## -- Attaching packages --------------------------------------- tidyverse 1.3.0 --## v ggplot2 3.3.2 v purrr 0.3.4
## v tibble 3.0.4 v dplyr 1.0.2
## v tidyr 1.1.2 v stringr 1.4.0
## v readr 1.4.0 v forcats 0.5.0## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x dplyr::filter() masks stats::filter()
## x dplyr::lag() masks stats::lag()library(mlr3)
library(paradox)
library(mlr3learners)
library(mlr3pipelines)
library(mlr3tuning)
library(rpart.plot)## Loading required package: rpartDeskripsi singkat data
Tutorial kali ini akan menggunakan data yaitu German Credit. Berikut adalah informasi singkat mengenai data
This dataset classifies people described by a set of attributes as good or bad credit risks.
Author: Dr. Hans Hofmann Source: UCI - 1994 Please cite: Dua, D. and Graff, C. (2019). UCI Machine Learning Repository [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California, School of Information and Computer Science.
Attribute description
- Status of existing checking account, in Deutsche Mark.
- Credit history (credits taken, paid back duly, delays, critical accounts)
- Purpose of the credit (car, television,…)
- Credit amount
- Status of savings account/bonds, in Deutsche Mark.
- Present employment, in number of years.
- Installment rate in percentage of disposable income
- Personal status (married, single,…) and sex
- Other debtors / guarantors
- Present residence since X years
- Property (e.g. real estate)
- Age in years
- Other installment plans (banks, stores)
- Housing (rent, own,…)
- Number of existing credits at this bank
- Job
- Number of people being liable to provide maintenance for
- Telephone (yes,no)
- Foreign worker (yes,no)
- Duration in months
data ini bisa diperoleh di link berikut ini https://www.openml.org/data/get_csv/31/dataset_31_credit-g.arff
Pada tutorial ini, kita akan membahas tentang penerapan pohon klasifikasi dengan menggunakan ekosistem mlr3. Selain itu kita akan mencoba untuk membandingkan pohon klasifikasi ini dengan regresi logistik dan regresi logistik ditambah diskritisasi.
Import data di R
## Rows: 1,000
## Columns: 21
## $ checking_status <fct> '<0', '0<=X<200', 'no checking', '<0', '<0',...
## $ duration <int> 6, 48, 12, 42, 24, 36, 24, 36, 12, 30, 12, 4...
## $ credit_history <fct> 'critical/other existing credit', 'existing ...
## $ purpose <fct> radio/tv, radio/tv, education, furniture/equ...
## $ credit_amount <int> 1169, 5951, 2096, 7882, 4870, 9055, 2835, 69...
## $ savings_status <fct> 'no known savings', '<100', '<100', '<100', ...
## $ employment <fct> '>=7', '1<=X<4', '4<=X<7', '4<=X<7', '1<=X<4...
## $ installment_commitment <int> 4, 2, 2, 2, 3, 2, 3, 2, 2, 4, 3, 3, 1, 4, 2,...
## $ personal_status <fct> 'male single', 'female div/dep/mar', 'male s...
## $ other_parties <fct> none, none, none, guarantor, none, none, non...
## $ residence_since <int> 4, 2, 3, 4, 4, 4, 4, 2, 4, 2, 1, 4, 1, 4, 4,...
## $ property_magnitude <fct> 'real estate', 'real estate', 'real estate',...
## $ age <int> 67, 22, 49, 45, 53, 35, 53, 35, 61, 28, 25, ...
## $ other_payment_plans <fct> none, none, none, none, none, none, none, no...
## $ housing <fct> own, own, own, 'for free', 'for free', 'for ...
## $ existing_credits <int> 2, 1, 1, 1, 2, 1, 1, 1, 1, 2, 1, 1, 1, 2, 1,...
## $ job <fct> skilled, skilled, 'unskilled resident', skil...
## $ num_dependents <int> 1, 1, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1,...
## $ own_telephone <fct> yes, none, none, none, none, yes, none, yes,...
## $ foreign_worker <fct> yes, yes, yes, yes, yes, yes, yes, yes, yes,...
## $ class <fct> good, bad, good, good, bad, good, good, good...Khusus yang menggunakan R versi 4.00 keatas, argumen stringsAsFactors = TRUE disertakan agar data yang berbentuk string bisa berubah menjadi factor.
Import data ke ekosistem mlr3
Pada tahap ini fungsi TaskClassif digunakan untuk import data dari R ke mlr3. Karena target/peubah respon dari data ini adalah peubah biner maka termasuk dalam masalah klasifikasi.
Menentukan model yang digunakan
Karena kita akan menggunakan diskritisasi, jangan lupa untuk mengimport file PipeOpBinning.R yang bisa di download dari
https://github.com/gerrydito/Model-Klasifikasi/raw/master/Praktikum/diskritisasi/PipeOpBinning.R.
Pada tutorial ini diskritisasi yang akan digunakan adalah chimerge.
## Chi Merge
chimerge_binning <- po("binning",method="chimerge",id="chimerge")%>>%
po("learner",lrn("classif.log_reg",predict_type="prob"))Kemudian, untuk menggunakan pohon klasifikasi, kita harus menginstall package rpart terlebih dahulu. Seperti bisa untuk mendefinisikan model, kita menggunakan fungsi lrn.
model_pohon <- lrn("classif.rpart",predict_type="prob")
model_logistik <- lrn("classif.log_reg",predict_type="prob")Selanjutnya kita akan menggabungkan model-model diatas dalam bentuk list
Menentukan cara pembagian data
Metode pembagian data ditentukan dengan menggunakan fungsi rsmp.
Metode pembagian data yang dipilih disini adalah metode cross validation dengan 10 lipatan (folds=10).
Melakukan training dan menghitung performa model
Pada tahap ini, training dilakukan berdasarkan pembagian data yang telah ditentukan sebelumnya dengan menggunakan fungsi resample.
set.seed(123)
train_pohon = resample(task = task_credit,
learner = model_pohon, resampling = resample_credit_cv,
store_models = TRUE
)## INFO [12:12:11.769] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:11.849] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:11.897] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:11.931] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:11.964] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:12.000] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:12.032] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:12.061] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:12.096] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:12.138] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)Setelah melakukan proses training kita bisa langsung menghitung performa model seperti biasa. Namun, package mlr3 juga memungkinkan untuk mengakses output model yang telah dilakukan training.
Sebagai catatan, angka satu pada sintaks diatas berarti kita megakses output model pada lipatan/folds yang pertama. Karena ada 10 folds, maka angka tersebut bisa diganti diantara 1 sampai 10.
Setelah menyimpan hasil output dalam object bernama model_pohon_output, kita bisa menggunakanya untuk melihat grafik pohon dengan menggunakan fungsi rpart.plot dari packages rpart.plot.
## Warning: Cannot retrieve the data used to build the model (so cannot determine roundint and is.binary for the variables).
## To silence this warning:
## Call rpart.plot with roundint=FALSE,
## or rebuild the rpart model with model=TRUE.
Namun, sepertinya grafik pohon yang terbentuk kurang bisa diinterpretasikan karena tidak terlalu terlihat.
Ukuran kebaikan model bisa dihitung dengan sintaks dibawah ini. Ingat bahwa jika ukuran kebaikan model yang dihitung lebih dari satu maka harus disatukan dengan menggunakan list.
# menghitung ukuran kebaikan overall dari CV
train_pohon$aggregate(list(msr("classif.acc"),
msr("classif.specificity"),
msr("classif.sensitivity")
))## classif.acc classif.specificity classif.sensitivity
## 0.7230000 0.8608499 0.4081393# menghitung ukuran kebaikan setiap fold/lipatan dari CV
train_pohon$score(list(msr("classif.acc"),
msr("classif.specificity"),
msr("classif.sensitivity")
))## task task_id learner learner_id
## 1: <TaskClassif[45]> credit <LearnerClassifRpart[33]> classif.rpart
## 2: <TaskClassif[45]> credit <LearnerClassifRpart[33]> classif.rpart
## 3: <TaskClassif[45]> credit <LearnerClassifRpart[33]> classif.rpart
## 4: <TaskClassif[45]> credit <LearnerClassifRpart[33]> classif.rpart
## 5: <TaskClassif[45]> credit <LearnerClassifRpart[33]> classif.rpart
## 6: <TaskClassif[45]> credit <LearnerClassifRpart[33]> classif.rpart
## 7: <TaskClassif[45]> credit <LearnerClassifRpart[33]> classif.rpart
## 8: <TaskClassif[45]> credit <LearnerClassifRpart[33]> classif.rpart
## 9: <TaskClassif[45]> credit <LearnerClassifRpart[33]> classif.rpart
## 10: <TaskClassif[45]> credit <LearnerClassifRpart[33]> classif.rpart
## resampling resampling_id iteration prediction
## 1: <ResamplingCV[19]> cv 1 <PredictionClassif[19]>
## 2: <ResamplingCV[19]> cv 2 <PredictionClassif[19]>
## 3: <ResamplingCV[19]> cv 3 <PredictionClassif[19]>
## 4: <ResamplingCV[19]> cv 4 <PredictionClassif[19]>
## 5: <ResamplingCV[19]> cv 5 <PredictionClassif[19]>
## 6: <ResamplingCV[19]> cv 6 <PredictionClassif[19]>
## 7: <ResamplingCV[19]> cv 7 <PredictionClassif[19]>
## 8: <ResamplingCV[19]> cv 8 <PredictionClassif[19]>
## 9: <ResamplingCV[19]> cv 9 <PredictionClassif[19]>
## 10: <ResamplingCV[19]> cv 10 <PredictionClassif[19]>
## classif.acc classif.specificity classif.sensitivity
## 1: 0.64 0.8225806 0.3421053
## 2: 0.75 0.8648649 0.4230769
## 3: 0.74 0.9365079 0.4054054
## 4: 0.77 0.8684211 0.4583333
## 5: 0.71 0.8243243 0.3846154
## 6: 0.75 0.8873239 0.4137931
## 7: 0.69 0.8593750 0.3888889
## 8: 0.74 0.8378378 0.4615385
## 9: 0.71 0.8805970 0.3636364
## 10: 0.73 0.8266667 0.4400000Tuning Hiperparameter
Tahap tuning hiperparameter ini merupakan tahap optional dari pemodelan. Dalam ekosistem mlr3 kita bisa melakukannya dengan bantuan package mlr3tuning dan paradox. Pada model pohon klasifikasi ini, hiperparameter yang umumnya dilakukan tuning adalah minsplit, cp dan maxdepth. Selanjutnya, Untuk melihat hiperparameter apa saja yang bisa dilakukan tuning bisa menjalankan sintaks dibawah ini
## id class lower upper levels nlevels is_bounded
## 1: minsplit ParamInt 1 Inf Inf FALSE
## 2: minbucket ParamInt 1 Inf Inf FALSE
## 3: cp ParamDbl 0 1 Inf TRUE
## 4: maxcompete ParamInt 0 Inf Inf FALSE
## 5: maxsurrogate ParamInt 0 Inf Inf FALSE
## 6: maxdepth ParamInt 1 30 30 TRUE
## 7: usesurrogate ParamInt 0 2 3 TRUE
## 8: surrogatestyle ParamInt 0 1 2 TRUE
## 9: xval ParamInt 0 Inf Inf FALSE
## 10: keep_model ParamLgl NA NA TRUE,FALSE 2 TRUE
## special_vals default storage_type tags
## 1: <list[0]> 20 integer train
## 2: <list[0]> <NoDefault[3]> integer train
## 3: <list[0]> 0.01 numeric train
## 4: <list[0]> 4 integer train
## 5: <list[0]> 5 integer train
## 6: <list[0]> 30 integer train
## 7: <list[0]> 2 integer train
## 8: <list[0]> 0 integer train
## 9: <list[0]> 10 integer train
## 10: <list[0]> FALSE logical trainPenjelasan tentang parameter-paramter ini bisa dilihat dengan pada help di R.
- Menentukan hiperparameter yang akan dituning beserta nilai-nilai yang akan dituning. Ini bisa dilakukan dengan menggunakan fungsi
ParamSet$newdari packageparadox.
param_bound <- ParamSet$new(params = list(ParamInt$new("minsplit", lower = 2, upper = 150),
ParamDbl$new("cp", lower = 0, upper = 1),
ParamInt$new("maxdepth", lower = 1, upper = 30)
))hiperparameter minsplit dan maxdepth memiliki tipe data bilangan bulat sehingga hiperparameternya adalah fungsi ParamInt$new. Sementara itu cp memiliki tipe data bilangan kontinu sehingga fungsi yang digunakan ParamInt$new. Informasi tipe data pada hiperparameter bisa dilihat menggunakan sintaks as.data.table(lrn("classif.rpart")$param_set) seperti diatas.
- Menentukan kapan pencarian hiperparameter ini berhenti. Ini dilakukan dengan menggunakan fungsi
trmdari packagemlr3tuning.
Fungsi trm membutuhkan argumen utama nama metode pemberentian, yang secara lengkah bisa dilihat di link https://cheatsheets.mlr-org.com/mlr3tuning.pdf , selanjutnya argumen kedua dalam kasus ini n_evals akan berubah-ubah sesuai dengan metode pemberentian yang dipilih. Argumen "evals berarti metode pemberentian yang dipilih adalah metode iterasi, yang mana tuning hiperparameter akan berhenti saat mencapai iterasi tertentu (dalam hal ini saat iterasi 250). 3. Menentukan bagaimana algoritma tuning hiperparameter. Ini menggunakan fungsi tnr dari package mlr3tuning
Fungsi tnr memiliki satu argumen utama yaitu nama algoritma tuningnya, sedangkan argumen kedua dan ketiga itu bergantung pada algoritma tuning yang dipilih. Secara lengkah algoritma-algortima tuning bisa diakses bisa dilihat pada https://cheatsheets.mlr-org.com/mlr3tuning.pdf. Pada kasus ini kita akan menggunakan algoritma random_search yang akan memilih nilai hiperparameter secara acak dari selang yang sudah kita tentukan. Pemilihan random_search ini dikarenakan algoritma ini memilih secara acak nilai-nilai hiperparameter yang ingin dituning sehingga semua nilai hiperparameter memiliki peluang yang sama untuk dicoba. Tentu saja jika memiliki kemampuan hardware memadai dan waktu running tidak menjadi masalah, algoritma grid_search lebih baik karena kita bisa mengatur nilai yang dicoba sangat banyak.
- Mendefinisikan AutoTuner.
Fungsi AutoTuner$new dari package mlr3tuning digunakan supaya bisa menlakukan Tuning hyperparameter saat komparasi model.
Komparasi model
Komparasi model bisa dilakukan dengan menggunakan fungsi benchmark_design dan benchmark. Fungsi benchmark_design digunakan untuk memasukan informasi-inforamsi yang dibutuhkan untuk komparasi, seperti data yang digunakan (tasks), model yang ingin dikomparasi (learners) dan metode pembagian data yang digunakan (resamplings).
learner_credit <- list(chimerge_binning,
model_logistik,
model_pohon,
at_pohon)
design <- benchmark_grid(tasks = task_credit,
learners =learner_credit,
resamplings = resample_credit_cv
)Kemudian fungsi benchmark digunakan untuk menjalankan/ running komparasi model berdasarkan desain yang sudah dirancang.
