.6037736 0 0 0.158
## INFO [13:20:27.896] [bbotk] uhash
## INFO [13:20:27.896] [bbotk] 4b53bbb4-d195-4bf5-ba16-2290ef4e5528
## INFO [13:20:27.897] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:27.901] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:27.904] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:28.158] [mlr3] Finished benchmark
## INFO [13:20:28.172] [bbotk] Result of batch 129:
## INFO [13:20:28.173] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:28.173] [bbotk] 7.762142 linear 0.6792453 0 0 0.25
## INFO [13:20:28.173] [bbotk] uhash
## INFO [13:20:28.173] [bbotk] 2d65c155-16c3-4f5b-bfb1-405518f83b8e
## INFO [13:20:28.175] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:28.179] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:28.182] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:28.527] [mlr3] Finished benchmark
## INFO [13:20:28.540] [bbotk] Result of batch 130:
## INFO [13:20:28.542] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:28.542] [bbotk] 14.55045 linear 0.6792453 0 0 0.343
## INFO [13:20:28.542] [bbotk] uhash
## INFO [13:20:28.542] [bbotk] a1d4fe53-b926-4e6d-90ed-e7549a204005
## INFO [13:20:28.543] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:28.548] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:28.551] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:29.343] [mlr3] Finished benchmark
## INFO [13:20:29.359] [bbotk] Result of batch 131:
## INFO [13:20:29.360] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:29.360] [bbotk] 33.88844 linear 0.6768868 0 0 0.788
## INFO [13:20:29.360] [bbotk] uhash
## INFO [13:20:29.360] [bbotk] fd9d18c0-5d66-4a49-ac8b-eb275d1d4db9
## INFO [13:20:29.362] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:29.366] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:29.369] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:29.599] [mlr3] Finished benchmark
## INFO [13:20:29.611] [bbotk] Result of batch 132:
## INFO [13:20:29.612] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:29.612] [bbotk] 7.645401 linear 0.6792453 0 0 0.226
## INFO [13:20:29.612] [bbotk] uhash
## INFO [13:20:29.612] [bbotk] e501c205-aaa2-4d9f-b244-6d12f751898d
## INFO [13:20:29.614] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:29.618] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:29.620] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:29.815] [mlr3] Finished benchmark
## INFO [13:20:29.828] [bbotk] Result of batch 133:
## INFO [13:20:29.829] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:29.829] [bbotk] 42.96443 radial 0.5943396 0 0 0.191
## INFO [13:20:29.829] [bbotk] uhash
## INFO [13:20:29.829] [bbotk] 652b5923-3277-496b-9884-adec79d10d6b
## INFO [13:20:29.831] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:29.839] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:29.843] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:30.038] [mlr3] Finished benchmark
## INFO [13:20:30.052] [bbotk] Result of batch 134:
## INFO [13:20:30.053] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:30.053] [bbotk] 33.80869 radial 0.5919811 0 0 0.19
## INFO [13:20:30.053] [bbotk] uhash
## INFO [13:20:30.053] [bbotk] fe7d9c4d-8cde-495f-8f2b-93234bf67ccb
## INFO [13:20:30.055] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:30.059] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:30.062] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:30.935] [mlr3] Finished benchmark
## INFO [13:20:30.947] [bbotk] Result of batch 135:
## INFO [13:20:30.948] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:30.948] [bbotk] 44.26966 linear 0.6792453 0 0 0.867
## INFO [13:20:30.948] [bbotk] uhash
## INFO [13:20:30.948] [bbotk] 94067d74-bb6d-44a0-a504-adf0ebccb605
## INFO [13:20:30.950] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:30.954] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:30.957] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:31.165] [mlr3] Finished benchmark
## INFO [13:20:31.178] [bbotk] Result of batch 136:
## INFO [13:20:31.179] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:31.179] [bbotk] 17.69087 radial 0.6084906 0 0 0.14
## INFO [13:20:31.179] [bbotk] uhash
## INFO [13:20:31.179] [bbotk] dca7d93f-7833-485b-8d3d-c45bcb4b3667
## INFO [13:20:31.181] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:31.184] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:31.187] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:31.384] [mlr3] Finished benchmark
## INFO [13:20:31.397] [bbotk] Result of batch 137:
## INFO [13:20:31.398] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:31.398] [bbotk] 42.58321 radial 0.5896226 0 0 0.193
## INFO [13:20:31.398] [bbotk] uhash
## INFO [13:20:31.398] [bbotk] 3d303c6f-4624-409f-b17f-bee8f7c8aa5e
## INFO [13:20:31.400] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:31.404] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:31.407] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:31.540] [mlr3] Finished benchmark
## INFO [13:20:31.553] [bbotk] Result of batch 138:
## INFO [13:20:31.554] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:31.554] [bbotk] 14.90629 radial 0.6108491 0 0 0.13
## INFO [13:20:31.554] [bbotk] uhash
## INFO [13:20:31.554] [bbotk] c8f77246-a807-4dd0-9b62-5696cd0799f7
## INFO [13:20:31.556] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:31.560] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:31.563] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:31.708] [mlr3] Finished benchmark
## INFO [13:20:31.724] [bbotk] Result of batch 139:
## INFO [13:20:31.725] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:31.725] [bbotk] 2.957649 linear 0.6792453 0 0 0.141
## INFO [13:20:31.725] [bbotk] uhash
## INFO [13:20:31.725] [bbotk] 0e5bb221-1547-4036-8ab8-353dd8405be0
## INFO [13:20:31.727] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:31.730] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:31.733] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:31.892] [mlr3] Finished benchmark
## INFO [13:20:31.905] [bbotk] Result of batch 140:
## INFO [13:20:31.906] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:31.906] [bbotk] 27.29419 radial 0.5990566 0 0 0.155
## INFO [13:20:31.906] [bbotk] uhash
## INFO [13:20:31.906] [bbotk] dc9349e5-6cbb-45bd-a13d-9ebd194cb167
## INFO [13:20:31.907] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:31.911] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:31.914] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:32.362] [mlr3] Finished benchmark
## INFO [13:20:32.373] [bbotk] Result of batch 141:
## INFO [13:20:32.375] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:32.375] [bbotk] 21.42053 linear 0.6792453 0 0 0.444
## INFO [13:20:32.375] [bbotk] uhash
## INFO [13:20:32.375] [bbotk] ef04de6a-c7af-483c-b16a-609d0dbe7d3f
## INFO [13:20:32.376] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:32.380] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:32.383] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:32.575] [mlr3] Finished benchmark
## INFO [13:20:32.595] [bbotk] Result of batch 142:
## INFO [13:20:32.597] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:32.597] [bbotk] 34.45153 radial 0.5896226 0 0 0.189
## INFO [13:20:32.597] [bbotk] uhash
## INFO [13:20:32.597] [bbotk] c24d6fd3-48ad-4f62-8b1a-ca6f7ac77642
## INFO [13:20:32.600] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:32.604] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:32.607] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:32.743] [mlr3] Finished benchmark
## INFO [13:20:32.756] [bbotk] Result of batch 143:
## INFO [13:20:32.757] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:32.757] [bbotk] 2.231366 linear 0.6768868 0 0 0.132
## INFO [13:20:32.757] [bbotk] uhash
## INFO [13:20:32.757] [bbotk] 4110655a-d04a-4a64-92b7-92cea3aaf159
## INFO [13:20:32.759] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:32.762] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:32.765] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:32.860] [mlr3] Finished benchmark
## INFO [13:20:32.872] [bbotk] Result of batch 144:
## INFO [13:20:32.873] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:32.873] [bbotk] 3.921186 radial 0.6580189 0 0 0.093
## INFO [13:20:32.873] [bbotk] uhash
## INFO [13:20:32.873] [bbotk] 59841244-fcc2-4b5a-95f2-f99fde43439d
## INFO [13:20:32.875] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:32.879] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:32.881] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:32.968] [mlr3] Finished benchmark
## INFO [13:20:32.984] [bbotk] Result of batch 145:
## INFO [13:20:32.986] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:32.986] [bbotk] 2.43122 radial 0.6745283 0 0 0.084
## INFO [13:20:32.986] [bbotk] uhash
## INFO [13:20:32.986] [bbotk] 1f830f02-1d98-498b-bbb3-31886ab929f8
## INFO [13:20:32.988] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:32.993] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:32.997] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:33.138] [mlr3] Finished benchmark
## INFO [13:20:33.151] [bbotk] Result of batch 146:
## INFO [13:20:33.152] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:33.152] [bbotk] 19.71291 radial 0.6061321 0 0 0.137
## INFO [13:20:33.152] [bbotk] uhash
## INFO [13:20:33.152] [bbotk] 7342a8f2-390e-4279-9ede-1ee18d33ce0c
## INFO [13:20:33.154] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:33.158] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:33.161] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:33.287] [mlr3] Finished benchmark
## INFO [13:20:33.298] [bbotk] Result of batch 147:
## INFO [13:20:33.300] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:33.300] [bbotk] 