## INFO [12:12:13.725] Benchmark with 40 resampling iterations
## INFO [12:12:13.736] Applying learner 'classif.rpart.tuned' on task 'credit' (iter 4/10)
## INFO [12:12:13.770] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals>'
## INFO [12:12:13.871] Evaluating 1 configuration(s)
## INFO [12:12:13.899] Benchmark with 10 resampling iterations
## INFO [12:12:13.909] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:13.938] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:13.965] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:13.994] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:14.037] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:14.065] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:14.098] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:14.148] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:14.196] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:14.256] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:14.308] Finished benchmark
## INFO [12:12:14.395] Result of batch 1:
## INFO [12:12:14.397] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:14.397] 140 0.9329507 27 0.5 0c5e25a6-98fa-4e1e-b23c-1bcb624014ec
## INFO [12:12:14.403] Evaluating 1 configuration(s)
## INFO [12:12:14.433] Benchmark with 10 resampling iterations
## INFO [12:12:14.445] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:14.484] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:14.511] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:14.539] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:14.580] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:14.631] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:14.668] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:14.710] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:14.750] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:14.788] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:14.819] Finished benchmark
## INFO [12:12:14.904] Result of batch 2:
## INFO [12:12:14.906] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:14.906] 29 0.5103303 3 0.5 a8517fed-e044-4fbb-9f8f-8c2f20c079a8
## INFO [12:12:14.920] Evaluating 1 configuration(s)
## INFO [12:12:14.954] Benchmark with 10 resampling iterations
## INFO [12:12:14.965] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:14.993] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:15.020] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:15.048] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:15.102] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:15.165] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:15.191] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:15.221] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:15.248] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:15.291] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:15.318] Finished benchmark
## INFO [12:12:15.395] Result of batch 3:
## INFO [12:12:15.397] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:15.397] 24 0.27412 12 0.5 a6c449d1-c589-4a4a-8399-9fd20e380653
## INFO [12:12:15.403] Evaluating 1 configuration(s)
## INFO [12:12:15.422] Benchmark with 10 resampling iterations
## INFO [12:12:15.431] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:15.479] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:15.529] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:15.575] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:15.631] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:15.657] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:15.685] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:15.706] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:15.732] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:15.759] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:15.783] Finished benchmark
## INFO [12:12:15.853] Result of batch 4:
## INFO [12:12:15.855] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:15.855] 38 0.2664831 29 0.5 413e91c5-f8cf-498a-badf-4fca5c533791
## INFO [12:12:15.860] Evaluating 1 configuration(s)
## INFO [12:12:15.882] Benchmark with 10 resampling iterations
## INFO [12:12:15.897] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:15.921] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:15.955] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:15.984] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:16.006] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:16.032] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:16.054] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:16.073] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:16.103] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:16.135] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:16.154] Finished benchmark
## INFO [12:12:16.250] Result of batch 5:
## INFO [12:12:16.254] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:16.254] 49 0.8736809 24 0.5 ee4afee5-d244-4794-a287-9f725ec55368
## INFO [12:12:16.263] Evaluating 1 configuration(s)
## INFO [12:12:16.280] Benchmark with 10 resampling iterations
## INFO [12:12:16.287] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:16.305] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:16.329] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:16.354] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:16.391] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:16.412] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:16.432] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:16.458] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:16.478] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:16.499] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:16.520] Finished benchmark
## INFO [12:12:16.601] Result of batch 6:
## INFO [12:12:16.604] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:16.604] 74 0.2677655 4 0.5 1f658837-ec0f-4e6d-9939-2d3e63640d1e
## INFO [12:12:16.609] Evaluating 1 configuration(s)
## INFO [12:12:16.629] Benchmark with 10 resampling iterations
## INFO [12:12:16.635] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:16.680] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:16.702] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:16.733] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:16.752] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:16.772] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:16.804] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:16.824] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:16.842] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:16.864] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:16.915] Finished benchmark
## INFO [12:12:16.994] Result of batch 7:
## INFO [12:12:16.995] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:16.995] 55 0.2736115 5 0.5 c6f3d632-9c57-4573-a762-d8e2febfb309
## INFO [12:12:16.999] Evaluating 1 configuration(s)
## INFO [12:12:17.024] Benchmark with 10 resampling iterations
## INFO [12:12:17.033] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:17.053] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:17.071] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:17.093] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:17.121] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:17.142] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:17.167] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:17.191] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:17.215] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:17.238] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:17.268] Finished benchmark
## INFO [12:12:17.362] Result of batch 8:
## INFO [12:12:17.364] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:17.364] 25 0.9119084 4 0.5 41930429-adf5-491f-890d-a9f440dd8bc6
## INFO [12:12:17.367] Evaluating 1 configuration(s)
## INFO [12:12:17.399] Benchmark with 10 resampling iterations
## INFO [12:12:17.415] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:17.460] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:17.522] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:17.559] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:17.582] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:17.601] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:17.629] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:17.651] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:17.672] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:17.697] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:17.725] Finished benchmark
## INFO [12:12:17.790] Result of batch 9:
## INFO [12:12:17.791] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:17.791] 76 0.2405533 25 0.5 cebe07fc-bac6-4eb8-934f-7b94667d5192
## INFO [12:12:17.795] Evaluating 1 configuration(s)
## INFO [12:12:17.963] Benchmark with 10 resampling iterations
## INFO [12:12:17.969] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:17.988] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:18.010] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:18.029] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:18.047] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:18.068] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:18.087] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:18.106] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:18.128] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:18.150] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:18.175] Finished benchmark
## INFO [12:12:18.239] Result of batch 10:
## INFO [12:12:18.241] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:18.241] 52 0.9394375 2 0.5 fb1985c4-6a18-4d5e-9713-c7e944b367a6
## INFO [12:12:18.246] Evaluating 1 configuration(s)
## INFO [12:12:18.262] Benchmark with 10 resampling iterations
## INFO [12:12:18.271] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:18.298] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:18.316] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:18.333] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:18.350] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:18.370] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:18.389] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:18.410] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:18.430] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:18.450] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:18.469] Finished benchmark
## INFO [12:12:18.527] Result of batch 11:
## INFO [12:12:18.528] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:18.528] 52 0.7769057 12 0.5 f48b046d-d81c-4b7a-9983-5f92a1b277e1
## INFO [12:12:18.532] Evaluating 1 configuration(s)
## INFO [12:12:18.545] Benchmark with 10 resampling iterations
## INFO [12:12:18.552] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:18.576] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:18.595] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:18.613] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:18.632] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:18.652] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:18.672] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:18.693] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:18.711] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:18.732] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:18.752] Finished benchmark
## INFO [12:12:18.806] Result of batch 12:
## INFO [12:12:18.808] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:18.808] 70 0.4204103 18 0.5 b2a00ce3-469c-4cbe-ac6e-7f24c042e81c
## INFO [12:12:18.813] Evaluating 1 configuration(s)
## INFO [12:12:18.827] Benchmark with 10 resampling iterations
## INFO [12:12:18.833] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:18.851] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:18.875] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:18.894] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:18.914] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:18.939] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:18.958] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:18.978] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:18.996] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:19.013] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:19.035] Finished benchmark
## INFO [12:12:19.093] Result of batch 13:
## INFO [12:12:19.095] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:19.095] 72 0.8739963 21 0.5 2daa4973-515e-4aa1-b8b1-725b42aeb22c
## INFO [12:12:19.099] Evaluating 1 configuration(s)
## INFO [12:12:19.115] Benchmark with 10 resampling iterations
## INFO [12:12:19.121] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:19.143] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:19.169] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:19.188] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:19.209] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:19.227] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:19.245] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:19.265] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:19.284] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:19.302] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:19.322] Finished benchmark
## INFO [12:12:19.384] Result of batch 14:
## INFO [12:12:19.385] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:19.385] 68 0.4496064 5 0.5 5717c3a2-405d-4692-aaad-0f6216add379
## INFO [12:12:19.390] Evaluating 1 configuration(s)
## INFO [12:12:19.404] Benchmark with 10 resampling iterations
## INFO [12:12:19.413] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:19.432] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:19.450] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:19.474] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:19.493] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:19.514] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:19.533] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:19.552] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:19.572] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:19.592] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:19.610] Finished benchmark
## INFO [12:12:19.667] Result of batch 15:
## INFO [12:12:19.669] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:19.669] 69 0.5065064 28 0.5 c3de5850-a568-413e-ac98-93921b760422
## INFO [12:12:19.677] Evaluating 1 configuration(s)
## INFO [12:12:19.693] Benchmark with 10 resampling iterations
## INFO [12:12:19.700] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:19.725] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:19.744] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:19.772] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:19.793] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:19.812] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:19.831] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:19.851] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:19.872] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:19.891] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:19.913] Finished benchmark
## INFO [12:12:19.980] Result of batch 16:
## INFO [12:12:19.981] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:19.981] 42 0.1541859 10 0.5 174b1849-09f6-4645-a93e-4eead7dd6fcb
## INFO [12:12:19.985] Evaluating 1 configuration(s)
## INFO [12:12:19.998] Benchmark with 10 resampling iterations
## INFO [12:12:20.005] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:20.023] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:20.045] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:20.071] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:20.089] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:20.111] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:20.133] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:20.152] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:20.174] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:20.192] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:20.212] Finished benchmark
## INFO [12:12:20.273] Result of batch 17:
## INFO [12:12:20.275] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:20.275] 23 0.1117331 12 0.5 a94f4c51-0fe4-4774-8354-128499d02a81
## INFO [12:12:20.278] Evaluating 1 configuration(s)
## INFO [12:12:20.291] Benchmark with 10 resampling iterations
## INFO [12:12:20.298] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:20.318] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:20.338] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:20.364] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:20.386] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:20.405] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:20.422] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:20.440] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:20.458] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:20.478] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:20.500] Finished benchmark
## INFO [12:12:20.561] Result of batch 18:
## INFO [12:12:20.562] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:20.562] 120 0.3928134 15 0.5 5f4166f9-3241-447e-a372-a7208a9e4bce
## INFO [12:12:20.566] Evaluating 1 configuration(s)
## INFO [12:12:20.579] Benchmark with 10 resampling iterations
## INFO [12:12:20.586] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:20.604] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:20.625] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:20.649] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:20.667] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:20.687] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:20.707] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:20.725] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:20.742] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:20.762] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:20.781] Finished benchmark
## INFO [12:12:20.838] Result of batch 19:
## INFO [12:12:20.839] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:20.839] 31 0.9271711 12 0.5 763425b0-6005-48db-992b-4d38c6844b4f
## INFO [12:12:20.845] Evaluating 1 configuration(s)
## INFO [12:12:20.861] Benchmark with 10 resampling iterations
## INFO [12:12:20.867] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:20.887] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:20.907] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:20.934] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:20.953] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:20.973] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:20.992] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:21.012] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:21.031] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:21.049] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:21.071] Finished benchmark
## INFO [12:12:21.130] Result of batch 20:
## INFO [12:12:21.132] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:21.132] 83 0.3179444 9 0.5 873828e3-6b05-4654-bce8-a74387df6427
## INFO [12:12:21.138] Evaluating 1 configuration(s)
## INFO [12:12:21.158] Benchmark with 10 resampling iterations
## INFO [12:12:21.167] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:21.191] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:21.243] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:21.265] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:21.288] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:21.310] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:21.329] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:21.348] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:21.368] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:21.389] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:21.409] Finished benchmark
## INFO [12:12:21.467] Result of batch 21:
## INFO [12:12:21.469] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:21.469] 149 0.3276688 23 0.5 303e9f1a-c5a0-420d-a09b-944b54fbba1a
## INFO [12:12:21.473] Evaluating 1 configuration(s)
## INFO [12:12:21.487] Benchmark with 10 resampling iterations
## INFO [12:12:21.495] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:21.520] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:21.546] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:21.569] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:21.593] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:21.625] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:21.643] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:21.662] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:21.692] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:21.736] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:21.756] Finished benchmark
## INFO [12:12:21.810] Result of batch 22:
## INFO [12:12:21.812] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:21.812] 35 0.1834394 24 0.5 5115f9ae-0c31-40ae-bac5-62931afb1062
## INFO [12:12:21.815] Evaluating 1 configuration(s)
## INFO [12:12:21.830] Benchmark with 10 resampling iterations
## INFO [12:12:21.837] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:21.856] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:21.874] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:21.905] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:21.941] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:21.966] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:22.009] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:22.045] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:22.074] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:22.092] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:22.113] Finished benchmark
## INFO [12:12:22.232] Result of batch 23:
## INFO [12:12:22.236] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:22.236] 122 0.06508529 4 0.514159 7b4bbb8e-9f59-411d-b728-e1fa7d80a2bc
## INFO [12:12:22.245] Evaluating 1 configuration(s)
## INFO [12:12:22.267] Benchmark with 10 resampling iterations
## INFO [12:12:22.283] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:22.327] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:22.352] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:22.387] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:22.425] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:22.460] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:22.479] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:22.498] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:22.517] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:22.535] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:22.555] Finished benchmark
## INFO [12:12:22.614] Result of batch 24:
## INFO [12:12:22.616] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:22.616] 2 0.4158726 4 0.5 566b2092-10eb-42c7-8df8-57504055faef
## INFO [12:12:22.620] Evaluating 1 configuration(s)
## INFO [12:12:22.638] Benchmark with 10 resampling iterations
## INFO [12:12:22.644] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:22.662] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:22.685] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:22.714] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:22.737] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:22.755] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:22.774] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:22.795] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:22.813] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:22.833] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:22.855] Finished benchmark
## INFO [12:12:22.912] Result of batch 25:
## INFO [12:12:22.913] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:22.913] 15 0.04873008 2 0.6506207 bd0b3081-9b31-4b52-9774-66e4a878826f
## INFO [12:12:22.918] Evaluating 1 configuration(s)
## INFO [12:12:22.931] Benchmark with 10 resampling iterations
## INFO [12:12:22.938] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:22.958] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:22.975] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:23.006] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:23.028] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:23.046] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:23.063] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:23.081] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:23.102] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:23.121] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:23.141] Finished benchmark
## INFO [12:12:23.202] Result of batch 26:
## INFO [12:12:23.203] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:23.203] 144 0.9761616 1 0.5 bcdf551f-e726-44e7-91d2-0c5ba95ac4fd
## INFO [12:12:23.208] Evaluating 1 configuration(s)
## INFO [12:12:23.222] Benchmark with 10 resampling iterations
## INFO [12:12:23.230] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:23.253] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:23.282] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:23.303] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:23.321] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:23.341] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:23.359] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:23.376] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:23.398] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:23.418] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:23.437] Finished benchmark
## INFO [12:12:23.497] Result of batch 27:
## INFO [12:12:23.498] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:23.498] 43 0.5937732 23 0.5 b0d3a068-88d4-47f7-920a-4bc2f042dd21
## INFO [12:12:23.502] Evaluating 1 configuration(s)
## INFO [12:12:23.516] Benchmark with 10 resampling iterations
## INFO [12:12:23.522] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:23.555] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:23.575] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:23.593] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:23.612] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:23.630] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:23.649] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:23.666] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:23.690] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:23.708] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:23.726] Finished benchmark
## INFO [12:12:23.799] Result of batch 28:
## INFO [12:12:23.801] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:23.801] 90 0.3455885 4 0.5 12a27c8f-edb7-4c50-a21b-853a2eb6ea2d
## INFO [12:12:23.804] Evaluating 1 configuration(s)
## INFO [12:12:23.819] Benchmark with 10 resampling iterations
## INFO [12:12:23.828] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:23.846] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:23.864] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:23.882] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:23.899] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:23.920] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:23.938] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:23.956] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:23.973] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:23.992] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:24.025] Finished benchmark
## INFO [12:12:24.086] Result of batch 29:
## INFO [12:12:24.088] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:24.088] 59 0.867262 18 0.5 eacc776c-1abc-4079-b5ed-7b5dc35c901d
## INFO [12:12:24.091] Evaluating 1 configuration(s)
## INFO [12:12:24.105] Benchmark with 10 resampling iterations
## INFO [12:12:24.111] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:24.131] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:24.156] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:24.175] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:24.193] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:24.214] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:24.238] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:24.265] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:24.289] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:24.310] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:24.329] Finished benchmark
## INFO [12:12:24.388] Result of batch 30:
## INFO [12:12:24.389] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:24.389] 37 0.3616067 16 0.5 2b47ffe5-d771-474c-8ecc-d735def5f747
## INFO [12:12:24.393] Evaluating 1 configuration(s)
## INFO [12:12:24.406] Benchmark with 10 resampling iterations
## INFO [12:12:24.412] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:24.430] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:24.451] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:24.471] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:24.524] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:24.545] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:24.565] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:24.584] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:24.605] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:24.624] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:24.644] Finished benchmark
## INFO [12:12:24.707] Result of batch 31:
## INFO [12:12:24.708] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:24.708] 76 0.6029179 25 0.5 086b8223-b4dc-4171-830a-a16308bdfe9c
## INFO [12:12:24.712] Evaluating 1 configuration(s)
## INFO [12:12:24.727] Benchmark with 10 resampling iterations
## INFO [12:12:24.734] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:24.753] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:24.771] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:24.789] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:24.820] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:24.841] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:24.859] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:24.880] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:24.900] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:24.918] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:24.938] Finished benchmark
## INFO [12:12:25.004] Result of batch 32:
## INFO [12:12:25.006] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:25.006] 39 0.6888008 6 0.5 d7649b46-a208-403f-ae54-b2618422de8b
## INFO [12:12:25.010] Evaluating 1 configuration(s)
## INFO [12:12:25.025] Benchmark with 10 resampling iterations
## INFO [12:12:25.032] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:25.051] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:25.069] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:25.096] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:25.115] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:25.139] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:25.156] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:25.175] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:25.196] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:25.214] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:25.238] Finished benchmark
## INFO [12:12:25.301] Result of batch 33:
## INFO [12:12:25.302] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:25.302] 104 0.8854885 2 0.5 87487a35-c078-4f6f-83ab-15bbd1194cde
## INFO [12:12:25.306] Evaluating 1 configuration(s)
## INFO [12:12:25.320] Benchmark with 10 resampling iterations
## INFO [12:12:25.329] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:25.347] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:25.371] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:25.394] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:25.415] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:25.440] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:25.462] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:25.481] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:25.502] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:25.520] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:25.539] Finished benchmark
## INFO [12:12:25.602] Result of batch 34:
## INFO [12:12:25.603] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:25.603] 87 0.8958704 13 0.5 8fc3d1db-7a14-4e3b-9170-b402903af2d5
## INFO [12:12:25.607] Evaluating 1 configuration(s)
## INFO [12:12:25.621] Benchmark with 10 resampling iterations
## INFO [12:12:25.629] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:25.659] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:25.682] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:25.702] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:25.724] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:25.744] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:25.763] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:25.785] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:25.806] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:25.824] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:25.846] Finished benchmark
## INFO [12:12:25.916] Result of batch 35:
## INFO [12:12:25.918] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:25.918] 103 0.284716 9 0.5 d7f9afa6-1db1-412f-b936-ee2556c11bc1
## INFO [12:12:25.924] Evaluating 1 configuration(s)
## INFO [12:12:25.938] Benchmark with 10 resampling iterations
## INFO [12:12:25.946] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:25.970] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:25.989] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:26.010] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:26.031] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:26.050] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:26.068] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:26.089] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:26.107] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:26.127] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:26.147] Finished benchmark
## INFO [12:12:26.219] Result of batch 36:
## INFO [12:12:26.223] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:26.223] 69 0.1069781 21 0.5 6187ce9d-e9e5-46e2-bacd-0402544874a7
## INFO [12:12:26.227] Evaluating 1 configuration(s)
## INFO [12:12:26.244] Benchmark with 10 resampling iterations
## INFO [12:12:26.253] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:26.272] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:26.290] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:26.308] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:26.328] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:26.347] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:26.367] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:26.385] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:26.405] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:26.435] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:26.457] Finished benchmark
## INFO [12:12:26.517] Result of batch 37:
## INFO [12:12:26.518] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:26.518] 134 0.2859799 22 0.5 8c440cd0-c2a7-4620-a2cc-8e826631bf80
## INFO [12:12:26.522] Evaluating 1 configuration(s)
## INFO [12:12:26.538] Benchmark with 10 resampling iterations
## INFO [12:12:26.546] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:26.566] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:26.585] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:26.603] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:26.625] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:26.642] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:26.673] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:26.693] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:26.711] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:26.729] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:26.749] Finished benchmark
## INFO [12:12:26.810] Result of batch 38:
## INFO [12:12:26.812] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:26.812] 45 0.7515259 16 0.5 8d4c5388-2ccf-452c-b09d-5868c783eaf3
## INFO [12:12:26.816] Evaluating 1 configuration(s)
## INFO [12:12:26.832] Benchmark with 10 resampling iterations
## INFO [12:12:26.840] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:26.864] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:26.882] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:26.912] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:26.932] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:26.950] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:26.967] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:26.985] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:27.006] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:27.024] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:27.043] Finished benchmark
## INFO [12:12:27.118] Result of batch 39:
## INFO [12:12:27.119] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:27.119] 30 0.3780517 2 0.5 dd164289-367a-4f3c-abf4-49cb85637056
## INFO [12:12:27.123] Evaluating 1 configuration(s)
## INFO [12:12:27.140] Benchmark with 10 resampling iterations
## INFO [12:12:27.146] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:27.166] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:27.184] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:27.203] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:27.223] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:27.245] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:27.265] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:27.285] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:27.317] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:27.335] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:27.355] Finished benchmark
## INFO [12:12:27.416] Result of batch 40:
## INFO [12:12:27.418] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:27.418] 56 0.6101603 15 0.5 869752cf-dd72-4e8f-83d2-e9ab8ec4bb8c
## INFO [12:12:27.422] Evaluating 1 configuration(s)
## INFO [12:12:27.436] Benchmark with 10 resampling iterations
## INFO [12:12:27.444] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:27.463] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:27.482] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:27.501] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:27.532] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:27.550] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:27.567] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:27.586] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:27.607] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:27.627] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:27.649] Finished benchmark
## INFO [12:12:27.728] Result of batch 41:
## INFO [12:12:27.729] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:27.729] 108 0.6260709 7 0.5 9e3742d2-5627-4bfd-aaf6-8708fedc9d3b
## INFO [12:12:27.735] Evaluating 1 configuration(s)
## INFO [12:12:27.748] Benchmark with 10 resampling iterations
## INFO [12:12:27.756] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:27.773] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:27.791] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:27.809] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:27.830] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:27.849] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:27.868] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:27.900] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:27.918] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:27.935] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:27.954] Finished benchmark
## INFO [12:12:28.014] Result of batch 42:
## INFO [12:12:28.016] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:28.016] 102 0.5597993 9 0.5 9fa1582a-859b-4e76-99ad-bce2628582d8
## INFO [12:12:28.020] Evaluating 1 configuration(s)
## INFO [12:12:28.035] Benchmark with 10 resampling iterations
## INFO [12:12:28.043] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:28.065] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:28.094] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:28.112] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:28.136] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:28.155] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:28.175] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:28.195] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:28.242] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:28.272] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:28.293] Finished benchmark
## INFO [12:12:28.353] Result of batch 43:
## INFO [12:12:28.355] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:28.355] 141 0.1641927 22 0.5 c1aad42f-a48d-43ca-9a96-edbe4d8dceaa
## INFO [12:12:28.359] Evaluating 1 configuration(s)
## INFO [12:12:28.373] Benchmark with 10 resampling iterations
## INFO [12:12:28.380] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:28.398] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:28.421] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:28.442] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:28.460] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:28.478] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:28.510] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:28.537] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:28.555] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:28.575] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:28.596] Finished benchmark
## INFO [12:12:28.660] Result of batch 44:
## INFO [12:12:28.662] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:28.662] 51 0.7897512 30 0.5 7f84981b-fc36-43bc-b691-8e35fb909bce
## INFO [12:12:28.667] Evaluating 1 configuration(s)
## INFO [12:12:28.683] Benchmark with 10 resampling iterations
## INFO [12:12:28.689] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:28.709] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:28.728] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:28.758] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:28.789] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:28.807] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:28.825] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:28.845] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:28.865] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:28.888] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:28.909] Finished benchmark
## INFO [12:12:28.979] Result of batch 45:
## INFO [12:12:28.982] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:28.982] 12 0.8567688 24 0.5 9bcbf538-63a2-448b-96ad-18ca336674c9
## INFO [12:12:28.987] Evaluating 1 configuration(s)
## INFO [12:12:29.011] Benchmark with 10 resampling iterations
## INFO [12:12:29.021] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:29.040] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:29.058] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:29.076] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:29.096] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:29.117] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:29.138] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:29.158] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:29.178] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:29.209] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:29.239] Finished benchmark
## INFO [12:12:29.302] Result of batch 46:
## INFO [12:12:29.304] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:29.304] 114 0.6702739 24 0.5 01e82774-8965-4fea-8a48-142092b0b3e8
## INFO [12:12:29.308] Evaluating 1 configuration(s)
## INFO [12:12:29.324] Benchmark with 10 resampling iterations
## INFO [12:12:29.332] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:29.350] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:29.368] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:29.387] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:29.407] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:29.429] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:29.462] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:29.488] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:29.508] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:29.526] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:29.549] Finished benchmark
## INFO [12:12:29.612] Result of batch 47:
## INFO [12:12:29.613] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:29.613] 33 0.1439497 6 0.5 fcebe375-5e09-4db6-94a7-2883066bb899
## INFO [12:12:29.619] Evaluating 1 configuration(s)
## INFO [12:12:29.635] Benchmark with 10 resampling iterations
## INFO [12:12:29.642] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:29.691] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:29.716] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:29.733] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:29.751] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:29.772] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:29.791] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:29.810] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:29.831] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:29.854] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:29.873] Finished benchmark
## INFO [12:12:29.953] Result of batch 48:
## INFO [12:12:29.955] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:29.955] 145 0.8268978 1 0.5 fe60f92c-9c49-490c-9b55-8dff73cd1e64
## INFO [12:12:29.958] Evaluating 1 configuration(s)
## INFO [12:12:29.972] Benchmark with 10 resampling iterations
## INFO [12:12:29.978] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:30.002] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:30.026] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:30.048] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:30.070] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:30.087] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:30.105] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:30.124] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:30.157] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:30.181] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:30.201] Finished benchmark
## INFO [12:12:30.269] Result of batch 49:
## INFO [12:12:30.271] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:30.271] 31 0.9758166 13 0.5 8d6a62aa-cf51-4c72-ad5e-5335189ac3f4
## INFO [12:12:30.275] Evaluating 1 configuration(s)
## INFO [12:12:30.289] Benchmark with 10 resampling iterations
## INFO [12:12:30.298] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:30.317] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:30.335] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:30.353] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:30.384] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:30.407] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:30.427] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:30.449] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:30.467] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:30.487] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:30.510] Finished benchmark
## INFO [12:12:30.571] Result of batch 50:
## INFO [12:12:30.574] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:30.574] 53 0.6354823 27 0.5 d81ff144-6415-43e2-b8ce-b6dbe709b242
## INFO [12:12:30.578] Evaluating 1 configuration(s)
## INFO [12:12:30.601] Benchmark with 10 resampling iterations
## INFO [12:12:30.613] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:30.636] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:30.654] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:30.674] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:30.696] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:30.715] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:30.734] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:30.754] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:30.772] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:30.804] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:30.833] Finished benchmark
## INFO [12:12:30.900] Result of batch 51:
## INFO [12:12:30.902] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:30.902] 14 0.9649688 21 0.5 33f062ed-80d2-453b-9584-c3d7595c0e1a
## INFO [12:12:30.906] Evaluating 1 configuration(s)
## INFO [12:12:30.924] Benchmark with 10 resampling iterations
## INFO [12:12:30.931] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:30.949] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:30.970] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:30.989] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:31.006] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:31.036] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:31.062] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:31.082] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:31.101] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:31.122] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:31.143] Finished benchmark
## INFO [12:12:31.213] Result of batch 52:
## INFO [12:12:31.216] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:31.216] 37 0.3804364 21 0.5 a9644dc5-dfc0-4815-95b4-b6e0cca7ab33
## INFO [12:12:31.222] Evaluating 1 configuration(s)
## INFO [12:12:31.245] Benchmark with 10 resampling iterations
## INFO [12:12:31.253] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:31.276] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:31.295] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:31.314] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:31.333] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:31.354] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:31.372] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:31.396] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:31.423] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:31.446] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:31.467] Finished benchmark
## INFO [12:12:31.533] Result of batch 53:
## INFO [12:12:31.534] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:31.534] 130 0.5583685 7 0.5 2f96fa50-43e9-4488-ac6d-efac862a2c37
## INFO [12:12:31.538] Evaluating 1 configuration(s)
## INFO [12:12:31.553] Benchmark with 10 resampling iterations
## INFO [12:12:31.563] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:31.581] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:31.606] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:31.633] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:31.656] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:31.676] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:31.696] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:31.719] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:31.739] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:31.768] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:31.798] Finished benchmark
## INFO [12:12:31.866] Result of batch 54:
## INFO [12:12:31.867] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:31.867] 81 0.3718679 2 0.5 663188ac-b2a7-4b2a-974b-2b682ffe3ff3
## INFO [12:12:31.871] Evaluating 1 configuration(s)
## INFO [12:12:31.886] Benchmark with 10 resampling iterations
## INFO [12:12:31.893] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:31.912] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:31.930] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:31.952] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:31.982] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:32.005] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:32.028] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:32.048] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:32.066] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:32.086] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:32.131] Finished benchmark
## INFO [12:12:32.205] Result of batch 55:
## INFO [12:12:32.207] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:32.207] 80 0.315564 2 0.5 f5ab7c2f-7e54-43fe-bd34-a80f0c6223a7
## INFO [12:12:32.210] Evaluating 1 configuration(s)
## INFO [12:12:32.225] Benchmark with 10 resampling iterations
## INFO [12:12:32.233] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:32.253] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:32.272] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:32.289] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:32.309] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:32.328] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:32.358] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:32.384] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:32.407] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:32.427] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:32.446] Finished benchmark
## INFO [12:12:32.512] Result of batch 56:
## INFO [12:12:32.513] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:32.513] 38 0.2656117 1 0.5 e0ef61d1-acd7-42e1-b6ad-f88469c51a4c
## INFO [12:12:32.518] Evaluating 1 configuration(s)
## INFO [12:12:32.531] Benchmark with 10 resampling iterations
## INFO [12:12:32.538] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:32.572] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:32.599] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:32.621] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:32.639] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:32.658] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:32.683] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:32.701] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:32.730] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:32.765] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:32.795] Finished benchmark
## INFO [12:12:32.873] Result of batch 57:
## INFO [12:12:32.875] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:32.875] 150 0.4927326 11 0.5 a985cae6-b10b-4a15-aef0-c03973abffc3
## INFO [12:12:32.880] Evaluating 1 configuration(s)
## INFO [12:12:32.894] Benchmark with 10 resampling iterations
## INFO [12:12:32.903] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:32.926] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:32.951] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:32.985] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:33.014] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:33.035] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:33.055] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:33.076] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:33.097] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:33.117] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:33.340] Finished benchmark
## INFO [12:12:33.409] Result of batch 58:
## INFO [12:12:33.411] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:33.411] 111 0.1351509 7 0.5 516c492a-4bcf-4aa1-8432-02c5ab245306
## INFO [12:12:33.415] Evaluating 1 configuration(s)
## INFO [12:12:33.428] Benchmark with 10 resampling iterations
## INFO [12:12:33.436] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:33.468] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:33.495] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:33.517] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:33.537] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:33.557] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:33.577] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:33.597] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:33.617] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:33.643] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:33.663] Finished benchmark
## INFO [12:12:33.734] Result of batch 59:
## INFO [12:12:33.735] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:33.735] 104 0.0645396 22 0.5378802 85853a69-13c8-45c0-8f1a-8f1550c8e88c
## INFO [12:12:33.739] Evaluating 1 configuration(s)
## INFO [12:12:33.753] Benchmark with 10 resampling iterations
## INFO [12:12:33.759] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:33.798] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:33.851] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:33.871] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:33.892] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:33.911] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:33.929] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:33.956] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:33.980] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:34.006] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:34.028] Finished benchmark
## INFO [12:12:34.087] Result of batch 60:
## INFO [12:12:34.088] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:34.088] 23 0.3995193 11 0.5 5191d49d-b825-478b-9234-13b9896c53b5
## INFO [12:12:34.093] Evaluating 1 configuration(s)
## INFO [12:12:34.108] Benchmark with 10 resampling iterations
## INFO [12:12:34.117] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:34.137] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:34.155] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:34.173] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:34.193] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:34.213] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:34.234] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:34.252] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:34.279] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:34.297] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:34.316] Finished benchmark
## INFO [12:12:34.380] Result of batch 61:
## INFO [12:12:34.381] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:34.381] 59 0.3715145 24 0.5 448fed30-74dd-468f-b57d-5931e4ee88d7
## INFO [12:12:34.386] Evaluating 1 configuration(s)
## INFO [12:12:34.399] Benchmark with 10 resampling iterations
## INFO [12:12:34.406] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:34.425] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:34.444] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:34.463] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:34.480] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:34.500] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:34.519] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:34.537] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:34.562] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:34.580] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:34.599] Finished benchmark
## INFO [12:12:34.660] Result of batch 62:
## INFO [12:12:34.662] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:34.662] 54 0.4380631 11 0.5 53163870-55a1-48c1-8ed6-0755e326d88b
## INFO [12:12:34.666] Evaluating 1 configuration(s)
## INFO [12:12:34.684] Benchmark with 10 resampling iterations
## INFO [12:12:34.691] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:34.710] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:34.729] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:34.747] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:34.770] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:34.789] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:34.807] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:34.834] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:34.853] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:34.871] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:34.892] Finished benchmark
## INFO [12:12:34.953] Result of batch 63:
## INFO [12:12:34.954] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:34.954] 148 0.9530925 10 0.5 e3ef5482-6ddd-4951-80bc-52cbb8e1dacf
## INFO [12:12:34.958] Evaluating 1 configuration(s)
## INFO [12:12:34.973] Benchmark with 10 resampling iterations
## INFO [12:12:34.980] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:34.998] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:35.017] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:35.038] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:35.057] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:35.080] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:35.117] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:35.136] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:35.153] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:35.172] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:35.194] Finished benchmark
## INFO [12:12:35.259] Result of batch 64:
## INFO [12:12:35.261] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:35.261] 28 0.3688204 25 0.5 808b54f8-fb9d-4010-aef8-55bd05556504
## INFO [12:12:35.265] Evaluating 1 configuration(s)
## INFO [12:12:35.278] Benchmark with 10 resampling iterations
## INFO [12:12:35.285] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:35.304] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:35.325] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:35.343] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:35.363] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:35.390] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:35.412] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:35.430] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:35.448] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:35.468] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:35.487] Finished benchmark
## INFO [12:12:35.551] Result of batch 65:
## INFO [12:12:35.552] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:35.552] 139 0.4459146 21 0.5 4311883f-78df-47bb-8880-fd43ba7b99a8
## INFO [12:12:35.556] Evaluating 1 configuration(s)
## INFO [12:12:35.569] Benchmark with 10 resampling iterations
## INFO [12:12:35.576] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:35.594] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:35.614] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:35.633] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:35.659] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:35.682] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:35.702] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:35.721] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:35.741] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:35.760] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:35.780] Finished benchmark
## INFO [12:12:35.845] Result of batch 66:
## INFO [12:12:35.847] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:35.847] 57 0.6224079 8 0.5 9254f3ac-e69f-45e7-985d-63d1415d1ff6
## INFO [12:12:35.851] Evaluating 1 configuration(s)
## INFO [12:12:35.864] Benchmark with 10 resampling iterations
## INFO [12:12:35.870] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:35.890] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:35.910] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:35.929] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:35.964] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:35.984] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:36.004] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:36.023] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:36.041] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:36.058] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:36.079] Finished benchmark
## INFO [12:12:36.143] Result of batch 67:
## INFO [12:12:36.144] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:36.144] 145 0.388992 10 0.5 c701a465-6deb-49d5-b65f-5ffa92ce0fbe
## INFO [12:12:36.149] Evaluating 1 configuration(s)
## INFO [12:12:36.163] Benchmark with 10 resampling iterations
## INFO [12:12:36.169] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:36.187] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:36.205] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:36.245] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:36.269] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:36.287] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:36.306] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:36.325] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:36.342] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:36.361] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:36.381] Finished benchmark
## INFO [12:12:36.439] Result of batch 68:
## INFO [12:12:36.441] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:36.441] 112 0.2112001 3 0.5 fcc26733-e831-4038-96b3-40c3c81a8a92
## INFO [12:12:36.446] Evaluating 1 configuration(s)
## INFO [12:12:36.459] Benchmark with 10 resampling iterations
## INFO [12:12:36.466] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:36.491] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:36.512] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:36.551] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:36.571] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:36.590] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:36.609] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:36.627] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:36.655] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:36.687] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:36.708] Finished benchmark
## INFO [12:12:36.776] Result of batch 69:
## INFO [12:12:36.778] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:36.778] 90 0.9796939 23 0.5 e3194e84-b47b-41ff-b40e-0f256288e4b5
## INFO [12:12:36.784] Evaluating 1 configuration(s)
## INFO [12:12:36.797] Benchmark with 10 resampling iterations
## INFO [12:12:36.803] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:36.821] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:36.850] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:36.870] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:36.888] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:36.908] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:36.926] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:36.945] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:36.964] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:36.982] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:37.012] Finished benchmark
## INFO [12:12:37.183] Result of batch 70:
## INFO [12:12:37.185] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:37.185] 31 0.4922301 29 0.5 49356aa1-b503-4d13-9604-9a43c516bb6c
## INFO [12:12:37.188] Evaluating 1 configuration(s)
## INFO [12:12:37.203] Benchmark with 10 resampling iterations
## INFO [12:12:37.210] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:37.230] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:37.251] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:37.270] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:37.289] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:37.307] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:37.326] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:37.344] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:37.362] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:37.390] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:37.410] Finished benchmark
## INFO [12:12:37.505] Result of batch 71:
## INFO [12:12:37.506] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:37.506] 133 0.3830201 2 0.5 813c85de-38f8-4aa5-8b10-6f16a5d38154
## INFO [12:12:37.510] Evaluating 1 configuration(s)
## INFO [12:12:37.538] Benchmark with 10 resampling iterations
## INFO [12:12:37.548] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:37.574] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:37.592] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:37.610] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:37.635] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:37.653] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:37.691] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:37.729] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:37.762] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:37.782] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:37.803] Finished benchmark
## INFO [12:12:37.873] Result of batch 72:
## INFO [12:12:37.874] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:37.874] 31 0.8584415 29 0.5 f57a07a8-7e70-4dd7-84ad-248c3f1d7179
## INFO [12:12:37.878] Evaluating 1 configuration(s)
## INFO [12:12:37.892] Benchmark with 10 resampling iterations
## INFO [12:12:37.898] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:37.917] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:37.935] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:37.966] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:37.984] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:38.001] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:38.020] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:38.039] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:38.056] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:38.074] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:38.095] Finished benchmark
## INFO [12:12:38.175] Result of batch 73:
## INFO [12:12:38.176] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:38.176] 118 0.6716491 27 0.5 912fc52b-768f-4c7b-9b1c-fd68760102d3
## INFO [12:12:38.180] Evaluating 1 configuration(s)
## INFO [12:12:38.194] Benchmark with 10 resampling iterations
## INFO [12:12:38.200] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:38.218] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:38.238] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:38.257] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:38.275] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:38.293] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:38.315] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:38.334] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:38.362] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:38.382] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:38.402] Finished benchmark
## INFO [12:12:38.464] Result of batch 74:
## INFO [12:12:38.466] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:38.466] 33 0.18855 12 0.5 b4cf4a89-1e04-496b-aeea-c499ab829c4d
## INFO [12:12:38.469] Evaluating 1 configuration(s)
## INFO [12:12:38.484] Benchmark with 10 resampling iterations
## INFO [12:12:38.492] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:38.509] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:38.527] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:38.548] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:38.582] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:38.604] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:38.629] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:38.651] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:38.669] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:38.687] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:38.709] Finished benchmark
## INFO [12:12:38.805] Result of batch 75:
## INFO [12:12:38.806] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:38.806] 70 0.1807748 28 0.5 4eaaf8c2-4315-4d80-bc45-2c492bfeb1ee
## INFO [12:12:38.811] Evaluating 1 configuration(s)
## INFO [12:12:38.827] Benchmark with 10 resampling iterations
## INFO [12:12:38.834] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:38.859] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:38.880] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:38.897] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:38.917] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:38.935] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:38.954] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:38.972] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:38.989] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:39.009] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:39.040] Finished benchmark
## INFO [12:12:39.100] Result of batch 76:
## INFO [12:12:39.101] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:39.101] 114 0.6397525 27 0.5 2bf357f0-1444-41b6-8976-ac28231d8e04
## INFO [12:12:39.105] Evaluating 1 configuration(s)
## INFO [12:12:39.118] Benchmark with 10 resampling iterations
## INFO [12:12:39.125] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:39.145] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:39.164] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:39.182] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:39.201] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:39.220] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:39.242] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:39.260] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:39.290] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:39.312] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:39.331] Finished benchmark
## INFO [12:12:39.394] Result of batch 77:
## INFO [12:12:39.395] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:39.395] 4 0.695308 2 0.5 d69eecd8-b510-4169-bbed-24ed2c8a960d
## INFO [12:12:39.399] Evaluating 1 configuration(s)
## INFO [12:12:39.413] Benchmark with 10 resampling iterations
## INFO [12:12:39.420] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:39.450] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:39.491] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:39.514] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:39.540] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:39.576] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:39.634] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:39.680] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:39.700] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:39.721] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:39.745] Finished benchmark
## INFO [12:12:39.808] Result of batch 78:
## INFO [12:12:39.810] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:39.810] 128 0.01875252 5 0.710278 aefc8f56-56fa-4cb9-ab0c-f0f1b6d472a8
## INFO [12:12:39.814] Evaluating 1 configuration(s)
## INFO [12:12:39.830] Benchmark with 10 resampling iterations
## INFO [12:12:39.839] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:39.859] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:39.878] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:39.910] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:39.928] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:39.946] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:39.967] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:39.986] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:40.005] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:40.024] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:40.044] Finished benchmark
## INFO [12:12:40.120] Result of batch 79:
## INFO [12:12:40.123] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:40.123] 36 0.8530694 7 0.5 85b53a39-f8cf-434a-8fd3-f7b1293dcf9c
## INFO [12:12:40.129] Evaluating 1 configuration(s)
## INFO [12:12:40.146] Benchmark with 10 resampling iterations
## INFO [12:12:40.153] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:40.172] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:40.191] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:40.213] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:40.234] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:40.257] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:40.276] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:40.295] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:40.316] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:40.348] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:40.372] Finished benchmark
## INFO [12:12:40.435] Result of batch 80:
## INFO [12:12:40.437] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:40.437] 145 0.1368765 25 0.5 9a7618af-1c6c-4b9b-8baa-fe5c523ff5bd
## INFO [12:12:40.442] Evaluating 1 configuration(s)