12.72309 radial 0.615566 0 0 0.122
## INFO [13:20:33.300] [bbotk] uhash
## INFO [13:20:33.300] [bbotk] 32dc37cc-f8a3-45c2-8cb4-6184915551ad
## INFO [13:20:33.301] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:33.305] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:33.307] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:33.477] [mlr3] Finished benchmark
## INFO [13:20:33.489] [bbotk] Result of batch 148:
## INFO [13:20:33.490] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:33.490] [bbotk] 35.86337 radial 0.5872642 0 0 0.166
## INFO [13:20:33.490] [bbotk] uhash
## INFO [13:20:33.490] [bbotk] 4586e9ed-9a06-4023-b1f1-ff9539de1b4e
## INFO [13:20:33.492] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:33.501] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:33.504] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:33.759] [mlr3] Finished benchmark
## INFO [13:20:33.773] [bbotk] Result of batch 149:
## INFO [13:20:33.774] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:33.774] [bbotk] 7.953895 linear 0.6792453 0 0 0.249
## INFO [13:20:33.774] [bbotk] uhash
## INFO [13:20:33.774] [bbotk] cfdec354-082f-4002-bd3c-ba0c554e092e
## INFO [13:20:33.776] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:33.780] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:33.783] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:33.937] [mlr3] Finished benchmark
## INFO [13:20:33.950] [bbotk] Result of batch 150:
## INFO [13:20:33.952] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:33.952] [bbotk] 17.31924 radial 0.6108491 0 0 0.15
## INFO [13:20:33.952] [bbotk] uhash
## INFO [13:20:33.952] [bbotk] ce0cecd4-015f-4a59-a525-8e9fcc5bf9db
## INFO [13:20:33.953] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:33.957] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:33.960] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:34.629] [mlr3] Finished benchmark
## INFO [13:20:34.641] [bbotk] Result of batch 151:
## INFO [13:20:34.642] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:34.642] [bbotk] 29.91226 linear 0.6768868 0 0 0.665
## INFO [13:20:34.642] [bbotk] uhash
## INFO [13:20:34.642] [bbotk] 64467632-8f2f-4b4b-8f85-1904c3844ed9
## INFO [13:20:34.643] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:34.647] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:34.649] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:34.808] [mlr3] Finished benchmark
## INFO [13:20:34.827] [bbotk] Result of batch 152:
## INFO [13:20:34.829] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:34.829] [bbotk] 24.9796 radial 0.6014151 0 0 0.154
## INFO [13:20:34.829] [bbotk] uhash
## INFO [13:20:34.829] [bbotk] b65fdd96-a798-47f7-8fbf-7f74390bc4d8
## INFO [13:20:34.830] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:34.835] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:34.837] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:35.037] [mlr3] Finished benchmark
## INFO [13:20:35.051] [bbotk] Result of batch 153:
## INFO [13:20:35.052] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:35.052] [bbotk] 47.87745 radial 0.5919811 0 0 0.196
## INFO [13:20:35.052] [bbotk] uhash
## INFO [13:20:35.052] [bbotk] 8f65d58b-5c6c-4c67-a9cc-2c5aa7c6fd3d
## INFO [13:20:35.053] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:35.057] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:35.060] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:35.599] [mlr3] Finished benchmark
## INFO [13:20:35.612] [bbotk] Result of batch 154:
## INFO [13:20:35.614] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:35.614] [bbotk] 27.7514 linear 0.6768868 0 0 0.535
## INFO [13:20:35.614] [bbotk] uhash
## INFO [13:20:35.614] [bbotk] c38c15e0-3dbc-4f57-bf17-4b179d59f296
## INFO [13:20:35.615] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:35.619] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:35.621] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:36.602] [mlr3] Finished benchmark
## INFO [13:20:36.618] [bbotk] Result of batch 155:
## INFO [13:20:36.619] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:36.619] [bbotk] 44.88568 linear 0.6768868 0 0 0.976
## INFO [13:20:36.619] [bbotk] uhash
## INFO [13:20:36.619] [bbotk] cac90583-aee8-4bfc-81dc-6bbbebc519a0
## INFO [13:20:36.621] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:36.625] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:36.628] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:37.024] [mlr3] Finished benchmark
## INFO [13:20:37.037] [bbotk] Result of batch 156:
## INFO [13:20:37.038] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:37.038] [bbotk] 15.66461 linear 0.6792453 0 0 0.392
## INFO [13:20:37.038] [bbotk] uhash
## INFO [13:20:37.038] [bbotk] 17ac5ec0-e5bb-4777-945b-ec1db54575a2
## INFO [13:20:37.040] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:37.044] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:37.046] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:37.589] [mlr3] Finished benchmark
## INFO [13:20:37.601] [bbotk] Result of batch 157:
## INFO [13:20:37.602] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:37.602] [bbotk] 24.72065 linear 0.6792453 0 0 0.54
## INFO [13:20:37.602] [bbotk] uhash
## INFO [13:20:37.602] [bbotk] 3b83e983-f99d-48bb-b771-3008bc219789
## INFO [13:20:37.603] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:37.607] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:37.609] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:38.532] [mlr3] Finished benchmark
## INFO [13:20:38.548] [bbotk] Result of batch 158:
## INFO [13:20:38.549] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:38.549] [bbotk] 47.99416 linear 0.6792453 0 0 0.919
## INFO [13:20:38.549] [bbotk] uhash
## INFO [13:20:38.549] [bbotk] 9e07030b-fef3-4321-ab4e-64e03c530548
## INFO [13:20:38.550] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:38.554] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:38.557] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:38.657] [mlr3] Finished benchmark
## INFO [13:20:38.671] [bbotk] Result of batch 159:
## INFO [13:20:38.672] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:38.672] [bbotk] 4.620693 radial 0.6462264 0 0 0.096
## INFO [13:20:38.672] [bbotk] uhash
## INFO [13:20:38.672] [bbotk] 53745c68-ab8a-4ce7-82ef-f18bdfc96a9b
## INFO [13:20:38.673] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:38.677] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:38.680] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:38.783] [mlr3] Finished benchmark
## INFO [13:20:38.796] [bbotk] Result of batch 160:
## INFO [13:20:38.797] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:38.797] [bbotk] 4.25127 radial 0.6509434 0 0 0.099
## INFO [13:20:38.797] [bbotk] uhash
## INFO [13:20:38.797] [bbotk] 064877bf-c204-4255-af69-2e65e2349ac3
## INFO [13:20:38.799] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:38.803] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:38.806] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:38.965] [mlr3] Finished benchmark
## INFO [13:20:38.981] [bbotk] Result of batch 161:
## INFO [13:20:38.982] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:38.982] [bbotk] 24.84536 radial 0.5966981 0 0 0.155
## INFO [13:20:38.982] [bbotk] uhash
## INFO [13:20:38.982] [bbotk] c0134915-229a-417f-80b4-e2b7833ef568
## INFO [13:20:38.984] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:38.988] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:38.990] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:39.191] [mlr3] Finished benchmark
## INFO [13:20:39.204] [bbotk] Result of batch 162:
## INFO [13:20:39.205] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:39.205] [bbotk] 41.62489 radial 0.5896226 0 0 0.196
## INFO [13:20:39.205] [bbotk] uhash
## INFO [13:20:39.205] [bbotk] 5a079875-b3a6-4c87-96f5-4ba15cb17238
## INFO [13:20:39.207] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:39.211] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:39.214] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:39.394] [mlr3] Finished benchmark
## INFO [13:20:39.414] [bbotk] Result of batch 163:
## INFO [13:20:39.416] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:39.416] [bbotk] 33.29613 radial 0.5896226 0 0 0.177
## INFO [13:20:39.416] [bbotk] uhash
## INFO [13:20:39.416] [bbotk] f4a97067-4147-47b4-9833-a6d8a2840a97
## INFO [13:20:39.418] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:39.424] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:39.427] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:39.851] [mlr3] Finished benchmark
## INFO [13:20:39.864] [bbotk] Result of batch 164:
## INFO [13:20:39.866] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:39.866] [bbotk] 19.03842 linear 0.6768868 0 0 0.419
## INFO [13:20:39.866] [bbotk] uhash
## INFO [13:20:39.866] [bbotk] 6ba9179a-61e2-47fe-8991-978ac904f7fc
## INFO [13:20:39.867] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:39.871] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:39.874] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:40.578] [mlr3] Finished benchmark
## INFO [13:20:40.593] [bbotk] Result of batch 165:
## INFO [13:20:40.594] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:40.594] [bbotk] 35.83239 linear 0.6792453 0 0 0.701
## INFO [13:20:40.594] [bbotk] uhash
## INFO [13:20:40.594] [bbotk] 0b76c704-7b33-4ea2-8858-77d48f420d5c
## INFO [13:20:40.596] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:40.600] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:40.603] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:40.730] [mlr3] Finished benchmark
## INFO [13:20:40.751] [bbotk] Result of batch 166:
## INFO [13:20:40.753] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:40.753] [bbotk] 11.09374 radial 0.615566 0 0 0.123
## INFO [13:20:40.753] [bbotk] uhash
## INFO [13:20:40.753] [bbotk] 5343dad8-b4c0-4349-af7c-831116aae86d
## INFO [13:20:40.755] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:40.760] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:40.762] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:40.871] [mlr3] Finished benchmark
## INFO [13:20:40.885] [bbotk] Result of batch 167:
## INFO [13:20:40.886] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:40.886] [bbotk] 6.199252 radial 0.6367925 0 0 0.105
## INFO [13:20:40.886] [bbotk] uhash
## INFO [13:20:40.886] [bbotk] e9000aa4-78a2-407f-9d6f-a0fabda22ed2
## INFO [13:20:40.888] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:40.892] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:40.895] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:41.035] [mlr3] Finished benchmark
## INFO [13:20:41.048] [bbotk] Result of batch 168:
## INFO [13:20:41.049] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:41.049] [bbotk] 2.558834 linear 0.6792453 0 0 0.136
## INFO [13:20:41.049] [bbotk] uhash
## INFO [13:20:41.049] [bbotk] 55ad3b03-7482-4981-9ddc-526e563e812a
## INFO [13:20:41.051] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:41.055] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:41.058] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:41.159] [mlr3] Finished benchmark
## INFO [13:20:41.176] [bbotk] Result of batch 169:
## INFO [13:20:41.177] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:41.177] [bbotk] 1.211185 radial 0.6863208 0 0 0.097
## INFO [13:20:41.177] [bbotk] uhash
## INFO [13:20:41.177] [bbotk] 967c692c-ee5e-4d7d-a888-a4806f8c3158
## INFO [13:20:41.179] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:41.184] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:41.187] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:42.102] [mlr3] Finished benchmark
## INFO [13:20:42.116] [bbotk] Result of batch 170:
## INFO [13:20:42.118] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:42.118] [bbotk] 43.36497 linear 0.6792453 0 0 0.911
## INFO [13:20:42.118] [bbotk] uhash
## INFO [13:20:42.118] [bbotk] aa48caca-c922-414a-a253-7efa659f756c
## INFO [13:20:42.119] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:42.123] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:42.126] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:42.253] [mlr3] Finished benchmark
## INFO [13:20:42.267] [bbotk] Result of batch 171:
## INFO [13:20:42.268] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:42.268] [bbotk] 11.96134 radial 0.6179245 0 0 0.125
## INFO [13:20:42.268] [bbotk] uhash
## INFO [13:20:42.268] [bbotk] 8b11fb15-d4c9-4a00-b0e6-aee87846e37e
## INFO [13:20:42.270] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:42.274] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:42.276] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:42.481] [mlr3] Finished benchmark
## INFO [13:20:42.497] [bbotk] Result of batch 172:
## INFO [13:20:42.498] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:42.498] [bbotk] 46.41446 radial 0.5943396 0 0 0.201
## INFO [13:20:42.498] [bbotk] uhash
## INFO [13:20:42.498] [bbotk] 19e1920d-e0bd-4400-b5d5-bc1b0380c4c5
## INFO [13:20:42.500] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:42.504] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:42.506] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:42.664] [mlr3] Finished benchmark
## INFO [13:20:42.676] [bbotk] Result of batch 173:
## INFO [13:20:42.677] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:42.677] [bbotk] 23.91696 radial 0.5919811 0 0 0.154
## INFO [13:20:42.677] [bbotk] uhash
## INFO [13:20:42.677] [bbotk] 12c8e1b9-8ff6-413f-8a4a-92e4bffecc14
## INFO [13:20:42.679] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:42.683] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:42.686] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:42.947] [mlr3] Finished benchmark
## INFO [13:20:42.964] [bbotk] Result of batch 174:
## INFO [13:20:42.965] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:42.965] [bbotk] 9.36355 linear 0.6792453 0 0 0.257
## INFO [13:20:42.965] [bbotk] uhash
## INFO [13:20:42.965] [bbotk] ed5bdc0b-f6d1-4c8d-9078-449a073434c0
## INFO [13:20:42.968] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:42.973] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:42.976] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:43.546] [mlr3] Finished benchmark
## INFO [13:20:43.561] [bbotk] Result of batch 175:
## INFO [13:20:43.562] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:43.562] [bbotk] 25.41963 linear 0.6768868 0 0 0.566
## INFO [13:20:43.562] [bbotk] uhash
## INFO [13:20:43.562] [bbotk] 6fb92f33-6ac2-467f-9d05-e11f30608e2b