## INFO [12:12:40.456] Benchmark with 10 resampling iterations
## INFO [12:12:40.463] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:40.484] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:40.504] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:40.523] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:40.541] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:40.571] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:40.595] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:40.614] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:40.631] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:40.652] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:40.677] Finished benchmark
## INFO [12:12:40.747] Result of batch 81:
## INFO [12:12:40.749] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:40.749] 97 0.2453731 11 0.5 dff34699-65be-4469-ae9a-ed53108ce670
## INFO [12:12:40.753] Evaluating 1 configuration(s)
## INFO [12:12:40.769] Benchmark with 10 resampling iterations
## INFO [12:12:40.777] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:40.819] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:40.847] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:40.869] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:40.892] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:40.911] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:40.933] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:40.953] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:40.973] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:40.991] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:41.026] Finished benchmark
## INFO [12:12:41.098] Result of batch 82:
## INFO [12:12:41.099] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:41.099] 140 0.1155371 24 0.5 737bc106-e5a1-437d-9262-9b840c6f0e4e
## INFO [12:12:41.103] Evaluating 1 configuration(s)
## INFO [12:12:41.119] Benchmark with 10 resampling iterations
## INFO [12:12:41.128] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:41.147] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:41.168] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:41.189] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:41.207] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:41.227] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:41.249] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:41.270] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:41.295] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:41.325] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:41.346] Finished benchmark
## INFO [12:12:41.412] Result of batch 83:
## INFO [12:12:41.413] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:41.413] 94 0.804768 13 0.5 a0869cf7-c40e-4d23-b1ee-eeaa32e930cd
## INFO [12:12:41.417] Evaluating 1 configuration(s)
## INFO [12:12:41.431] Benchmark with 10 resampling iterations
## INFO [12:12:41.438] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:41.460] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:41.480] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:41.500] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:41.520] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:41.557] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:41.582] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:41.601] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:41.622] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:41.644] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:41.666] Finished benchmark
## INFO [12:12:41.734] Result of batch 84:
## INFO [12:12:41.735] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:41.735] 36 0.1479256 28 0.5 baca9f51-97e4-4777-a1b0-7a5970761e2c
## INFO [12:12:41.739] Evaluating 1 configuration(s)
## INFO [12:12:41.753] Benchmark with 10 resampling iterations
## INFO [12:12:41.762] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:41.792] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:41.817] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:41.837] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:41.861] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:41.880] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:41.898] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:41.917] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:41.938] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:41.956] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:41.991] Finished benchmark
## INFO [12:12:42.060] Result of batch 85:
## INFO [12:12:42.061] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:42.061] 59 0.7390848 25 0.5 928040a4-ee58-4c00-aeef-b7ee3c03fe08
## INFO [12:12:42.065] Evaluating 1 configuration(s)
## INFO [12:12:42.081] Benchmark with 10 resampling iterations
## INFO [12:12:42.090] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:42.109] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:42.132] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:42.153] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:42.175] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:42.196] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:42.233] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:42.259] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:42.278] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:42.299] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:42.323] Finished benchmark
## INFO [12:12:42.391] Result of batch 86:
## INFO [12:12:42.392] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:42.392] 96 0.0301458 5 0.7112511 5a33d26f-03d6-4b37-abd1-e4cd560f6ba1
## INFO [12:12:42.396] Evaluating 1 configuration(s)
## INFO [12:12:42.411] Benchmark with 10 resampling iterations
## INFO [12:12:42.418] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:42.466] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:42.489] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:42.511] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:42.529] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:42.548] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:42.566] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:42.585] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:42.606] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:42.626] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:42.659] Finished benchmark
## INFO [12:12:42.730] Result of batch 87:
## INFO [12:12:42.732] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:42.732] 98 0.1492875 25 0.5 ccff0969-0e30-4773-9371-eae71ca3ba83
## INFO [12:12:42.737] Evaluating 1 configuration(s)
## INFO [12:12:42.752] Benchmark with 10 resampling iterations
## INFO [12:12:42.759] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:42.777] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:42.797] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:42.818] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:42.840] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:42.858] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:42.876] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:42.909] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:42.932] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:42.951] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:42.974] Finished benchmark
## INFO [12:12:43.041] Result of batch 88:
## INFO [12:12:43.042] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:43.042] 81 0.5791243 6 0.5 9194253c-c0c4-4c47-9c3c-4da991ec46ce
## INFO [12:12:43.046] Evaluating 1 configuration(s)
## INFO [12:12:43.060] Benchmark with 10 resampling iterations
## INFO [12:12:43.067] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:43.085] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:43.103] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:43.138] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:43.160] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:43.185] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:43.204] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:43.221] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:43.242] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:43.262] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:43.282] Finished benchmark
## INFO [12:12:43.362] Result of batch 89:
## INFO [12:12:43.363] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:43.363] 57 0.1613378 9 0.5 3dab7455-dd91-40cb-a228-813b8bf21104
## INFO [12:12:43.367] Evaluating 1 configuration(s)
## INFO [12:12:43.395] Benchmark with 10 resampling iterations
## INFO [12:12:43.402] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:43.434] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:43.464] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:43.482] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:43.504] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:43.521] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:43.538] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:43.568] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:43.592] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:43.610] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:43.629] Finished benchmark
## INFO [12:12:43.693] Result of batch 90:
## INFO [12:12:43.696] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:43.696] 67 0.957981 17 0.5 834cd7ee-7f22-4635-ac91-57d5382441af
## INFO [12:12:43.708] Evaluating 1 configuration(s)
## INFO [12:12:43.743] Benchmark with 10 resampling iterations
## INFO [12:12:43.757] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:43.775] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:43.837] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:43.864] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:43.892] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:43.914] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:43.934] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:43.953] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:43.972] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:43.989] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:44.048] Finished benchmark
## INFO [12:12:44.124] Result of batch 91:
## INFO [12:12:44.125] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:44.125] 93 0.4930656 30 0.5 553d2476-5766-43a7-8ea8-d16543c6ee2f
## INFO [12:12:44.129] Evaluating 1 configuration(s)
## INFO [12:12:44.142] Benchmark with 10 resampling iterations
## INFO [12:12:44.149] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:44.170] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:44.188] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:44.207] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:44.262] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:44.309] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:44.360] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:44.429] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:44.478] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:44.497] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:44.518] Finished benchmark
## INFO [12:12:44.587] Result of batch 92:
## INFO [12:12:44.589] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:44.589] 59 0.6460429 15 0.5 598fd9f9-024a-4639-9014-59b561d15bd2
## INFO [12:12:44.592] Evaluating 1 configuration(s)
## INFO [12:12:44.607] Benchmark with 10 resampling iterations
## INFO [12:12:44.617] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:44.643] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:44.843] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:44.864] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:44.890] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:44.909] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:44.929] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:44.947] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:44.966] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:44.985] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:45.006] Finished benchmark
## INFO [12:12:45.075] Result of batch 93:
## INFO [12:12:45.076] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:45.076] 53 0.5271904 9 0.5 8af6f5af-88de-41a6-8d4f-d582432dfec9
## INFO [12:12:45.080] Evaluating 1 configuration(s)
## INFO [12:12:45.093] Benchmark with 10 resampling iterations
## INFO [12:12:45.107] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:45.133] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:45.162] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:45.181] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:45.219] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:45.240] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:45.262] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:45.315] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:45.352] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:45.372] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:45.392] Finished benchmark
## INFO [12:12:45.469] Result of batch 94:
## INFO [12:12:45.473] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:45.473] 30 0.4803007 2 0.5 7a8a5e28-d98c-4861-a784-7a615762e079
## INFO [12:12:45.492] Evaluating 1 configuration(s)
## INFO [12:12:45.532] Benchmark with 10 resampling iterations
## INFO [12:12:45.550] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:45.589] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:45.620] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:45.637] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:45.655] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:45.673] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:45.698] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:45.720] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:45.740] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:45.758] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:45.778] Finished benchmark
## INFO [12:12:45.873] Result of batch 95:
## INFO [12:12:45.875] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:45.875] 62 0.1665928 29 0.5 63757497-64a8-41ac-a19c-140c819bd79d
## INFO [12:12:45.878] Evaluating 1 configuration(s)
## INFO [12:12:45.893] Benchmark with 10 resampling iterations
## INFO [12:12:45.901] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:45.921] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:45.941] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:45.960] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:45.978] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:45.997] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:46.016] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:46.042] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:46.060] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:46.078] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:46.097] Finished benchmark
## INFO [12:12:46.210] Result of batch 96:
## INFO [12:12:46.213] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:46.213] 51 0.4653629 18 0.5 d5df3a0b-d557-44c0-803e-3bcd2a14f00a
## INFO [12:12:46.221] Evaluating 1 configuration(s)
## INFO [12:12:46.249] Benchmark with 10 resampling iterations
## INFO [12:12:46.256] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:46.276] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:46.295] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:46.313] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:46.332] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:46.353] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:46.372] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:46.391] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:46.409] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:46.437] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:46.459] Finished benchmark
## INFO [12:12:46.561] Result of batch 97:
## INFO [12:12:46.562] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:46.562] 11 0.04001793 4 0.6895317 eff7a66c-8d4e-4ef5-861d-7657d78a9557
## INFO [12:12:46.567] Evaluating 1 configuration(s)
## INFO [12:12:46.580] Benchmark with 10 resampling iterations
## INFO [12:12:46.587] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:46.609] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:46.633] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:46.655] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:46.674] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:46.692] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:46.710] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:46.730] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:46.756] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:46.775] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:46.797] Finished benchmark
## INFO [12:12:46.870] Result of batch 98:
## INFO [12:12:46.871] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:46.871] 64 0.4705074 11 0.5 8564c4b7-33db-49a9-8843-601203178301
## INFO [12:12:46.875] Evaluating 1 configuration(s)
## INFO [12:12:46.889] Benchmark with 10 resampling iterations
## INFO [12:12:46.895] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:46.913] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:46.931] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:46.952] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:46.969] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:46.987] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:47.011] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:47.031] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:47.051] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:47.069] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:47.091] Finished benchmark
## INFO [12:12:47.154] Result of batch 99:
## INFO [12:12:47.156] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:47.156] 17 0.8164441 9 0.5 fb3a1a9f-41df-411c-88a8-446bfb191241
## INFO [12:12:47.162] Evaluating 1 configuration(s)
## INFO [12:12:47.176] Benchmark with 10 resampling iterations
## INFO [12:12:47.182] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:47.201] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:47.220] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:47.242] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:47.281] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:47.302] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:47.323] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:47.343] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:47.360] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:47.380] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:47.401] Finished benchmark
## INFO [12:12:47.461] Result of batch 100:
## INFO [12:12:47.463] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:47.463] 141 0.3930202 16 0.5 489920ce-50c9-4ed2-963f-accba5aff60b
## INFO [12:12:47.472] Finished optimizing after 100 evaluation(s)
## INFO [12:12:47.473] Result:
## INFO [12:12:47.475] minsplit cp maxdepth learner_param_vals x_domain classif.auc
## INFO [12:12:47.475] 96 0.0301458 5 <list[4]> <list[3]> 0.7112511
## INFO [12:12:47.509] Applying learner 'classif.rpart.tuned' on task 'credit' (iter 2/10)
## INFO [12:12:47.531] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals>'
## INFO [12:12:47.558] Evaluating 1 configuration(s)
## INFO [12:12:47.573] Benchmark with 10 resampling iterations
## INFO [12:12:47.581] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:47.600] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:47.620] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:47.640] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:47.658] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:47.678] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:47.700] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:47.718] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:47.737] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:47.756] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:47.778] Finished benchmark
## INFO [12:12:47.841] Result of batch 1:
## INFO [12:12:47.842] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:47.842] 86 0.2585507 20 0.5 28d03f15-85aa-4b85-a3c5-c18d5988d05a
## INFO [12:12:47.849] Evaluating 1 configuration(s)
## INFO [12:12:47.863] Benchmark with 10 resampling iterations
## INFO [12:12:47.870] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:47.888] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:47.906] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:47.927] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:47.951] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:47.972] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:48.003] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:48.023] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:48.041] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:48.068] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:48.123] Finished benchmark
## INFO [12:12:48.204] Result of batch 2:
## INFO [12:12:48.206] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:48.206] 77 0.4711711 14 0.5 3063b0e3-87c7-4ae1-bc50-e0ba498e5bb4
## INFO [12:12:48.211] Evaluating 1 configuration(s)
## INFO [12:12:48.226] Benchmark with 10 resampling iterations
## INFO [12:12:48.234] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:48.251] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:48.296] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:48.341] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:48.393] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:48.438] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:48.458] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:48.476] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:48.495] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:48.536] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:48.555] Finished benchmark
## INFO [12:12:48.617] Result of batch 3:
## INFO [12:12:48.618] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:48.618] 39 0.3634136 4 0.5 4ec9f730-2cd3-4660-b645-bb9523a8d1c8
## INFO [12:12:48.622] Evaluating 1 configuration(s)
## INFO [12:12:48.636] Benchmark with 10 resampling iterations
## INFO [12:12:48.643] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:48.669] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:48.689] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:48.708] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:48.726] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:48.754] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:48.773] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:48.803] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:48.835] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:48.863] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:48.883] Finished benchmark
## INFO [12:12:48.944] Result of batch 4:
## INFO [12:12:48.945] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:48.945] 80 0.2217496 11 0.5 dc6363a9-e256-4882-8664-604e2a6f6a16
## INFO [12:12:48.950] Evaluating 1 configuration(s)
## INFO [12:12:48.966] Benchmark with 10 resampling iterations
## INFO [12:12:48.973] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:48.993] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:49.018] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:49.044] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:49.064] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:49.094] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:49.122] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:49.143] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:49.162] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:49.179] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:49.202] Finished benchmark
## INFO [12:12:49.288] Result of batch 5:
## INFO [12:12:49.290] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:49.290] 14 0.6138569 20 0.5 13edc3a4-cdbc-467b-b099-186d311291e4
## INFO [12:12:49.293] Evaluating 1 configuration(s)
## INFO [12:12:49.306] Benchmark with 10 resampling iterations
## INFO [12:12:49.313] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:49.339] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:49.371] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:49.402] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:49.422] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:49.445] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:49.488] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:49.523] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:49.541] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:49.559] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:49.584] Finished benchmark
## INFO [12:12:49.717] Result of batch 6:
## INFO [12:12:49.720] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:49.720] 45 0.4666102 4 0.5 3280e664-29b2-4e1d-af1e-86cc01455dab
## INFO [12:12:49.728] Evaluating 1 configuration(s)
## INFO [12:12:49.757] Benchmark with 10 resampling iterations
## INFO [12:12:49.763] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:49.795] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:49.834] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:49.859] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:49.883] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:49.931] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:49.978] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:50.028] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:50.078] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:50.122] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:50.152] Finished benchmark
## INFO [12:12:50.236] Result of batch 7:
## INFO [12:12:50.237] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:50.237] 132 0.03958673 22 0.7144773 000186e4-99d6-427a-9c26-0f5fa46be172
## INFO [12:12:50.244] Evaluating 1 configuration(s)
## INFO [12:12:50.259] Benchmark with 10 resampling iterations
## INFO [12:12:50.266] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:50.283] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:50.301] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:50.322] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:50.340] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:50.359] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:50.385] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:50.404] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:50.421] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:50.439] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:50.472] Finished benchmark
## INFO [12:12:50.530] Result of batch 8:
## INFO [12:12:50.532] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:50.532] 3 0.9940548 11 0.5 8eba3c89-4d5d-4049-9f31-683b24dead8e
## INFO [12:12:50.537] Evaluating 1 configuration(s)
## INFO [12:12:50.553] Benchmark with 10 resampling iterations
## INFO [12:12:50.560] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:50.580] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:50.598] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:50.618] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:50.638] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:50.656] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:50.676] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:50.698] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:50.726] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:50.746] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:50.768] Finished benchmark
## INFO [12:12:50.825] Result of batch 9:
## INFO [12:12:50.827] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:50.827] 95 0.4105627 5 0.5 1c1c4598-693a-4467-a805-2b0b2bfea144
## INFO [12:12:50.832] Evaluating 1 configuration(s)
## INFO [12:12:50.847] Benchmark with 10 resampling iterations
## INFO [12:12:50.855] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:50.876] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:50.894] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:50.912] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:50.934] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:50.960] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:50.996] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:51.014] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:51.032] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:51.049] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:51.072] Finished benchmark
## INFO [12:12:51.130] Result of batch 10:
## INFO [12:12:51.132] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:51.132] 89 0.6326434 7 0.5 de9476dc-50be-4da5-9ee1-e5044ffc787e
## INFO [12:12:51.136] Evaluating 1 configuration(s)
## INFO [12:12:51.149] Benchmark with 10 resampling iterations
## INFO [12:12:51.156] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:51.174] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:51.192] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:51.225] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:51.244] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:51.274] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:51.299] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:51.319] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:51.336] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:51.355] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:51.378] Finished benchmark
## INFO [12:12:51.481] Result of batch 11:
## INFO [12:12:51.483] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:51.483] 5 0.1931865 7 0.5 28902554-d246-4b2b-86a8-a049e204f590
## INFO [12:12:51.489] Evaluating 1 configuration(s)
## INFO [12:12:51.510] Benchmark with 10 resampling iterations
## INFO [12:12:51.518] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:51.536] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:51.556] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:51.575] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:51.597] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:51.615] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:51.633] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:51.652] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:51.673] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:51.693] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:51.713] Finished benchmark
## INFO [12:12:51.785] Result of batch 12:
## INFO [12:12:51.787] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:51.787] 42 0.8821647 3 0.5 7e58e2e3-372a-480d-bee8-a05ff1a00d6a
## INFO [12:12:51.790] Evaluating 1 configuration(s)
## INFO [12:12:51.805] Benchmark with 10 resampling iterations
## INFO [12:12:51.814] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:51.836] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:51.855] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:51.876] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:51.897] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:51.915] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:51.934] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:51.953] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:51.978] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:51.996] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:52.027] Finished benchmark
## INFO [12:12:52.090] Result of batch 13:
## INFO [12:12:52.092] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:52.092] 75 0.1370167 26 0.5 2425a86c-a00f-40a9-ad62-ddbf8baf2ad6
## INFO [12:12:52.096] Evaluating 1 configuration(s)
## INFO [12:12:52.109] Benchmark with 10 resampling iterations
## INFO [12:12:52.118] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:52.139] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:52.158] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:52.177] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:52.199] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:52.218] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:52.242] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:52.263] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:52.293] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:52.316] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:52.336] Finished benchmark
## INFO [12:12:52.397] Result of batch 14:
## INFO [12:12:52.398] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:52.398] 96 0.2816069 6 0.5 ce2fd235-3c96-480c-b897-79a6fc6e5b9d
## INFO [12:12:52.402] Evaluating 1 configuration(s)
## INFO [12:12:52.417] Benchmark with 10 resampling iterations
## INFO [12:12:52.425] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:52.445] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:52.463] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:52.485] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:52.504] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:52.524] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:52.556] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:52.587] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:52.614] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:52.632] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:52.653] Finished benchmark
## INFO [12:12:52.714] Result of batch 15:
## INFO [12:12:52.715] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:52.715] 60 0.7801636 2 0.5 6c27e5d2-7439-4e22-9e57-49b23421993c
## INFO [12:12:52.719] Evaluating 1 configuration(s)
## INFO [12:12:52.732] Benchmark with 10 resampling iterations
## INFO [12:12:52.739] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:52.757] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:52.775] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:52.794] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:52.823] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:52.846] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:52.866] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:52.884] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:52.902] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:52.919] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:52.939] Finished benchmark
## INFO [12:12:52.995] Result of batch 16:
## INFO [12:12:52.996] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:52.996] 104 0.9170946 14 0.5 1061e116-00d9-46e4-88b2-43acf6eedf21
## INFO [12:12:53.001] Evaluating 1 configuration(s)
## INFO [12:12:53.016] Benchmark with 10 resampling iterations
## INFO [12:12:53.023] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:53.041] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:53.071] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:53.091] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:53.111] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:53.130] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:53.150] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:53.170] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:53.188] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:53.205] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:53.226] Finished benchmark
## INFO [12:12:53.293] Result of batch 17:
## INFO [12:12:53.295] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:53.295] 15 0.1244438 11 0.5 6359344c-8f96-46c4-9b8f-30d211709a9f
## INFO [12:12:53.302] Evaluating 1 configuration(s)
## INFO [12:12:53.318] Benchmark with 10 resampling iterations
## INFO [12:12:53.325] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:53.345] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:53.363] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:53.383] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:53.402] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:53.420] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:53.437] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:53.457] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:53.478] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:53.498] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:53.539] Finished benchmark
## INFO [12:12:53.631] Result of batch 18:
## INFO [12:12:53.633] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:53.633] 25 0.1079621 3 0.5 63e629e5-50cc-46bc-98b6-9e1171670670
## INFO [12:12:53.636] Evaluating 1 configuration(s)
## INFO [12:12:53.651] Benchmark with 10 resampling iterations
## INFO [12:12:53.657] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:53.678] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:53.700] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:53.719] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:53.737] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:53.755] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:53.775] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:53.794] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:53.824] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:53.853] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:53.873] Finished benchmark
## INFO [12:12:53.931] Result of batch 19:
## INFO [12:12:53.933] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:53.933] 77 0.4693013 25 0.5 83e87c28-d4e2-40e1-b9b7-216c673e54a0
## INFO [12:12:53.936] Evaluating 1 configuration(s)
## INFO [12:12:53.951] Benchmark with 10 resampling iterations
## INFO [12:12:53.959] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:53.976] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:54.002] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:54.026] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:54.043] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:54.063] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:54.093] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:54.117] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:54.139] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:54.157] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:54.178] Finished benchmark
## INFO [12:12:54.237] Result of batch 20:
## INFO [12:12:54.239] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:54.239] 110 0.5149448 11 0.5 922ab8b3-20de-4979-864f-240e36c92b28
## INFO [12:12:54.242] Evaluating 1 configuration(s)
## INFO [12:12:54.257] Benchmark with 10 resampling iterations
## INFO [12:12:54.264] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:54.283] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:54.302] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:54.320] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:54.357] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:54.389] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:54.420] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:54.439] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:54.462] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:54.488] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:54.516] Finished benchmark
## INFO [12:12:54.602] Result of batch 21:
## INFO [12:12:54.604] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:54.604] 42 0.3339979 20 0.5 6474ac65-508e-443e-b19a-72c154a31b1c
## INFO [12:12:54.607] Evaluating 1 configuration(s)
## INFO [12:12:54.622] Benchmark with 10 resampling iterations
## INFO [12:12:54.628] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:54.660] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:54.688] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:54.719] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:54.745] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:54.764] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:54.782] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:54.801] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:54.821] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:54.842] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:54.890] Finished benchmark
## INFO [12:12:55.003] Result of batch 22:
## INFO [12:12:55.004] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:55.004] 72 0.5346266 27 0.5 f9bc4bc3-5ab9-47f3-9b2c-3fdd82f32023
## INFO [12:12:55.008] Evaluating 1 configuration(s)
## INFO [12:12:55.029] Benchmark with 10 resampling iterations
## INFO [12:12:55.039] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:55.059] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:55.088] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:55.110] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:55.133] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:55.177] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:55.230] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:55.262] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:55.295] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:55.326] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:55.350] Finished benchmark
## INFO [12:12:55.405] Result of batch 23:
## INFO [12:12:55.406] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:55.406] 6 0.1455005 11 0.5 86a2b5ac-3cdd-42c0-8f7d-4ae839c27903
## INFO [12:12:55.410] Evaluating 1 configuration(s)
## INFO [12:12:55.426] Benchmark with 10 resampling iterations
## INFO [12:12:55.433] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:55.452] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:55.470] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:55.490] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:55.510] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:55.528] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:55.561] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:55.586] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:55.605] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:55.623] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:55.645] Finished benchmark
## INFO [12:12:55.707] Result of batch 24:
## INFO [12:12:55.709] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:55.709] 148 0.3437819 24 0.5 94213c8b-ad34-4f73-a2a0-c4ac3974dde1
## INFO [12:12:55.712] Evaluating 1 configuration(s)
## INFO [12:12:55.728] Benchmark with 10 resampling iterations
## INFO [12:12:55.735] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:55.754] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:55.775] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:55.805] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:55.832] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:55.851] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:55.871] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:55.891] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:55.911] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:55.930] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:55.951] Finished benchmark
## INFO [12:12:56.026] Result of batch 25:
## INFO [12:12:56.029] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:56.029] 106 0.1254673 2 0.5 55d6e7a9-d5ef-4734-97ed-ed09d52ea869
## INFO [12:12:56.035] Evaluating 1 configuration(s)
## INFO [12:12:56.057] Benchmark with 10 resampling iterations
## INFO [12:12:56.065] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:56.083] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:56.105] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:56.126] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:56.145] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:56.166] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:56.185] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:56.203] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:56.221] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:56.240] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:56.279] Finished benchmark
## INFO [12:12:56.344] Result of batch 26:
## INFO [12:12:56.346] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:56.346] 28 0.719008 3 0.5 fbecb3c3-0dc3-45c2-91a1-e0d6fd8ba378
## INFO [12:12:56.349] Evaluating 1 configuration(s)
## INFO [12:12:56.364] Benchmark with 10 resampling iterations
## INFO [12:12:56.373] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:56.395] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:56.414] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:56.433] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:56.453] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:56.472] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:56.492] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:56.521] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:56.550] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:56.568] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:56.588] Finished benchmark
## INFO [12:12:56.649] Result of batch 27:
## INFO [12:12:56.650] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:56.650] 104 0.0800076 2 0.5 eec54354-d974-4f85-997a-92d80e16769f
## INFO [12:12:56.654] Evaluating 1 configuration(s)
## INFO [12:12:56.668] Benchmark with 10 resampling iterations
## INFO [12:12:56.675] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:56.697] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:56.716] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:56.734] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:56.947] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:56.965] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:56.983] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:57.004] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:57.022] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:57.040] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:57.062] Finished benchmark
## INFO [12:12:57.121] Result of batch 28:
## INFO [12:12:57.125] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:57.125] 20 0.1728301 22 0.5 b714fe72-3643-4955-b881-757a016d5f9b
## INFO [12:12:57.129] Evaluating 1 configuration(s)
## INFO [12:12:57.144] Benchmark with 10 resampling iterations
## INFO [12:12:57.150] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:57.169] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:57.193] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:57.211] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:57.231] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:57.250] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:57.267] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:57.286] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:57.305] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:57.324] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:57.343] Finished benchmark
## INFO [12:12:57.406] Result of batch 29:
## INFO [12:12:57.407] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:57.407] 32 0.8175962 3 0.5 80c60c35-1bf3-4fbd-b382-863898574b67
## INFO [12:12:57.414] Evaluating 1 configuration(s)
## INFO [12:12:57.436] Benchmark with 10 resampling iterations
## INFO [12:12:57.444] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:57.462] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:57.479] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:57.497] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:57.517] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:57.537] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:57.555] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:57.572] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:57.590] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:57.609] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:57.628] Finished benchmark
## INFO [12:12:57.693] Result of batch 30:
## INFO [12:12:57.694] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:57.694] 147 0.8292292 24 0.5 926ab294-bf7f-4f78-ad65-d8126f96b681
## INFO [12:12:57.698] Evaluating 1 configuration(s)
## INFO [12:12:57.712] Benchmark with 10 resampling iterations
## INFO [12:12:57.719] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:57.742] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:57.761] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:57.779] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:57.797] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:57.817] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:57.837] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:57.859] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:57.879] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:57.905] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:57.925] Finished benchmark
## INFO [12:12:57.985] Result of batch 31:
## INFO [12:12:57.986] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:57.986] 132 0.4833748 5 0.5 3d5a1137-fb98-4395-947f-830a7d7f85e1
## INFO [12:12:57.990] Evaluating 1 configuration(s)
## INFO [12:12:58.003] Benchmark with 10 resampling iterations
## INFO [12:12:58.010] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:58.027] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:58.049] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:58.068] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:58.086] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:58.104] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:58.125] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:58.151] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:58.168] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:58.187] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:58.210] Finished benchmark
## INFO [12:12:58.275] Result of batch 32:
## INFO [12:12:58.276] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:58.276] 99 0.4995696 2 0.5 6d9a0b52-53fb-43d1-b15c-545447e894ff
## INFO [12:12:58.280] Evaluating 1 configuration(s)
## INFO [12:12:58.293] Benchmark with 10 resampling iterations
## INFO [12:12:58.300] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:58.319] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:58.338] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:58.357] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:58.381] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:58.400] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:58.420] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:58.438] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:58.458] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:58.475] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:58.500] Finished benchmark
## INFO [12:12:58.560] Result of batch 33:
## INFO [12:12:58.562] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:58.562] 133 0.1851829 4 0.5 c3380db5-7680-4d27-b840-1c5d5f36ee42
## INFO [12:12:58.565] Evaluating 1 configuration(s)
## INFO [12:12:58.580] Benchmark with 10 resampling iterations
## INFO [12:12:58.586] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:58.604] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:58.629] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:58.648] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:58.666] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:58.686] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:58.704] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:58.725] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:58.743] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:58.761] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:58.783] Finished benchmark
## INFO [12:12:58.844] Result of batch 34:
## INFO [12:12:58.845] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:58.845] 41 0.4022983 9 0.5 d9f325af-cbec-4b41-80c5-bb8064040218
## INFO [12:12:58.858] Evaluating 1 configuration(s)
## INFO [12:12:58.873] Benchmark with 10 resampling iterations
## INFO [12:12:58.881] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:58.899] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:58.917] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:58.935] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:58.954] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:58.972] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:58.991] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:59.010] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:59.029] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:59.046] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:59.065] Finished benchmark
## INFO [12:12:59.133] Result of batch 35:
## INFO [12:12:59.136] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:59.136] 103 0.8644848 16 0.5 0ecc650f-bc9f-4193-8644-b5b6bf8344bd
## INFO [12:12:59.140] Evaluating 1 configuration(s)
## INFO [12:12:59.154] Benchmark with 10 resampling iterations
## INFO [12:12:59.162] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:59.184] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:59.201] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:59.220] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:59.240] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:59.259] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:59.278] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:59.297] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:59.325] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:59.342] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:59.362] Finished benchmark
## INFO [12:12:59.421] Result of batch 36:
## INFO [12:12:59.423] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:59.423] 86 0.3022863 21 0.5 dd318c00-b04d-4660-9acb-865131ef54b3
## INFO [12:12:59.427] Evaluating 1 configuration(s)
## INFO [12:12:59.440] Benchmark with 10 resampling iterations
## INFO [12:12:59.447] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:59.467] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:59.486] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:59.504] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:59.522] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:59.548] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:59.568] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:59.587] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:59.607] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:59.626] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:59.647] Finished benchmark
## INFO [12:12:59.710] Result of batch 37:
## INFO [12:12:59.711] minsplit cp maxdepth classif.auc uhash
## INFO [12:12:59.711] 115 0.3366272 6 0.5 7557643e-9ea9-43d8-9677-175b511c10d4
## INFO [12:12:59.715] Evaluating 1 configuration(s)
## INFO [12:12:59.728] Benchmark with 10 resampling iterations
## INFO [12:12:59.735] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:12:59.754] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:12:59.798] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:12:59.817] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:12:59.837] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:12:59.856] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:12:59.873] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:12:59.890] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:12:59.907] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:12:59.926] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:12:59.948] Finished benchmark
## INFO [12:13:00.011] Result of batch 38:
## INFO [12:13:00.013] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:00.013] 112 0.680825 2 0.5 43ec25e5-090a-41cd-a254-f20fd25f15e3
## INFO [12:13:00.019] Evaluating 1 configuration(s)
## INFO [12:13:00.044] Benchmark with 10 resampling iterations
## INFO [12:13:00.053] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:00.075] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:00.092] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:00.109] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:00.128] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:00.149] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:00.167] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:00.186] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:00.204] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:00.222] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:00.244] Finished benchmark
## INFO [12:13:00.321] Result of batch 39:
## INFO [12:13:00.323] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:00.323] 115 0.5726001 12 0.5 0f55bf0b-1825-4e9e-a083-0843eec9cceb
## INFO [12:13:00.327] Evaluating 1 configuration(s)
## INFO [12:13:00.344] Benchmark with 10 resampling iterations
## INFO [12:13:00.353] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:00.374] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:00.394] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:00.412] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:00.430] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:00.449] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:00.470] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:00.489] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:00.510] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:00.536] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:00.561] Finished benchmark
## INFO [12:13:00.624] Result of batch 40:
## INFO [12:13:00.625] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:00.625] 46 0.1570768 30 0.5 cab56c63-58a7-445d-a42e-13e9bc164b90
## INFO [12:13:00.629] Evaluating 1 configuration(s)
## INFO [12:13:00.642] Benchmark with 10 resampling iterations
## INFO [12:13:00.649] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:00.668] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:00.691] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:00.710] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:00.731] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:00.752] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:00.773] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:00.806] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:00.827] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:00.849] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:00.869] Finished benchmark
## INFO [12:13:00.935] Result of batch 41:
## INFO [12:13:00.936] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:00.936] 130 0.03730581 8 0.7150045 1f9b022e-0789-4713-a139-993e9dbc508b
## INFO [12:13:00.940] Evaluating 1 configuration(s)
## INFO [12:13:00.955] Benchmark with 10 resampling iterations
## INFO [12:13:00.963] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:00.982] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:01.000] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:01.018] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:01.050] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:01.070] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:01.089] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:01.110] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:01.134] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:01.152] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:01.175] Finished benchmark
## INFO [12:13:01.239] Result of batch 42:
## INFO [12:13:01.241] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:01.241] 96 0.1081332 15 0.5 41c0aa86-dde1-463b-8056-ab13734d1e97
## INFO [12:13:01.244] Evaluating 1 configuration(s)
## INFO [12:13:01.258] Benchmark with 10 resampling iterations
## INFO [12:13:01.266] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:01.297] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:01.320] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:01.341] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:01.359] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:01.376] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:01.397] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:01.416] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:01.435] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:01.454] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:01.472] Finished benchmark
## INFO [12:13:01.546] Result of batch 43:
## INFO [12:13:01.548] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:01.548] 40 0.7153597 10 0.5 cb2b4afd-79a1-48a7-a393-3f658b8132ce
## INFO [12:13:01.553] Evaluating 1 configuration(s)
## INFO [12:13:01.567] Benchmark with 10 resampling iterations
## INFO [12:13:01.574] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:01.592] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:01.610] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:01.627] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:01.647] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:01.666] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:01.687] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:01.708] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:01.728] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:01.746] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:01.780] Finished benchmark
## INFO [12:13:01.845] Result of batch 44:
## INFO [12:13:01.846] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:01.846] 135 0.529082 7 0.5 9b598bf1-d4dc-4309-8900-cc83d31b06c7
## INFO [12:13:01.851] Evaluating 1 configuration(s)
## INFO [12:13:01.866] Benchmark with 10 resampling iterations
## INFO [12:13:01.873] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:01.892] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:01.910] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:01.929] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:01.949] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:01.968] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:01.986] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:02.016] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:02.038] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:02.058] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:02.078] Finished benchmark
## INFO [12:13:02.139] Result of batch 45:
## INFO [12:13:02.141] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:02.141] 79 0.5791516 28 0.5 3ce876fe-5514-43ce-9cce-3241acec6aa7
## INFO [12:13:02.144] Evaluating 1 configuration(s)
## INFO [12:13:02.160] Benchmark with 10 resampling iterations
## INFO [12:13:02.167] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:02.187] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:02.205] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:02.224] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:02.259] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:02.277] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:02.295] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:02.315] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:02.336] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:02.354] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:02.372] Finished benchmark
## INFO [12:13:02.434] Result of batch 46:
## INFO [12:13:02.435] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:02.435] 20 0.9790112 1 0.5 c9f7644c-ba07-4c76-9b01-f32b71e86072
## INFO [12:13:02.439] Evaluating 1 configuration(s)
## INFO [12:13:02.454] Benchmark with 10 resampling iterations
## INFO [12:13:02.469] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:02.495] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:02.513] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:02.533] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:02.553] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:02.571] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:02.589] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:02.611] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:02.631] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:02.649] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:02.669] Finished benchmark
## INFO [12:13:02.751] Result of batch 47:
## INFO [12:13:02.752] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:02.752] 88 0.459145 26 0.5 cb2f3a54-e68b-4adc-ab33-e34d19742dad
## INFO [12:13:02.756] Evaluating 1 configuration(s)
## INFO [12:13:02.772] Benchmark with 10 resampling iterations
## INFO [12:13:02.778] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:02.797] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:02.816] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:02.838] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:02.860] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:02.878] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:02.896] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:02.916] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:02.943] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:02.966] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:02.985] Finished benchmark
## INFO [12:13:03.046] Result of batch 48:
## INFO [12:13:03.048] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:03.048] 144 0.5603322 6 0.5 34ead197-2e4d-4b65-9695-8accc42a558c
## INFO [12:13:03.052] Evaluating 1 configuration(s)
## INFO [12:13:03.067] Benchmark with 10 resampling iterations
## INFO [12:13:03.075] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:03.095] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:03.114] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:03.133] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:03.156] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:03.186] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:03.204] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:03.223] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:03.244] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:03.264] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:03.284] Finished benchmark
## INFO [12:13:03.351] Result of batch 49:
## INFO [12:13:03.353] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:03.353] 44 0.1220323 29 0.5 b6e4a37c-326f-4816-bc9b-5d00b302620b
## INFO [12:13:03.359] Evaluating 1 configuration(s)
## INFO [12:13:03.375] Benchmark with 10 resampling iterations
## INFO [12:13:03.381] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:03.408] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:03.432] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:03.450] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:03.468] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:03.487] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:03.504] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:03.522] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:03.544] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:03.565] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:03.585] Finished benchmark
## INFO [12:13:03.667] Result of batch 50:
## INFO [12:13:03.669] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:03.669] 127 0.4041588 1 0.5 37e0c286-3cc1-42d7-aad6-59977ed8d79d
## INFO [12:13:03.673] Evaluating 1 configuration(s)
## INFO [12:13:03.690] Benchmark with 10 resampling iterations
## INFO [12:13:03.699] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:03.718] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:03.739] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:03.760] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:03.778] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:03.797] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:03.817] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:03.839] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:03.858] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:03.916] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:03.938] Finished benchmark
## INFO [12:13:04.002] Result of batch 51:
## INFO [12:13:04.003] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:04.003] 84 0.2454226 6 0.5 203c2127-d416-4c1e-b0e0-6df7248d5ba1
## INFO [12:13:04.007] Evaluating 1 configuration(s)
## INFO [12:13:04.021] Benchmark with 10 resampling iterations
## INFO [12:13:04.027] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:04.050] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:04.070] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:04.088] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:04.107] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:04.129] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:04.160] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:04.184] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:04.204] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:04.225] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:04.245] Finished benchmark
## INFO [12:13:04.309] Result of batch 52:
## INFO [12:13:04.310] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:04.310] 134 0.5421353 15 0.5 49f9d595-cb9f-40b3-8498-70cd35ca455a
## INFO [12:13:04.314] Evaluating 1 configuration(s)
## INFO [12:13:04.327] Benchmark with 10 resampling iterations
## INFO [12:13:04.335] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:04.355] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:04.373] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:04.402] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:04.428] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:04.447] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:04.466] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:04.487] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:04.507] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:04.525] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:04.546] Finished benchmark
## INFO [12:13:04.609] Result of batch 53:
## INFO [12:13:04.610] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:04.610] 52 0.09580704 12 0.5 3018f3c5-c8ae-416d-8e35-cb0820555bbb
## INFO [12:13:04.614] Evaluating 1 configuration(s)
## INFO [12:13:04.627] Benchmark with 10 resampling iterations
## INFO [12:13:04.646] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:04.675] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:04.693] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:04.712] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:04.732] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:04.750] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:04.768] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:04.791] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:04.809] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:04.828] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:04.849] Finished benchmark
## INFO [12:13:04.929] Result of batch 54:
## INFO [12:13:04.930] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:04.930] 16 0.5318248 20 0.5 e73abfdc-b7c2-4e09-a838-09d0300a50de
## INFO [12:13:04.935] Evaluating 1 configuration(s)
## INFO [12:13:04.949] Benchmark with 10 resampling iterations
## INFO [12:13:04.958] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:04.975] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:04.995] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:05.016] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:05.036] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:05.056] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:05.073] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:05.093] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:05.112] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:05.151] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:05.178] Finished benchmark
## INFO [12:13:05.242] Result of batch 55:
## INFO [12:13:05.243] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:05.243] 66 0.6051387 9 0.5 2ba0fa53-2fdd-418b-b8cb-538a6923b238
## INFO [12:13:05.247] Evaluating 1 configuration(s)
## INFO [12:13:05.260] Benchmark with 10 resampling iterations
## INFO [12:13:05.268] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:05.287] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:05.308] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:05.329] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:05.349] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:05.369] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:05.404] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:05.429] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:05.447] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:05.465] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:05.489] Finished benchmark
## INFO [12:13:05.554] Result of batch 56:
## INFO [12:13:05.555] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:05.555] 27 0.3061738 11 0.5 4e99e054-8ffd-402b-8516-e2b74e64e022
## INFO [12:13:05.559] Evaluating 1 configuration(s)
## INFO [12:13:05.572] Benchmark with 10 resampling iterations
## INFO [12:13:05.579] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:05.598] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:05.619] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:05.648] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:05.676] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:05.698] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:05.716] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:05.734] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:05.752] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:05.773] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:05.793] Finished benchmark
## INFO [12:13:05.857] Result of batch 57:
## INFO [12:13:05.858] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:05.858] 138 0.7666243 19 0.5 a29b3e5b-99da-4107-8e3e-242eafdaf1df
## INFO [12:13:05.862] Evaluating 1 configuration(s)
## INFO [12:13:05.882] Benchmark with 10 resampling iterations
## INFO [12:13:05.893] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:05.920] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:05.941] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:05.960] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:05.978] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:06.001] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:06.020] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:06.038] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:06.058] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:06.077] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:06.098] Finished benchmark
## INFO [12:13:06.184] Result of batch 58:
## INFO [12:13:06.185] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:06.185] 145 0.3093242 23 0.5 2f56aa2e-5887-4623-a765-a7cf7b4b1aad
## INFO [12:13:06.191] Evaluating 1 configuration(s)
## INFO [12:13:06.204] Benchmark with 10 resampling iterations
## INFO [12:13:06.211] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:06.231] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:06.252] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:06.270] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:06.289] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:06.310] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:06.328] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:06.349] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:06.377] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:06.405] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:06.430] Finished benchmark
## INFO [12:13:06.493] Result of batch 59:
## INFO [12:13:06.494] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:06.494] 76 0.251628 2 0.5 0088320b-a05e-4d83-9be4-09291528ecb0
## INFO [12:13:06.499] Evaluating 1 configuration(s)
## INFO [12:13:06.515] Benchmark with 10 resampling iterations
## INFO [12:13:06.523] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:06.542] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:06.559] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:06.577] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:06.597] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:06.626] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:06.653] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:06.672] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:06.694] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:06.715] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:06.740] Finished benchmark
## INFO [12:13:06.802] Result of batch 60:
## INFO [12:13:06.803] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:06.803] 24 0.7102782 28 0.5 667689f8-a862-4a8f-bdf3-deddff689680
## INFO [12:13:06.809] Evaluating 1 configuration(s)
## INFO [12:13:06.823] Benchmark with 10 resampling iterations
## INFO [12:13:06.840] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:06.859] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:06.892] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:06.916] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:06.933] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:06.961] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:06.995] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:07.019] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:07.039] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:07.057] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:07.076] Finished benchmark
## INFO [12:13:07.153] Result of batch 61:
## INFO [12:13:07.155] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:07.155] 45 0.478429 13 0.5 7f46ee55-9900-4bb2-878c-764f6f6a8ffe
## INFO [12:13:07.161] Evaluating 1 configuration(s)
## INFO [12:13:07.179] Benchmark with 10 resampling iterations
## INFO [12:13:07.186] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:07.207] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:07.227] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:07.253] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:07.282] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:07.300] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:07.319] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:07.338] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:07.363] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:07.382] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:07.440] Finished benchmark
## INFO [12:13:07.512] Result of batch 62:
## INFO [12:13:07.515] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:07.515] 108 0.451407 24 0.5 ac315b19-f209-4d69-a976-1c481330bc45
## INFO [12:13:07.519] Evaluating 1 configuration(s)
## INFO [12:13:07.533] Benchmark with 10 resampling iterations
## INFO [12:13:07.540] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:07.566] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:07.585] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:07.603] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:07.621] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:07.643] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:07.661] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:07.697] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:07.723] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:07.743] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:07.763] Finished benchmark
## INFO [12:13:07.827] Result of batch 63:
## INFO [12:13:07.829] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:07.829] 12 0.3537431 25 0.5 a1757809-b7bc-4a79-9c9a-85db79d1d758
## INFO [12:13:07.835] Evaluating 1 configuration(s)
## INFO [12:13:07.849] Benchmark with 10 resampling iterations
## INFO [12:13:07.857] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:07.877] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:07.897] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:07.934] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:07.963] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:07.993] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:08.034] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:08.062] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:08.080] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:08.101] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:08.126] Finished benchmark
## INFO [12:13:08.197] Result of batch 64:
## INFO [12:13:08.199] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:08.199] 54 0.8491989 23 0.5 10bc345b-4686-4506-b553-0d8308f82221
## INFO [12:13:08.202] Evaluating 1 configuration(s)
## INFO [12:13:08.216] Benchmark with 10 resampling iterations
## INFO [12:13:08.235] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:08.262] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:08.283] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:08.302] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:08.322] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:08.341] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:08.359] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:08.378] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:08.398] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:08.416] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:08.435] Finished benchmark
## INFO [12:13:08.524] Result of batch 65:
## INFO [12:13:08.525] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:08.525] 44 0.5901469 5 0.5 c71b2275-72e8-47ca-b233-b232971266de
## INFO [12:13:08.529] Evaluating 1 configuration(s)
## INFO [12:13:08.554] Benchmark with 10 resampling iterations
## INFO [12:13:08.561] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:08.579] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:08.597] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:08.618] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:08.637] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:08.655] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:08.672] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:08.700] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:08.727] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:08.754] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:08.781] Finished benchmark
## INFO [12:13:08.858] Result of batch 66:
## INFO [12:13:08.860] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:08.860] 92 0.7613449 24 0.5 2bc6065e-68e9-46c2-9c0e-ce0e72557bbb
## INFO [12:13:08.863] Evaluating 1 configuration(s)
## INFO [12:13:08.877] Benchmark with 10 resampling iterations
## INFO [12:13:08.884] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:08.903] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:08.923] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:08.942] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:08.959] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:08.999] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:09.026] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:09.047] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:09.068] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:09.087] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:09.107] Finished benchmark
## INFO [12:13:09.174] Result of batch 67:
## INFO [12:13:09.176] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:09.176] 92 0.3663356 5 0.5 08034c0d-654e-4814-8ab5-5aa0c556f629
## INFO [12:13:09.180] Evaluating 1 configuration(s)
## INFO [12:13:09.193] Benchmark with 10 resampling iterations
## INFO [12:13:09.200] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:09.221] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:09.255] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:09.284] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:09.306] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:09.324] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:09.341] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:09.361] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:09.383] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:09.403] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:09.422] Finished benchmark
## INFO [12:13:09.497] Result of batch 68:
## INFO [12:13:09.499] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:09.499] 51 0.7346213 17 0.5 1516e7f6-2819-4126-8469-a5374b3bea36
## INFO [12:13:09.505] Evaluating 1 configuration(s)
## INFO [12:13:09.529] Benchmark with 10 resampling iterations
## INFO [12:13:09.539] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:09.558] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:09.576] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:09.597] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:09.616] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:09.634] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:09.653] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:09.673] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:09.694] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:09.714] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:09.748] Finished benchmark
## INFO [12:13:09.828] Result of batch 69:
## INFO [12:13:09.830] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:09.830] 107 0.781732 15 0.5 0c44ab9e-75b5-4a0d-a70f-ccfb0d1e2cdd
## INFO [12:13:09.835] Evaluating 1 configuration(s)
## INFO [12:13:09.849] Benchmark with 10 resampling iterations
## INFO [12:13:09.856] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:09.874] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:09.895] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:09.914] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:09.933] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:09.951] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:09.973] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:10.186] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:10.206] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:10.229] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:10.249] Finished benchmark
## INFO [12:13:10.315] Result of batch 70:
## INFO [12:13:10.317] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:10.317] 132 0.3386153 2 0.5 d06078cb-ddb2-43f7-8aed-b658dd218f67
## INFO [12:13:10.321] Evaluating 1 configuration(s)
## INFO [12:13:10.335] Benchmark with 10 resampling iterations
## INFO [12:13:10.343] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:10.365] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:10.386] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:10.417] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:10.436] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:10.454] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:10.474] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:10.494] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:10.513] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:10.532] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:10.551] Finished benchmark
## INFO [12:13:10.618] Result of batch 71:
## INFO [12:13:10.619] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:10.619] 5 0.2180804 14 0.5 3f1355b6-dc67-4ecd-a3a9-6e06e4809bc3
## INFO [12:13:10.625] Evaluating 1 configuration(s)
## INFO [12:13:10.641] Benchmark with 10 resampling iterations
## INFO [12:13:10.655] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:10.675] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:10.694] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:10.716] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:10.735] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:10.753] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:10.771] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:10.793] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:10.811] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:10.832] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:10.852] Finished benchmark
## INFO [12:13:10.922] Result of batch 72:
## INFO [12:13:10.924] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:10.924] 75 0.1723183 23 0.5 6cbb5ee3-a95b-4929-ae56-fdf08532f3e6
## INFO [12:13:10.929] Evaluating 1 configuration(s)
## INFO [12:13:10.943] Benchmark with 10 resampling iterations
## INFO [12:13:10.950] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:10.967] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:10.984] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:11.002] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:11.024] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:11.043] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:11.061] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:11.078] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:11.107] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:11.125] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:11.145] Finished benchmark
## INFO [12:13:11.207] Result of batch 73:
## INFO [12:13:11.208] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:11.208] 79 0.6648569 3 0.5 7e7a5e5f-9e90-428a-bad0-bd5106a9b4cb
## INFO [12:13:11.212] Evaluating 1 configuration(s)
## INFO [12:13:11.226] Benchmark with 10 resampling iterations
## INFO [12:13:11.236] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:11.257] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:11.275] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:11.293] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:11.315] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:11.347] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:11.366] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:11.390] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:11.416] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:11.438] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:11.462] Finished benchmark
## INFO [12:13:11.567] Result of batch 74:
## INFO [12:13:11.570] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:11.570] 122 0.7578483 23 0.5 680da66e-9cbf-4352-b60a-d73ab697408d
## INFO [12:13:11.579] Evaluating 1 configuration(s)
## INFO [12:13:11.601] Benchmark with 10 resampling iterations
## INFO [12:13:11.609] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:11.636] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:11.656] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:11.674] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:11.712] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:11.731] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:11.750] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:11.770] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:11.788] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:11.807] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:11.829] Finished benchmark
## INFO [12:13:11.902] Result of batch 75:
## INFO [12:13:11.903] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:11.903] 14 0.4739651 21 0.5 7ff6ac0d-b956-4fce-854f-53cffab36cd3
## INFO [12:13:11.908] Evaluating 1 configuration(s)
## INFO [12:13:11.932] Benchmark with 10 resampling iterations
## INFO [12:13:11.947] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:11.967] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:11.988] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:12.010] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:12.032] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:12.085] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:12.141] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:12.181] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:12.226] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:12.289] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:12.317] Finished benchmark
## INFO [12:13:12.381] Result of batch 76:
## INFO [12:13:12.383] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:12.383] 20 0.02506891 22 0.7140902 e2b6fb07-1cc2-410e-a86d-4cfca77d23ea
## INFO [12:13:12.388] Evaluating 1 configuration(s)
## INFO [12:13:12.406] Benchmark with 10 resampling iterations
## INFO [12:13:12.413] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:12.436] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:12.455] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:12.472] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:12.490] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:12.508] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:12.538] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:12.556] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:12.573] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:12.591] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:12.611] Finished benchmark
## INFO [12:13:12.681] Result of batch 77:
## INFO [12:13:12.684] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:12.684] 67 0.8259956 21 0.5 90457c7d-ce55-4dc2-95d3-556a573782c3
## INFO [12:13:12.688] Evaluating 1 configuration(s)
## INFO [12:13:12.710] Benchmark with 10 resampling iterations
## INFO [12:13:12.729] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:12.770] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:12.797] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:12.818] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:12.849] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:12.891] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:12.922] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:12.972] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:13.027] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:13.076] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:13.124] Finished benchmark
## INFO [12:13:13.197] Result of batch 78:
## INFO [12:13:13.199] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:13.199] 64 0.122111 15 0.5 d5cecf2e-f728-4b07-ae90-c4161a570f7b
## INFO [12:13:13.202] Evaluating 1 configuration(s)
## INFO [12:13:13.217] Benchmark with 10 resampling iterations
## INFO [12:13:13.225] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:13.244] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:13.265] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:13.283] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:13.302] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:13.320] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:13.340] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:13.361] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:13.382] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:13.409] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:13.453] Finished benchmark
## INFO [12:13:13.553] Result of batch 79:
## INFO [12:13:13.555] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:13.555] 144 0.678391 9 0.5 fb45b0e5-a866-4b59-baaf-0145f45b2ddd
## INFO [12:13:13.562] Evaluating 1 configuration(s)
## INFO [12:13:13.575] Benchmark with 10 resampling iterations
## INFO [12:13:13.582] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:13.600] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:13.618] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:13.636] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:13.657] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:13.679] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:13.709] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:13.731] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:13.749] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:13.769] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:13.791] Finished benchmark
## INFO [12:13:13.855] Result of batch 80:
## INFO [12:13:13.858] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:13.858] 63 0.2710747 10 0.5 d58c5a08-970e-48a6-9e0b-67f97b516e71
## INFO [12:13:13.863] Evaluating 1 configuration(s)
## INFO [12:13:13.877] Benchmark with 10 resampling iterations
## INFO [12:13:13.884] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:13.902] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:13.933] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:13.951] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:13.972] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:13.989] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:14.007] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:14.030] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:14.050] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:14.068] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:14.090] Finished benchmark
## INFO [12:13:14.169] Result of batch 81:
## INFO [12:13:14.170] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:14.170] 20 0.0858642 15 0.5 d35fcd31-2b58-4548-9880-1b6021c092d0
## INFO [12:13:14.174] Evaluating 1 configuration(s)
## INFO [12:13:14.187] Benchmark with 10 resampling iterations
## INFO [12:13:14.194] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:14.212] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:14.234] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:14.255] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:14.275] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:14.295] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:14.317] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:14.337] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:14.367] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:14.388] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:14.408] Finished benchmark
## INFO [12:13:14.478] Result of batch 82:
## INFO [12:13:14.480] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:14.480] 10 0.9925332 20 0.5 e7c8bde1-79ad-4e8d-9846-783b944c2116
## INFO [12:13:14.484] Evaluating 1 configuration(s)
## INFO [12:13:14.499] Benchmark with 10 resampling iterations
## INFO [12:13:14.505] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:14.528] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:14.552] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:14.580] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:14.618] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:14.635] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:14.655] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:14.676] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:14.697] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:14.717] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:14.737] Finished benchmark
## INFO [12:13:14.804] Result of batch 83:
## INFO [12:13:14.805] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:14.805] 80 0.1676849 25 0.5 dc6a2ef7-0b1f-4bc1-8f55-1787c03f0088
## INFO [12:13:14.809] Evaluating 1 configuration(s)
## INFO [12:13:14.834] Benchmark with 10 resampling iterations
## INFO [12:13:14.841] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:14.860] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:14.877] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:14.896] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:14.919] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:14.938] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:14.957] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:14.977] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:14.998] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:15.018] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:15.049] Finished benchmark
## INFO [12:13:15.120] Result of batch 84:
## INFO [12:13:15.121] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:15.121] 20 0.9073544 7 0.5 78e57d00-e75a-4a0a-9dd9-95d9c76f841f
## INFO [12:13:15.129] Evaluating 1 configuration(s)
## INFO [12:13:15.144] Benchmark with 10 resampling iterations
## INFO [12:13:15.151] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:15.170] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:15.190] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:15.213] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:15.235] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:15.255] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:15.289] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:15.309] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:15.328] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:15.347] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:15.369] Finished benchmark
## INFO [12:13:15.440] Result of batch 85:
## INFO [12:13:15.443] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:15.443] 96 0.3897552 22 0.5 19d7cbb0-5691-4c41-9b3b-ab64a2cd7103
## INFO [12:13:15.447] Evaluating 1 configuration(s)
## INFO [12:13:15.462] Benchmark with 10 resampling iterations
## INFO [12:13:15.469] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:15.502] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:15.521] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:15.542] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:15.566] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:15.623] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:15.643] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:15.664] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:15.683] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:15.701] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:15.720] Finished benchmark
## INFO [12:13:15.797] Result of batch 86:
## INFO [12:13:15.799] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:15.799] 46 0.972555 21 0.5 9246638f-3424-42bb-b63e-d5aaa3de54b8
## INFO [12:13:15.812] Evaluating 1 configuration(s)
## INFO [12:13:15.881] Benchmark with 10 resampling iterations
## INFO [12:13:15.908] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:15.961] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:15.996] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:16.023] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:16.048] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:16.071] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:16.091] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:16.131] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:16.163] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:16.200] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:16.233] Finished benchmark
## INFO [12:13:16.322] Result of batch 87:
## INFO [12:13:16.324] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:16.324] 56 0.3495873 24 0.5 2fe50c1f-0c45-4ab0-9009-3e3977b959d8
## INFO [12:13:16.328] Evaluating 1 configuration(s)
## INFO [12:13:16.342] Benchmark with 10 resampling iterations
## INFO [12:13:16.350] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:16.368] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:16.397] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:16.419] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:16.453] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:16.488] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:16.508] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:16.528] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:16.547] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:16.568] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:16.588] Finished benchmark
## INFO [12:13:16.696] Result of batch 88:
## INFO [12:13:16.698] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:16.698] 2 0.1393686 23 0.5 20065b50-f1e3-4d6d-828f-0ffbc1a81651
## INFO [12:13:16.703] Evaluating 1 configuration(s)
## INFO [12:13:16.718] Benchmark with 10 resampling iterations
## INFO [12:13:16.726] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:16.745] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:16.766] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:16.787] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:16.809] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:16.838] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:16.861] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:16.952] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:16.996] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:17.025] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:17.071] Finished benchmark
## INFO [12:13:17.167] Result of batch 89:
## INFO [12:13:17.170] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:17.170] 106 0.04530894 25 0.6919067 57ef38de-9f18-454a-b45d-db8a51bc9ad9
## INFO [12:13:17.179] Evaluating 1 configuration(s)
## INFO [12:13:17.207] Benchmark with 10 resampling iterations
## INFO [12:13:17.224] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:17.267] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:17.301] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:17.334] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:17.358] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:17.378] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:17.400] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:17.420] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:17.441] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:17.465] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:17.486] Finished benchmark
## INFO [12:13:17.555] Result of batch 90:
## INFO [12:13:17.557] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:17.557] 49 0.4668609 8 0.5 7160416f-a6d7-4cda-9350-64070b452b36
## INFO [12:13:17.561] Evaluating 1 configuration(s)
## INFO [12:13:17.588] Benchmark with 10 resampling iterations
## INFO [12:13:17.599] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:17.622] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:17.643] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:17.661] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:17.685] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:17.707] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:17.730] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:17.751] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:17.772] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:17.792] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:17.828] Finished benchmark
## INFO [12:13:17.894] Result of batch 91:
## INFO [12:13:17.896] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:17.896] 136 0.002631207 13 0.719497 3e288635-af40-470c-a08a-e722fdff5066
## INFO [12:13:17.900] Evaluating 1 configuration(s)
## INFO [12:13:17.917] Benchmark with 10 resampling iterations
## INFO [12:13:17.925] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:17.944] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:17.967] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:17.990] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:18.008] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:18.026] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:18.053] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:18.080] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:18.105] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:18.125] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:18.148] Finished benchmark
## INFO [12:13:18.210] Result of batch 92:
## INFO [12:13:18.211] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:18.211] 89 0.7471599 17 0.5 4d3809de-e93c-4a66-ac46-57b74a3a2a20
## INFO [12:13:18.217] Evaluating 1 configuration(s)
## INFO [12:13:18.231] Benchmark with 10 resampling iterations
## INFO [12:13:18.238] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:18.256] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:18.287] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:18.320] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:18.337] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:18.359] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:18.389] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:18.416] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:18.436] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:18.456] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:18.476] Finished benchmark
## INFO [12:13:18.557] Result of batch 93:
## INFO [12:13:18.559] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:18.559] 61 0.8618119 6 0.5 2d5a61d4-2a18-4a9d-895c-f65e1490b89f
## INFO [12:13:18.564] Evaluating 1 configuration(s)
## INFO [12:13:18.581] Benchmark with 10 resampling iterations
## INFO [12:13:18.588] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:18.610] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:18.628] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:18.649] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:18.672] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:18.697] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:18.718] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:18.742] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:18.784] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:18.854] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:18.912] Finished benchmark
## INFO [12:13:19.000] Result of batch 94:
## INFO [12:13:19.002] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:19.002] 143 0.3559778 6 0.5 f93501dd-bfcd-4933-b6d2-585a75f054a8
## INFO [12:13:19.006] Evaluating 1 configuration(s)
## INFO [12:13:19.020] Benchmark with 10 resampling iterations
## INFO [12:13:19.028] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:19.050] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:19.078] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:19.107] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:19.144] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:19.171] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:19.191] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:19.209] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:19.227] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:19.245] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:19.267] Finished benchmark
## INFO [12:13:19.333] Result of batch 95:
## INFO [12:13:19.335] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:19.335] 129 0.9292641 20 0.5 620c03d1-bfd0-4cdb-bf43-12b31e147bc3
## INFO [12:13:19.342] Evaluating 1 configuration(s)
## INFO [12:13:19.355] Benchmark with 10 resampling iterations
## INFO [12:13:19.371] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:19.396] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:19.438] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:19.475] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:19.500] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:19.533] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:19.565] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:19.591] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:19.628] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:19.651] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:19.680] Finished benchmark
## INFO [12:13:19.792] Result of batch 96:
## INFO [12:13:19.794] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:19.794] 30 0.3130531 3 0.5 5c2e177b-3743-4cbe-b9db-7ddefb20c205
## INFO [12:13:19.798] Evaluating 1 configuration(s)
## INFO [12:13:19.811] Benchmark with 10 resampling iterations
## INFO [12:13:19.818] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:19.836] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:19.863] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:19.913] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:19.946] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:19.966] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:19.997] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:20.024] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:20.042] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:20.059] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:20.078] Finished benchmark
## INFO [12:13:20.202] Result of batch 97:
## INFO [12:13:20.206] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:20.206] 64 0.9362972 7 0.5 94c8772a-2eaf-47f6-b9d7-48ec6992a96c
## INFO [12:13:20.217] Evaluating 1 configuration(s)
## INFO [12:13:20.249] Benchmark with 10 resampling iterations
## INFO [12:13:20.265] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:20.282] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:20.318] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:20.336] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:20.354] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:20.372] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:20.398] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:20.417] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:20.451] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:20.481] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:20.500] Finished benchmark
## INFO [12:13:20.588] Result of batch 98:
## INFO [12:13:20.590] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:20.590] 140 0.4676714 25 0.5 52565171-4cdb-476c-b6e5-a9af3eefa88b
## INFO [12:13:20.594] Evaluating 1 configuration(s)
## INFO [12:13:20.610] Benchmark with 10 resampling iterations
## INFO [12:13:20.618] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:20.637] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:20.657] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:20.679] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:20.699] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:20.721] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:20.741] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:20.773] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:20.796] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:20.815] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:20.839] Finished benchmark
## INFO [12:13:20.911] Result of batch 99:
## INFO [12:13:20.912] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:20.912] 122 0.2596535 21 0.5 bcfa1892-5a56-4ef6-923f-b4bc7abeb217
## INFO [12:13:20.916] Evaluating 1 configuration(s)
## INFO [12:13:20.932] Benchmark with 10 resampling iterations
## INFO [12:13:20.939] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:20.959] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:20.991] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:21.017] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:21.036] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:21.057] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:21.078] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:21.097] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:21.131] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:21.155] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:21.176] Finished benchmark
## INFO [12:13:21.263] Result of batch 100:
## INFO [12:13:21.267] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:21.267] 80 0.005056872 28 0.7250577 c7dd423b-c075-449a-b07d-cf18029faf6b