## INFO [13:20:43.564] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:43.568] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:43.571] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:44.484] [mlr3] Finished benchmark
## INFO [13:20:44.497] [bbotk] Result of batch 176:
## INFO [13:20:44.498] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:44.498] [bbotk] 44.06514 linear 0.6768868 0 0 0.908
## INFO [13:20:44.498] [bbotk] uhash
## INFO [13:20:44.498] [bbotk] 1dc5a1db-5bcc-4b69-a9c5-9d27683b0344
## INFO [13:20:44.500] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:44.504] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:44.507] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:44.622] [mlr3] Finished benchmark
## INFO [13:20:44.637] [bbotk] Result of batch 177:
## INFO [13:20:44.638] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:44.638] [bbotk] 6.436144 radial 0.6415094 0 0 0.111
## INFO [13:20:44.638] [bbotk] uhash
## INFO [13:20:44.638] [bbotk] 02ae4d76-dd49-4a13-a465-7a837344701b
## INFO [13:20:44.640] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:44.644] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:44.646] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:44.735] [mlr3] Finished benchmark
## INFO [13:20:44.750] [bbotk] Result of batch 178:
## INFO [13:20:44.751] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:44.751] [bbotk] 0.8150023 radial 0.6839623 0 0 0.086
## INFO [13:20:44.751] [bbotk] uhash
## INFO [13:20:44.751] [bbotk] 2e583329-b5ae-4eb2-b10e-6bd79e4b3122
## INFO [13:20:44.753] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:44.757] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:44.760] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:44.871] [mlr3] Finished benchmark
## INFO [13:20:44.885] [bbotk] Result of batch 179:
## INFO [13:20:44.886] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:44.886] [bbotk] 5.23013 radial 0.6367925 0 0 0.107
## INFO [13:20:44.886] [bbotk] uhash
## INFO [13:20:44.886] [bbotk] b0e2c059-92b1-4dd2-9c17-0d7c1b517d9e
## INFO [13:20:44.891] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:44.898] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:44.901] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:45.421] [mlr3] Finished benchmark
## INFO [13:20:45.434] [bbotk] Result of batch 180:
## INFO [13:20:45.435] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:45.435] [bbotk] 22.32445 linear 0.6792453 0 0 0.516
## INFO [13:20:45.435] [bbotk] uhash
## INFO [13:20:45.435] [bbotk] b8772172-15f0-4c33-989d-d7f787d07f57
## INFO [13:20:45.437] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:45.441] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:45.444] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:46.161] [mlr3] Finished benchmark
## INFO [13:20:46.173] [bbotk] Result of batch 181:
## INFO [13:20:46.175] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:46.175] [bbotk] 39.34534 linear 0.6792453 0 0 0.714
## INFO [13:20:46.175] [bbotk] uhash
## INFO [13:20:46.175] [bbotk] 23f3c23a-3abe-47bf-a11b-38618cd5e2b2
## INFO [13:20:46.176] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:46.180] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:46.182] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:46.940] [mlr3] Finished benchmark
## INFO [13:20:46.955] [bbotk] Result of batch 182:
## INFO [13:20:46.956] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:46.956] [bbotk] 38.55883 linear 0.6768868 0 0 0.753
## INFO [13:20:46.956] [bbotk] uhash
## INFO [13:20:46.956] [bbotk] 9340ff57-3895-417d-908d-4adfcfaab212
## INFO [13:20:46.958] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:46.962] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:46.965] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:47.077] [mlr3] Finished benchmark
## INFO [13:20:47.089] [bbotk] Result of batch 183:
## INFO [13:20:47.090] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:47.090] [bbotk] 6.984899 radial 0.6320755 0 0 0.108
## INFO [13:20:47.090] [bbotk] uhash
## INFO [13:20:47.090] [bbotk] d997fd13-67ae-43e9-a977-5eef92320eac
## INFO [13:20:47.092] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:47.096] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:47.099] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:47.210] [mlr3] Finished benchmark
## INFO [13:20:47.236] [bbotk] Result of batch 184:
## INFO [13:20:47.238] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:47.238] [bbotk] 6.902511 radial 0.6367925 0 0 0.107
## INFO [13:20:47.238] [bbotk] uhash
## INFO [13:20:47.238] [bbotk] d2d0b517-a5b0-4ff4-8a7e-36a04a734aa6
## INFO [13:20:47.240] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:47.244] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:47.247] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:47.833] [mlr3] Finished benchmark
## INFO [13:20:47.845] [bbotk] Result of batch 185:
## INFO [13:20:47.846] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:47.846] [bbotk] 30.4319 linear 0.6768868 0 0 0.582
## INFO [13:20:47.846] [bbotk] uhash
## INFO [13:20:47.846] [bbotk] d25e0413-0756-4523-b643-8a9757592315
## INFO [13:20:47.848] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:47.851] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:47.853] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:48.401] [mlr3] Finished benchmark
## INFO [13:20:48.414] [bbotk] Result of batch 186:
## INFO [13:20:48.415] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:48.415] [bbotk] 26.83589 linear 0.6792453 0 0 0.546
## INFO [13:20:48.415] [bbotk] uhash
## INFO [13:20:48.415] [bbotk] 94a61727-297f-4c2a-ae6b-c95e42a9ef53
## INFO [13:20:48.417] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:48.420] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:48.428] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:49.293] [mlr3] Finished benchmark
## INFO [13:20:49.307] [bbotk] Result of batch 187:
## INFO [13:20:49.308] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:49.308] [bbotk] 45.87259 linear 0.6792453 0 0 0.859
## INFO [13:20:49.308] [bbotk] uhash
## INFO [13:20:49.308] [bbotk] c6421c0a-6377-4a85-bf22-55e0f9c9a8cc
## INFO [13:20:49.309] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:49.313] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:49.316] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:50.019] [mlr3] Finished benchmark
## INFO [13:20:50.031] [bbotk] Result of batch 188:
## INFO [13:20:50.032] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:50.032] [bbotk] 33.93963 linear 0.6768868 0 0 0.7
## INFO [13:20:50.032] [bbotk] uhash
## INFO [13:20:50.032] [bbotk] d761497c-0121-4d97-8672-e6bbb5afe2a3
## INFO [13:20:50.033] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:50.037] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:50.039] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:50.229] [mlr3] Finished benchmark
## INFO [13:20:50.243] [bbotk] Result of batch 189:
## INFO [13:20:50.244] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:50.244] [bbotk] 47.13721 radial 0.5872642 0 0 0.186
## INFO [13:20:50.244] [bbotk] uhash
## INFO [13:20:50.244] [bbotk] 99df9587-e02f-47dd-bb6b-d1607e774e0b
## INFO [13:20:50.245] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:50.249] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:50.251] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:50.334] [mlr3] Finished benchmark
## INFO [13:20:50.345] [bbotk] Result of batch 190:
## INFO [13:20:50.346] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:50.346] [bbotk] 1.243567 radial 0.6816038 0 0 0.079
## INFO [13:20:50.346] [bbotk] uhash
## INFO [13:20:50.346] [bbotk] 8875b973-0227-43ba-ad5f-a405bff7be86
## INFO [13:20:50.348] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:50.351] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:50.354] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:50.459] [mlr3] Finished benchmark
## INFO [13:20:50.474] [bbotk] Result of batch 191:
## INFO [13:20:50.475] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:50.475] [bbotk] 5.786644 radial 0.634434 0 0 0.101
## INFO [13:20:50.475] [bbotk] uhash
## INFO [13:20:50.475] [bbotk] e78acff0-43c2-4b98-8045-ecb8d9c819f9
## INFO [13:20:50.476] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:50.480] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:50.482] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:51.357] [mlr3] Finished benchmark
## INFO [13:20:51.370] [bbotk] Result of batch 192:
## INFO [13:20:51.371] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:51.371] [bbotk] 48.81396 linear 0.6768868 0 0 0.872
## INFO [13:20:51.371] [bbotk] uhash
## INFO [13:20:51.371] [bbotk] 74561208-25aa-41b5-9e0b-70d997ed7ee6
## INFO [13:20:51.373] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:51.377] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:51.380] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:51.556] [mlr3] Finished benchmark
## INFO [13:20:51.650] [bbotk] Result of batch 193:
## INFO [13:20:51.653] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:51.653] [bbotk] 42.51029 radial 0.5896226 0 0 0.173
## INFO [13:20:51.653] [bbotk] uhash
## INFO [13:20:51.653] [bbotk] d070b7e9-d619-4184-99ef-43a8facb62a2
## INFO [13:20:51.655] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:51.661] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:51.665] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:52.155] [mlr3] Finished benchmark
## INFO [13:20:52.167] [bbotk] Result of batch 194:
## INFO [13:20:52.168] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:52.168] [bbotk] 25.52332 linear 0.6792453 0 0 0.486
## INFO [13:20:52.168] [bbotk] uhash
## INFO [13:20:52.168] [bbotk] 120028e4-e233-4c76-b710-335bfcd8d1bc
## INFO [13:20:52.169] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:52.173] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:52.176] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:52.808] [mlr3] Finished benchmark
## INFO [13:20:52.821] [bbotk] Result of batch 195:
## INFO [13:20:52.822] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:52.822] [bbotk] 32.05929 linear 0.6768868 0 0 0.627
## INFO [13:20:52.822] [bbotk] uhash
## INFO [13:20:52.822] [bbotk] 573584eb-bf63-4a0e-82c6-02e2452f9f34
## INFO [13:20:52.824] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:52.828] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:52.831] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:52.941] [mlr3] Finished benchmark
## INFO [13:20:52.961] [bbotk] Result of batch 196:
## INFO [13:20:52.963] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:52.963] [bbotk] 10.47672 radial 0.6273585 0 0 0.105
## INFO [13:20:52.963] [bbotk] uhash
## INFO [13:20:52.963] [bbotk] a7c32cb1-eaf5-40eb-aba9-727c16815599
## INFO [13:20:52.965] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:52.970] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:52.973] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:53.119] [mlr3] Finished benchmark
## INFO [13:20:53.132] [bbotk] Result of batch 197:
## INFO [13:20:53.133] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:53.133] [bbotk] 23.12183 radial 0.5943396 0 0 0.142
## INFO [13:20:53.133] [bbotk] uhash
## INFO [13:20:53.133] [bbotk] 4a23a647-b830-4ee9-8284-e40f43c9d7d5
## INFO [13:20:53.134] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:53.138] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:53.142] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:53.255] [mlr3] Finished benchmark
## INFO [13:20:53.267] [bbotk] Result of batch 198:
## INFO [13:20:53.268] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:53.268] [bbotk] 10.79249 radial 0.6273585 0 0 0.11
## INFO [13:20:53.268] [bbotk] uhash
## INFO [13:20:53.268] [bbotk] bf77ec48-87c4-40b5-9f30-0ef2f2743fbf
## INFO [13:20:53.269] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:53.273] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:53.276] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:53.396] [mlr3] Finished benchmark
## INFO [13:20:53.407] [bbotk] Result of batch 199:
## INFO [13:20:53.412] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:53.412] [bbotk] 16.09635 radial 0.6108491 0 0 0.116
## INFO [13:20:53.412] [bbotk] uhash
## INFO [13:20:53.412] [bbotk] 4f7ce369-2727-4439-a1d6-531567ab1188
## INFO [13:20:53.414] [bbotk] Evaluating 1 configuration(s)
## INFO [13:20:53.419] [mlr3] Running benchmark with 1 resampling iterations
## INFO [13:20:53.422] [mlr3] Applying learner 'classif.svm' on task 'drugs-data' (iter 1/1)
## INFO [13:20:53.860] [mlr3] Finished benchmark
## INFO [13:20:53.872] [bbotk] Result of batch 200:
## INFO [13:20:53.873] [bbotk] cost kernel classif.acc warnings errors runtime_learners
## INFO [13:20:53.873] [bbotk] 20.8224 linear 0.6768868 0 0 0.434
## INFO [13:20:53.873] [bbotk] uhash
## INFO [13:20:53.873] [bbotk] 8188c5b0-4e40-4bd2-915a-17597b27bc8c
## INFO [13:20:53.876] [bbotk] Finished optimizing after 200 evaluation(s)
## INFO [13:20:53.876] [bbotk] Result:
## INFO [13:20:53.877] [bbotk] cost kernel learner_param_vals x_domain classif.acc
## INFO [13:20:53.877] [bbotk] <num> <char> <list> <list> <num>
## INFO [13:20:53.877] [bbotk] 0.4850929 radial <list[3]> <list[2]> 0.6863208
## INFO [13:20:54.578] [mlr3] Finished benchmarkfuture::plan("sequential")11. Now aggregate the results using different performance metrics - accuracy, sensitivity, specificty and AUC. Also make sure to calculate not only the mean over the four folds but also the standard deviation to get an idea of how stable the performance estimates are.
mes_list <- list(
msr("classif.sensitivity"),
msr("classif.sensitivity", id = "classif.sensitivity.sd", aggregator = sd),
msr("classif.specificity"),
msr("classif.specificity", id = "classif.specificity.sd", aggregator = sd),
msr("classif.acc"),
msr("classif.acc", id = "classif.acc.sd", aggregator = sd),
msr("classif.auc"),
msr("classif.auc", id = "classif.auc.sd", aggregator = sd)
)
results$aggregate(mes_list)12. Use the autoplot function from the mlr3viz
package to create a boxplot to visualize the accuracy of each learner in
the benchmark experiment.
# autoplot can be used to create a nice plot that summarizes the benchmark results (e.g., a boxplot)
mlr3viz::autoplot(results, measure = msr("classif.acc"), type = "boxplot")
Hand-in
When you have finished the practical,
enclose all files of the project (i.e. all
.Rand/or.Rmdfiles including the one with your answers, and the.Rprojfile) in a zip file, andhand in the zip here. Do so before next week’s lecture.