## INFO [12:13:21.290] Finished optimizing after 100 evaluation(s)
## INFO [12:13:21.292] Result:
## INFO [12:13:21.294] minsplit cp maxdepth learner_param_vals x_domain classif.auc
## INFO [12:13:21.294] 80 0.005056872 28 <list[4]> <list[3]> 0.7250577
## INFO [12:13:21.360] Applying learner 'chimerge.classif.log_reg' on task 'credit' (iter 1/10)
## [INFO] creating woe binning ...
## [INFO] converting into woe values ...
## [INFO] converting into woe values ...
## INFO [12:13:26.139] Applying learner 'classif.log_reg' on task 'credit' (iter 9/10)
## INFO [12:13:26.171] Applying learner 'classif.log_reg' on task 'credit' (iter 1/10)
## INFO [12:13:26.214] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:26.238] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:26.258] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:26.278] Applying learner 'chimerge.classif.log_reg' on task 'credit' (iter 5/10)
## [INFO] creating woe binning ...
## [INFO] converting into woe values ...
## [INFO] converting into woe values ...
## INFO [12:13:30.805] Applying learner 'chimerge.classif.log_reg' on task 'credit' (iter 2/10)
## [INFO] creating woe binning ...
## [INFO] converting into woe values ...
## [INFO] converting into woe values ...
## INFO [12:13:35.307] Applying learner 'chimerge.classif.log_reg' on task 'credit' (iter 9/10)
## [INFO] creating woe binning ...
## [INFO] converting into woe values ...
## [INFO] converting into woe values ...
## INFO [12:13:39.643] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:39.666] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:39.688] Applying learner 'classif.log_reg' on task 'credit' (iter 5/10)
## INFO [12:13:39.718] Applying learner 'chimerge.classif.log_reg' on task 'credit' (iter 6/10)
## [INFO] creating woe binning ...
## [INFO] converting into woe values ...
## [INFO] converting into woe values ...
## INFO [12:13:44.048] Applying learner 'classif.rpart.tuned' on task 'credit' (iter 5/10)
## INFO [12:13:44.065] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals>'
## INFO [12:13:44.081] Evaluating 1 configuration(s)
## INFO [12:13:44.110] Benchmark with 10 resampling iterations
## INFO [12:13:44.125] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:44.158] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:44.179] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:44.198] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:44.218] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:44.238] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:44.256] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:44.274] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:44.293] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:44.313] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:44.333] Finished benchmark
## INFO [12:13:44.395] Result of batch 1:
## INFO [12:13:44.396] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:44.396] 45 0.9126914 15 0.5 894e9671-1b6a-4a6d-92d0-e33873fbe5da
## INFO [12:13:44.400] Evaluating 1 configuration(s)
## INFO [12:13:44.413] Benchmark with 10 resampling iterations
## INFO [12:13:44.420] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:44.439] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:44.461] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:44.481] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:44.499] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:44.519] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:44.541] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:44.558] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:44.576] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:44.595] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:44.619] Finished benchmark
## INFO [12:13:44.678] Result of batch 2:
## INFO [12:13:44.679] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:44.679] 148 0.8668385 4 0.5 10616f03-9d46-475a-ba76-d46f537b2ab4
## INFO [12:13:44.684] Evaluating 1 configuration(s)
## INFO [12:13:44.711] Benchmark with 10 resampling iterations
## INFO [12:13:44.718] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:44.737] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:44.759] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:44.779] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:44.797] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:44.817] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:44.840] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:44.859] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:44.877] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:44.898] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:44.919] Finished benchmark
## INFO [12:13:44.973] Result of batch 3:
## INFO [12:13:44.975] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:44.975] 109 0.9450292 30 0.5 2193ceb6-71e5-4e2a-a3d2-5f8c2ac0c0b2
## INFO [12:13:44.979] Evaluating 1 configuration(s)
## INFO [12:13:45.000] Benchmark with 10 resampling iterations
## INFO [12:13:45.007] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:45.024] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:45.042] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:45.084] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:45.101] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:45.119] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:45.142] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:45.173] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:45.204] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:45.225] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:45.245] Finished benchmark
## INFO [12:13:45.302] Result of batch 4:
## INFO [12:13:45.304] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:45.304] 130 0.6477834 25 0.5 b88c6cc7-b250-424c-8d54-5d1521f75cad
## INFO [12:13:45.307] Evaluating 1 configuration(s)
## INFO [12:13:45.321] Benchmark with 10 resampling iterations
## INFO [12:13:45.327] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:45.345] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:45.364] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:45.382] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:45.400] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:45.417] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:45.444] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:45.462] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:45.504] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:45.525] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:45.546] Finished benchmark
## INFO [12:13:45.617] Result of batch 5:
## INFO [12:13:45.618] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:45.618] 40 0.5361121 22 0.5 b73448e8-4c2d-40f6-9de6-ee10456ae669
## INFO [12:13:45.623] Evaluating 1 configuration(s)
## INFO [12:13:45.649] Benchmark with 10 resampling iterations
## INFO [12:13:45.659] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:45.685] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:45.712] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:45.735] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:45.762] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:45.798] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:45.819] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:45.837] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:45.863] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:45.885] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:45.920] Finished benchmark
## INFO [12:13:45.974] Result of batch 6:
## INFO [12:13:45.976] minsplit cp maxdepth classif.auc
## INFO [12:13:45.976] 134 0.0005314336 2 0.7093436
## INFO [12:13:45.976] uhash
## INFO [12:13:45.976] 7e1591c7-cb54-4ebc-8f0d-4f5e89b02231
## INFO [12:13:45.980] Evaluating 1 configuration(s)
## INFO [12:13:45.993] Benchmark with 10 resampling iterations
## INFO [12:13:45.999] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:46.020] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:46.042] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:46.062] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:46.082] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:46.112] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:46.141] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:46.164] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:46.187] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:46.223] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:46.245] Finished benchmark
## INFO [12:13:46.308] Result of batch 7:
## INFO [12:13:46.310] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:46.310] 32 0.0268256 9 0.7301861 91829bd1-e96f-4ef4-83e4-26a2fede8248
## INFO [12:13:46.313] Evaluating 1 configuration(s)
## INFO [12:13:46.327] Benchmark with 10 resampling iterations
## INFO [12:13:46.335] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:46.353] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:46.371] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:46.389] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:46.407] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:46.434] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:46.480] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:46.533] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:46.579] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:46.611] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:46.636] Finished benchmark
## INFO [12:13:46.706] Result of batch 8:
## INFO [12:13:46.708] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:46.708] 62 0.1117567 19 0.5 b87f7395-ccf8-451e-bcf7-f4c9f4d3bac6
## INFO [12:13:46.713] Evaluating 1 configuration(s)
## INFO [12:13:46.728] Benchmark with 10 resampling iterations
## INFO [12:13:46.735] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:46.754] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:46.776] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:46.798] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:46.818] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:46.837] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:46.860] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:46.882] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:46.904] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:46.929] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:46.953] Finished benchmark
## INFO [12:13:47.029] Result of batch 9:
## INFO [12:13:47.031] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:47.031] 89 0.03769362 3 0.7215148 299eb4f5-d32d-412d-9eb6-9741f6a4a8ee
## INFO [12:13:47.037] Evaluating 1 configuration(s)
## INFO [12:13:47.052] Benchmark with 10 resampling iterations
## INFO [12:13:47.058] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:47.090] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:47.109] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:47.131] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:47.150] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:47.171] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:47.190] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:47.209] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:47.228] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:47.248] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:47.269] Finished benchmark
## INFO [12:13:47.326] Result of batch 10:
## INFO [12:13:47.327] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:47.327] 91 0.3409326 9 0.5 840654c9-d449-4968-a332-7fc1f3ebefc1
## INFO [12:13:47.331] Evaluating 1 configuration(s)
## INFO [12:13:47.345] Benchmark with 10 resampling iterations
## INFO [12:13:47.351] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:47.371] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:47.393] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:47.422] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:47.440] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:47.460] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:47.480] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:47.501] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:47.519] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:47.541] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:47.560] Finished benchmark
## INFO [12:13:47.620] Result of batch 11:
## INFO [12:13:47.621] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:47.621] 37 0.3747845 23 0.5 a1d3d071-dd9d-4441-bb49-ab42017085b3
## INFO [12:13:47.625] Evaluating 1 configuration(s)
## INFO [12:13:47.641] Benchmark with 10 resampling iterations
## INFO [12:13:47.648] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:47.665] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:47.689] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:47.710] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:47.731] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:47.762] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:47.783] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:47.805] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:47.823] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:47.844] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:47.863] Finished benchmark
## INFO [12:13:47.924] Result of batch 12:
## INFO [12:13:47.926] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:47.926] 22 0.3464422 20 0.5 076f169a-1c3a-4a01-9bd6-e28f3bf2a61f
## INFO [12:13:47.931] Evaluating 1 configuration(s)
## INFO [12:13:47.944] Benchmark with 10 resampling iterations
## INFO [12:13:47.951] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:47.971] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:47.991] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:48.010] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:48.029] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:48.051] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:48.073] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:48.101] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:48.119] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:48.158] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:48.177] Finished benchmark
## INFO [12:13:48.232] Result of batch 13:
## INFO [12:13:48.234] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:48.234] 5 0.6343522 1 0.5 6231defb-4637-4b48-88d8-0b8efca24dac
## INFO [12:13:48.238] Evaluating 1 configuration(s)
## INFO [12:13:48.251] Benchmark with 10 resampling iterations
## INFO [12:13:48.258] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:48.277] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:48.296] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:48.314] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:48.331] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:48.349] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:48.369] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:48.387] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:48.405] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:48.439] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:48.463] Finished benchmark
## INFO [12:13:48.545] Result of batch 14:
## INFO [12:13:48.546] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:48.546] 125 0.745897 27 0.5 e98db61a-20a0-4969-a3e4-ce519f513e6f
## INFO [12:13:48.551] Evaluating 1 configuration(s)
## INFO [12:13:48.565] Benchmark with 10 resampling iterations
## INFO [12:13:48.576] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:48.602] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:48.625] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:48.647] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:48.669] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:48.689] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:48.706] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:48.734] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:48.758] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:48.778] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:48.798] Finished benchmark
## INFO [12:13:48.863] Result of batch 15:
## INFO [12:13:48.864] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:48.864] 10 0.4458881 8 0.5 4564985b-41dd-413d-b6dd-8d265785bd6b
## INFO [12:13:48.868] Evaluating 1 configuration(s)
## INFO [12:13:48.883] Benchmark with 10 resampling iterations
## INFO [12:13:48.890] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:48.908] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:48.926] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:48.944] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:48.967] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:48.986] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:49.005] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:49.025] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:49.046] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:49.066] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:49.086] Finished benchmark
## INFO [12:13:49.158] Result of batch 16:
## INFO [12:13:49.160] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:49.160] 58 0.5967727 9 0.5 79a798e1-9c79-4503-8e07-26505354f8f3
## INFO [12:13:49.163] Evaluating 1 configuration(s)
## INFO [12:13:49.183] Benchmark with 10 resampling iterations
## INFO [12:13:49.199] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:49.226] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:49.243] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:49.263] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:49.293] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:49.312] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:49.351] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:49.395] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:49.437] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:49.478] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:49.519] Finished benchmark
## INFO [12:13:49.607] Result of batch 17:
## INFO [12:13:49.608] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:49.608] 115 0.1949419 30 0.5 ea62ae4e-304a-4c55-ae0e-6e0376f42791
## INFO [12:13:49.612] Evaluating 1 configuration(s)
## INFO [12:13:49.646] Benchmark with 10 resampling iterations
## INFO [12:13:49.656] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:49.675] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:49.692] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:49.728] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:49.748] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:49.770] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:49.815] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:49.833] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:49.852] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:49.872] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:49.891] Finished benchmark
## INFO [12:13:49.949] Result of batch 18:
## INFO [12:13:49.950] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:49.950] 21 0.2261939 23 0.5 67808c44-9999-464d-ac64-ad8362a2570a
## INFO [12:13:49.954] Evaluating 1 configuration(s)
## INFO [12:13:49.967] Benchmark with 10 resampling iterations
## INFO [12:13:49.974] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:50.002] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:50.021] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:50.040] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:50.064] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:50.118] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:50.172] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:50.219] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:50.271] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:50.316] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:50.341] Finished benchmark
## INFO [12:13:50.396] Result of batch 19:
## INFO [12:13:50.398] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:50.398] 136 0.1057727 25 0.5 850d785a-eb90-4b9b-aff6-c26406a6fcf5
## INFO [12:13:50.402] Evaluating 1 configuration(s)
## INFO [12:13:50.416] Benchmark with 10 resampling iterations
## INFO [12:13:50.422] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:50.440] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:50.484] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:50.525] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:50.553] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:50.571] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:50.588] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:50.609] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:50.628] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:50.646] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:50.682] Finished benchmark
## INFO [12:13:50.762] Result of batch 20:
## INFO [12:13:50.765] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:50.765] 132 0.2573962 12 0.5 f5a36fc7-079c-44cd-ab05-dbc16be5104a
## INFO [12:13:50.769] Evaluating 1 configuration(s)
## INFO [12:13:50.783] Benchmark with 10 resampling iterations
## INFO [12:13:50.790] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:50.808] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:50.826] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:50.850] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:50.879] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:50.897] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:50.916] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:50.934] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:50.951] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:50.968] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:50.994] Finished benchmark
## INFO [12:13:51.144] Result of batch 21:
## INFO [12:13:51.148] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:51.148] 53 0.9214113 21 0.5 827c6103-e637-46c9-9651-b874b7402ad4
## INFO [12:13:51.158] Evaluating 1 configuration(s)
## INFO [12:13:51.175] Benchmark with 10 resampling iterations
## INFO [12:13:51.182] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:51.202] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:51.221] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:51.256] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:51.276] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:51.296] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:51.322] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:51.338] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:51.358] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:51.376] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:51.395] Finished benchmark
## INFO [12:13:51.476] Result of batch 22:
## INFO [12:13:51.480] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:51.480] 127 0.8336366 3 0.5 772a662f-30d4-4fae-b39a-fe511ec96935
## INFO [12:13:51.489] Evaluating 1 configuration(s)
## INFO [12:13:51.508] Benchmark with 10 resampling iterations
## INFO [12:13:51.516] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:51.547] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:51.570] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:51.613] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:51.652] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:51.671] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:51.698] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:51.724] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:51.763] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:51.781] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:51.802] Finished benchmark
## INFO [12:13:51.865] Result of batch 23:
## INFO [12:13:51.869] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:51.869] 141 0.9383942 5 0.5 29f2ac45-1d47-4232-8138-57a09edda37d
## INFO [12:13:51.882] Evaluating 1 configuration(s)
## INFO [12:13:51.921] Benchmark with 10 resampling iterations
## INFO [12:13:51.939] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:51.966] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:51.992] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:52.010] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:52.040] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:52.061] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:52.080] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:52.100] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:52.133] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:52.152] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:52.172] Finished benchmark
## INFO [12:13:52.234] Result of batch 24:
## INFO [12:13:52.236] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:52.236] 38 0.8589035 13 0.5 b48033f4-319c-4ed8-a4d9-49b504c57fc9
## INFO [12:13:52.240] Evaluating 1 configuration(s)
## INFO [12:13:52.255] Benchmark with 10 resampling iterations
## INFO [12:13:52.264] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:52.285] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:52.303] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:52.321] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:52.342] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:52.361] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:52.379] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:52.399] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:52.421] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:52.449] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:52.469] Finished benchmark
## INFO [12:13:52.531] Result of batch 25:
## INFO [12:13:52.532] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:52.532] 148 0.8540588 1 0.5 33a10103-02cf-48df-af4b-4c5c271a96a8
## INFO [12:13:52.536] Evaluating 1 configuration(s)
## INFO [12:13:52.553] Benchmark with 10 resampling iterations
## INFO [12:13:52.561] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:52.579] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:52.597] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:52.615] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:52.636] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:52.655] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:52.676] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:52.694] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:52.718] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:52.781] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:52.810] Finished benchmark
## INFO [12:13:52.869] Result of batch 26:
## INFO [12:13:52.871] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:52.871] 11 0.2571287 7 0.5 c7abc675-a705-441f-b670-5e9a89a3b808
## INFO [12:13:52.875] Evaluating 1 configuration(s)
## INFO [12:13:52.888] Benchmark with 10 resampling iterations
## INFO [12:13:52.895] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:52.913] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:52.935] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:52.954] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:52.972] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:52.990] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:53.011] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:53.033] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:53.052] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:53.071] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:53.095] Finished benchmark
## INFO [12:13:53.175] Result of batch 27:
## INFO [12:13:53.177] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:53.177] 7 0.3372582 8 0.5 f499969d-ac2b-4738-bd80-fce0ccf8ca37
## INFO [12:13:53.181] Evaluating 1 configuration(s)
## INFO [12:13:53.195] Benchmark with 10 resampling iterations
## INFO [12:13:53.201] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:53.219] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:53.239] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:53.261] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:53.280] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:53.300] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:53.320] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:53.338] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:53.357] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:53.375] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:53.398] Finished benchmark
## INFO [12:13:53.454] Result of batch 28:
## INFO [12:13:53.456] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:53.456] 111 0.1269416 19 0.5 f6c42f0f-524b-4cac-bc40-400a70d2da64
## INFO [12:13:53.468] Evaluating 1 configuration(s)
## INFO [12:13:53.491] Benchmark with 10 resampling iterations
## INFO [12:13:53.499] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:53.517] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:53.538] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:53.556] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:53.574] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:53.593] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:53.616] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:53.635] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:53.654] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:53.680] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:53.700] Finished benchmark
## INFO [12:13:53.758] Result of batch 29:
## INFO [12:13:53.759] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:53.759] 94 0.395298 13 0.5 5a2813c1-1de0-4ccf-8910-5a9d60753ec0
## INFO [12:13:53.764] Evaluating 1 configuration(s)
## INFO [12:13:53.783] Benchmark with 10 resampling iterations
## INFO [12:13:53.790] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:53.819] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:53.852] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:53.876] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:53.897] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:53.918] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:53.936] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:53.954] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:53.973] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:53.996] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:54.018] Finished benchmark
## INFO [12:13:54.076] Result of batch 30:
## INFO [12:13:54.078] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:54.078] 138 0.2235432 11 0.5 4055bda4-a848-4321-968a-32027e46b660
## INFO [12:13:54.081] Evaluating 1 configuration(s)
## INFO [12:13:54.094] Benchmark with 10 resampling iterations
## INFO [12:13:54.101] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:54.118] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:54.158] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:54.176] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:54.213] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:54.233] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:54.252] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:54.270] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:54.289] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:54.308] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:54.349] Finished benchmark
## INFO [12:13:54.429] Result of batch 31:
## INFO [12:13:54.430] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:54.430] 86 0.2698596 27 0.5 1f6940d5-5a8f-4cf3-bfe8-0a3435dccc4d
## INFO [12:13:54.434] Evaluating 1 configuration(s)
## INFO [12:13:54.452] Benchmark with 10 resampling iterations
## INFO [12:13:54.459] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:54.485] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:54.509] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:54.529] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:54.560] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:54.580] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:54.615] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:54.636] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:54.659] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:54.678] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:54.705] Finished benchmark
## INFO [12:13:54.769] Result of batch 32:
## INFO [12:13:54.771] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:54.771] 122 0.2910458 27 0.5 f2498acf-1132-4ea2-a13e-09cd7b235def
## INFO [12:13:54.775] Evaluating 1 configuration(s)
## INFO [12:13:54.788] Benchmark with 10 resampling iterations
## INFO [12:13:54.802] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:54.825] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:54.843] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:54.866] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:54.896] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:54.939] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:54.977] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:55.005] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:55.039] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:55.060] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:55.084] Finished benchmark
## INFO [12:13:55.152] Result of batch 33:
## INFO [12:13:55.154] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:55.154] 78 0.9676257 28 0.5 8ab39f2b-27b1-4620-9aea-37ecd8705b9d
## INFO [12:13:55.158] Evaluating 1 configuration(s)
## INFO [12:13:55.172] Benchmark with 10 resampling iterations
## INFO [12:13:55.179] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:55.201] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:55.220] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:55.237] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:55.257] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:55.277] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:55.294] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:55.314] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:55.334] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:55.363] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:55.389] Finished benchmark
## INFO [12:13:55.449] Result of batch 34:
## INFO [12:13:55.450] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:55.450] 143 0.8378328 27 0.5 92f245c7-1475-490e-ad58-615c2387cc9a
## INFO [12:13:55.454] Evaluating 1 configuration(s)
## INFO [12:13:55.469] Benchmark with 10 resampling iterations
## INFO [12:13:55.477] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:55.499] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:55.520] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:55.539] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:55.559] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:55.578] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:55.596] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:55.613] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:55.633] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:55.654] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:55.678] Finished benchmark
## INFO [12:13:55.759] Result of batch 35:
## INFO [12:13:55.760] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:55.760] 66 0.2904713 8 0.5 44318773-6fa6-4966-9da1-f2390e8a3fbc
## INFO [12:13:55.764] Evaluating 1 configuration(s)
## INFO [12:13:55.780] Benchmark with 10 resampling iterations
## INFO [12:13:55.787] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:55.806] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:55.825] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:55.844] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:55.867] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:55.886] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:55.905] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:55.924] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:55.946] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:55.965] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:55.984] Finished benchmark
## INFO [12:13:56.064] Result of batch 36:
## INFO [12:13:56.066] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:56.066] 142 0.7155242 3 0.5 75bc0057-ee1b-4be8-87fb-ee8ef5233bf5
## INFO [12:13:56.070] Evaluating 1 configuration(s)
## INFO [12:13:56.088] Benchmark with 10 resampling iterations
## INFO [12:13:56.096] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:56.118] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:56.139] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:56.161] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:56.197] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:56.219] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:56.239] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:56.259] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:56.277] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:56.296] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:56.317] Finished benchmark
## INFO [12:13:56.393] Result of batch 37:
## INFO [12:13:56.395] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:56.395] 64 0.215433 11 0.5 fe1f0517-2a2f-4c27-8214-2bf6daddb85c
## INFO [12:13:56.407] Evaluating 1 configuration(s)
## INFO [12:13:56.441] Benchmark with 10 resampling iterations
## INFO [12:13:56.455] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:56.484] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:56.502] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:56.520] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:56.546] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:56.564] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:56.583] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:56.603] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:56.628] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:56.646] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:56.667] Finished benchmark
## INFO [12:13:56.730] Result of batch 38:
## INFO [12:13:56.732] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:56.732] 147 0.7703339 12 0.5 5fa49ae2-9190-4525-b607-a96922f7917a
## INFO [12:13:56.735] Evaluating 1 configuration(s)
## INFO [12:13:56.750] Benchmark with 10 resampling iterations
## INFO [12:13:56.767] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:56.793] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:56.812] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:56.832] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:56.852] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:56.870] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:56.889] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:56.910] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:56.931] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:56.949] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:56.969] Finished benchmark
## INFO [12:13:57.027] Result of batch 39:
## INFO [12:13:57.028] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:57.028] 124 0.772604 26 0.5 c96026b6-6ee2-430c-883b-8cc8088b8719
## INFO [12:13:57.032] Evaluating 1 configuration(s)
## INFO [12:13:57.045] Benchmark with 10 resampling iterations
## INFO [12:13:57.052] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:57.073] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:57.108] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:57.129] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:57.149] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:57.168] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:57.186] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:57.208] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:57.227] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:57.245] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:57.264] Finished benchmark
## INFO [12:13:57.328] Result of batch 40:
## INFO [12:13:57.330] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:57.330] 103 0.6043312 4 0.5 f156580a-3e88-4b09-926e-f1c86228cd89
## INFO [12:13:57.334] Evaluating 1 configuration(s)
## INFO [12:13:57.346] Benchmark with 10 resampling iterations
## INFO [12:13:57.355] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:57.374] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:57.393] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:57.424] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:57.449] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:57.466] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:57.484] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:57.504] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:57.525] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:57.545] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:57.565] Finished benchmark
## INFO [12:13:57.626] Result of batch 41:
## INFO [12:13:57.628] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:57.628] 106 0.4133229 14 0.5 1ac926dd-b221-4459-a21d-27951d8fb1fd
## INFO [12:13:57.631] Evaluating 1 configuration(s)
## INFO [12:13:57.645] Benchmark with 10 resampling iterations
## INFO [12:13:57.652] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:57.675] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:57.693] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:57.712] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:57.979] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:57.995] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:58.012] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:58.031] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:58.049] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:58.068] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:58.085] Finished benchmark
## INFO [12:13:58.172] Result of batch 42:
## INFO [12:13:58.175] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:58.175] 13 0.5346746 4 0.5 eb7b89ad-a530-4ae1-b8f2-46fca5ce5572
## INFO [12:13:58.185] Evaluating 1 configuration(s)
## INFO [12:13:58.208] Benchmark with 10 resampling iterations
## INFO [12:13:58.216] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:58.238] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:58.260] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:58.279] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:58.298] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:58.317] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:58.348] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:58.368] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:58.386] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:58.405] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:58.429] Finished benchmark
## INFO [12:13:58.491] Result of batch 43:
## INFO [12:13:58.493] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:58.493] 31 0.06262262 24 0.5640456 51ba24d0-7c4f-4257-b378-2b3c05dde4ae
## INFO [12:13:58.498] Evaluating 1 configuration(s)
## INFO [12:13:58.511] Benchmark with 10 resampling iterations
## INFO [12:13:58.518] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:58.536] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:58.555] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:58.574] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:58.592] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:58.613] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:58.633] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:58.656] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:58.684] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:58.703] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:58.724] Finished benchmark
## INFO [12:13:58.784] Result of batch 44:
## INFO [12:13:58.785] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:58.785] 17 0.963494 4 0.5 80681998-6167-43f7-9fd0-c8880860c1c5
## INFO [12:13:58.789] Evaluating 1 configuration(s)
## INFO [12:13:58.803] Benchmark with 10 resampling iterations
## INFO [12:13:58.809] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:58.827] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:58.845] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:58.866] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:58.885] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:58.906] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:58.927] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:58.949] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:58.968] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:58.986] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:59.017] Finished benchmark
## INFO [12:13:59.073] Result of batch 45:
## INFO [12:13:59.074] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:59.074] 9 0.1566566 28 0.5 27307a2c-8d15-491e-967f-165cab427310
## INFO [12:13:59.078] Evaluating 1 configuration(s)
## INFO [12:13:59.094] Benchmark with 10 resampling iterations
## INFO [12:13:59.100] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:59.118] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:59.137] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:59.156] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:59.176] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:59.193] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:59.211] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:59.232] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:59.250] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:59.270] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:59.290] Finished benchmark
## INFO [12:13:59.358] Result of batch 46:
## INFO [12:13:59.359] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:59.359] 82 0.2882102 15 0.5 9e322e6f-b829-4e77-99d5-b798e1e221b7
## INFO [12:13:59.363] Evaluating 1 configuration(s)
## INFO [12:13:59.378] Benchmark with 10 resampling iterations
## INFO [12:13:59.386] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:59.405] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:59.425] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:59.445] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:59.466] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:59.485] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:59.503] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:59.523] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:59.545] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:59.563] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:59.583] Finished benchmark
## INFO [12:13:59.655] Result of batch 47:
## INFO [12:13:59.656] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:59.656] 53 0.8260945 11 0.5 ee192a94-2bbb-44a1-835d-50aa24c584e1
## INFO [12:13:59.659] Evaluating 1 configuration(s)
## INFO [12:13:59.672] Benchmark with 10 resampling iterations
## INFO [12:13:59.682] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:13:59.700] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:13:59.720] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:59.738] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:13:59.760] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:13:59.780] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:13:59.798] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:13:59.816] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:13:59.835] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:13:59.855] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:13:59.874] Finished benchmark
## INFO [12:13:59.936] Result of batch 48:
## INFO [12:13:59.937] minsplit cp maxdepth classif.auc uhash
## INFO [12:13:59.937] 90 0.2841656 26 0.5 0de6e5a1-bdc1-421e-bcae-14ed1705feae
## INFO [12:13:59.941] Evaluating 1 configuration(s)
## INFO [12:13:59.961] Benchmark with 10 resampling iterations
## INFO [12:13:59.969] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:13:59.991] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:00.009] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:00.032] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:00.051] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:00.070] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:00.090] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:00.108] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:00.128] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:00.163] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:00.210] Finished benchmark
## INFO [12:14:00.302] Result of batch 49:
## INFO [12:14:00.304] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:00.304] 69 0.4745906 10 0.5 5435278d-9212-4a5e-977f-e86534adb9f5
## INFO [12:14:00.308] Evaluating 1 configuration(s)
## INFO [12:14:00.322] Benchmark with 10 resampling iterations
## INFO [12:14:00.329] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:00.355] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:00.375] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:00.392] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:00.409] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:00.426] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:00.463] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:00.505] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:00.524] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:00.542] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:00.561] Finished benchmark
## INFO [12:14:00.624] Result of batch 50:
## INFO [12:14:00.626] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:00.626] 45 0.2347939 19 0.5 30c3fb5c-bcab-4e97-9a66-efa97b710c2b
## INFO [12:14:00.629] Evaluating 1 configuration(s)
## INFO [12:14:00.644] Benchmark with 10 resampling iterations
## INFO [12:14:00.651] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:00.679] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:00.727] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:00.748] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:00.766] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:00.793] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:00.818] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:00.840] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:00.860] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:00.880] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:00.905] Finished benchmark
## INFO [12:14:00.985] Result of batch 51:
## INFO [12:14:00.987] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:00.987] 24 0.5033806 18 0.5 a1557cd9-81db-4496-96e9-a12fc0414624
## INFO [12:14:00.991] Evaluating 1 configuration(s)
## INFO [12:14:01.006] Benchmark with 10 resampling iterations
## INFO [12:14:01.014] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:01.035] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:01.054] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:01.072] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:01.103] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:01.124] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:01.142] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:01.160] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:01.178] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:01.199] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:01.218] Finished benchmark
## INFO [12:14:01.281] Result of batch 52:
## INFO [12:14:01.285] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:01.285] 32 0.5718643 29 0.5 22de5aca-2dfa-47ac-9e2d-fa65b5069810
## INFO [12:14:01.295] Evaluating 1 configuration(s)
## INFO [12:14:01.325] Benchmark with 10 resampling iterations
## INFO [12:14:01.339] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:01.372] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:01.415] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:01.456] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:01.494] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:01.512] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:01.541] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:01.562] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:01.581] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:01.613] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:01.656] Finished benchmark
## INFO [12:14:01.782] Result of batch 53:
## INFO [12:14:01.784] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:01.784] 134 0.2672968 22 0.5 4efe8c99-8f0a-447c-ae2b-3eac0ded36a0
## INFO [12:14:01.791] Evaluating 1 configuration(s)
## INFO [12:14:01.805] Benchmark with 10 resampling iterations
## INFO [12:14:01.812] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:01.830] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:01.849] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:01.869] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:01.912] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:01.967] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:01.988] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:02.020] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:02.040] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:02.059] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:02.087] Finished benchmark
## INFO [12:14:02.176] Result of batch 54:
## INFO [12:14:02.177] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:02.177] 99 0.001231136 3 0.7171626 d09650c7-453e-486e-8769-e766650d0915
## INFO [12:14:02.181] Evaluating 1 configuration(s)
## INFO [12:14:02.194] Benchmark with 10 resampling iterations
## INFO [12:14:02.203] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:02.221] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:02.241] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:02.259] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:02.276] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:02.306] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:02.324] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:02.342] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:02.359] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:02.390] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:02.408] Finished benchmark
## INFO [12:14:02.497] Result of batch 55:
## INFO [12:14:02.501] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:02.501] 74 0.7475373 28 0.5 41ceca87-4dfa-43b9-b889-bc28138f4443
## INFO [12:14:02.507] Evaluating 1 configuration(s)
## INFO [12:14:02.521] Benchmark with 10 resampling iterations
## INFO [12:14:02.529] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:02.548] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:02.566] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:02.584] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:02.602] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:02.625] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:02.667] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:02.697] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:02.715] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:02.733] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:02.765] Finished benchmark
## INFO [12:14:02.826] Result of batch 56:
## INFO [12:14:02.830] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:02.830] 29 0.6410918 10 0.5 fa5300af-5fd9-4869-ba79-7fa24e1b88ab
## INFO [12:14:02.841] Evaluating 1 configuration(s)
## INFO [12:14:02.867] Benchmark with 10 resampling iterations
## INFO [12:14:02.874] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:02.891] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:02.909] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:02.930] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:02.949] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:02.968] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:02.988] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:03.006] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:03.024] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:03.041] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:03.062] Finished benchmark
## INFO [12:14:03.130] Result of batch 57:
## INFO [12:14:03.131] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:03.131] 142 0.3562019 6 0.5 c51ba2ca-0776-459f-8506-97c37a296696
## INFO [12:14:03.136] Evaluating 1 configuration(s)
## INFO [12:14:03.149] Benchmark with 10 resampling iterations
## INFO [12:14:03.158] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:03.180] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:03.199] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:03.219] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:03.238] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:03.257] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:03.275] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:03.310] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:03.350] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:03.399] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:03.453] Finished benchmark
## INFO [12:14:03.535] Result of batch 58:
## INFO [12:14:03.537] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:03.537] 149 0.4740244 17 0.5 c0aba039-3f78-4a90-ac7a-0f03fe2c7c3b
## INFO [12:14:03.541] Evaluating 1 configuration(s)
## INFO [12:14:03.556] Benchmark with 10 resampling iterations
## INFO [12:14:03.572] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:03.592] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:03.611] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:03.629] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:03.646] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:03.677] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:03.695] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:03.713] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:03.732] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:03.751] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:03.770] Finished benchmark
## INFO [12:14:03.846] Result of batch 59:
## INFO [12:14:03.848] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:03.848] 69 0.4239609 13 0.5 17ac5553-922d-43e1-8f34-1648653f5b7e
## INFO [12:14:03.852] Evaluating 1 configuration(s)
## INFO [12:14:03.865] Benchmark with 10 resampling iterations
## INFO [12:14:03.871] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:03.891] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:03.909] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:03.935] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:03.959] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:03.977] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:03.996] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:04.023] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:04.043] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:04.061] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:04.079] Finished benchmark
## INFO [12:14:04.152] Result of batch 60:
## INFO [12:14:04.153] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:04.153] 139 0.5173985 10 0.5 0dca67ec-2a51-4113-81f0-95304ff4d0c8
## INFO [12:14:04.157] Evaluating 1 configuration(s)
## INFO [12:14:04.181] Benchmark with 10 resampling iterations
## INFO [12:14:04.196] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:04.223] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:04.240] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:04.266] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:04.286] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:04.308] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:04.328] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:04.350] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:04.369] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:04.387] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:04.407] Finished benchmark
## INFO [12:14:04.468] Result of batch 61:
## INFO [12:14:04.470] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:04.470] 103 0.08764362 13 0.5 e4b306c8-825a-4890-8bce-a7a719467b88
## INFO [12:14:04.473] Evaluating 1 configuration(s)
## INFO [12:14:04.490] Benchmark with 10 resampling iterations
## INFO [12:14:04.506] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:04.526] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:04.547] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:04.566] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:04.585] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:04.604] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:04.622] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:04.646] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:04.666] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:04.690] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:04.715] Finished benchmark
## INFO [12:14:04.783] Result of batch 62:
## INFO [12:14:04.785] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:04.785] 56 0.3656832 19 0.5 392beb07-67e9-4803-a101-cc399531fa14
## INFO [12:14:04.790] Evaluating 1 configuration(s)
## INFO [12:14:04.803] Benchmark with 10 resampling iterations
## INFO [12:14:04.810] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:04.839] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:04.859] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:04.879] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:04.896] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:04.915] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:04.935] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:04.955] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:04.973] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:04.992] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:05.015] Finished benchmark
## INFO [12:14:05.075] Result of batch 63:
## INFO [12:14:05.076] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:05.076] 6 0.9128199 1 0.5 14897c9c-2102-4a0b-8b00-f333746fb671
## INFO [12:14:05.082] Evaluating 1 configuration(s)
## INFO [12:14:05.097] Benchmark with 10 resampling iterations
## INFO [12:14:05.105] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:05.124] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:05.163] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:05.192] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:05.220] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:05.253] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:05.272] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:05.301] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:05.321] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:05.339] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:05.359] Finished benchmark
## INFO [12:14:05.429] Result of batch 64:
## INFO [12:14:05.430] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:05.430] 109 0.2371708 24 0.5 735a4160-6dc3-4d48-bedc-814da957297a
## INFO [12:14:05.434] Evaluating 1 configuration(s)
## INFO [12:14:05.447] Benchmark with 10 resampling iterations
## INFO [12:14:05.454] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:05.479] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:05.517] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:05.540] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:05.572] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:05.604] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:05.624] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:05.642] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:05.659] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:05.692] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:05.713] Finished benchmark
## INFO [12:14:05.778] Result of batch 65:
## INFO [12:14:05.779] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:05.779] 146 0.81545 14 0.5 d86220ef-28c0-4d43-afb9-09252bca64ab
## INFO [12:14:05.782] Evaluating 1 configuration(s)
## INFO [12:14:05.803] Benchmark with 10 resampling iterations
## INFO [12:14:05.816] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:05.845] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:05.863] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:05.895] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:05.914] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:05.934] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:05.951] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:05.971] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:05.998] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:06.020] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:06.041] Finished benchmark
## INFO [12:14:06.107] Result of batch 66:
## INFO [12:14:06.109] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:06.109] 99 0.5756998 14 0.5 6a417221-ab3e-4e88-b8ee-32575b269c48
## INFO [12:14:06.113] Evaluating 1 configuration(s)
## INFO [12:14:06.133] Benchmark with 10 resampling iterations
## INFO [12:14:06.141] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:06.161] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:06.183] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:06.217] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:06.236] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:06.253] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:06.271] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:06.292] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:06.319] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:06.336] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:06.356] Finished benchmark
## INFO [12:14:06.451] Result of batch 67:
## INFO [12:14:06.455] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:06.455] 112 0.9475115 2 0.5 1bd53ca3-94cc-4cde-8b5d-12437e15dc52
## INFO [12:14:06.465] Evaluating 1 configuration(s)
## INFO [12:14:06.501] Benchmark with 10 resampling iterations
## INFO [12:14:06.521] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:06.566] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:06.613] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:06.684] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:06.732] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:06.782] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:06.826] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:06.862] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:06.897] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:06.918] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:06.937] Finished benchmark
## INFO [12:14:07.002] Result of batch 68:
## INFO [12:14:07.004] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:07.004] 85 0.2068404 19 0.5 0ee99647-d717-43ae-be17-ece810546bf2
## INFO [12:14:07.007] Evaluating 1 configuration(s)
## INFO [12:14:07.025] Benchmark with 10 resampling iterations
## INFO [12:14:07.038] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:07.068] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:07.085] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:07.124] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:07.160] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:07.185] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:07.204] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:07.222] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:07.241] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:07.262] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:07.283] Finished benchmark
## INFO [12:14:07.350] Result of batch 69:
## INFO [12:14:07.351] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:07.351] 93 0.8327033 4 0.5 c47ea753-e3c2-40b3-9624-d4e2a5513a9e
## INFO [12:14:07.355] Evaluating 1 configuration(s)
## INFO [12:14:07.370] Benchmark with 10 resampling iterations
## INFO [12:14:07.377] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:07.396] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:07.417] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:07.448] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:07.469] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:07.490] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:07.509] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:07.527] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:07.549] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:07.582] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:07.602] Finished benchmark
## INFO [12:14:07.663] Result of batch 70:
## INFO [12:14:07.665] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:07.665] 144 0.01405102 28 0.7251757 fa77a66c-2a7d-45a1-9160-2a31936709d7
## INFO [12:14:07.669] Evaluating 1 configuration(s)
## INFO [12:14:07.685] Benchmark with 10 resampling iterations
## INFO [12:14:07.691] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:07.711] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:07.731] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:07.772] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:07.805] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:07.823] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:07.842] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:07.864] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:07.885] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:07.927] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:07.976] Finished benchmark
## INFO [12:14:08.125] Result of batch 71:
## INFO [12:14:08.128] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:08.128] 66 0.01950382 3 0.721531 0ec4a0e5-1d02-4bbb-9283-3ad620665b66
## INFO [12:14:08.141] Evaluating 1 configuration(s)
## INFO [12:14:08.159] Benchmark with 10 resampling iterations
## INFO [12:14:08.168] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:08.187] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:08.214] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:08.235] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:08.256] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:08.274] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:08.294] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:08.329] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:08.348] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:08.366] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:08.386] Finished benchmark
## INFO [12:14:08.488] Result of batch 72:
## INFO [12:14:08.491] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:08.491] 82 0.3169147 22 0.5 fb7eac1f-d324-444c-adcb-53f4015cfcda
## INFO [12:14:08.501] Evaluating 1 configuration(s)
## INFO [12:14:08.536] Benchmark with 10 resampling iterations
## INFO [12:14:08.543] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:08.570] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:08.634] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:08.660] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:08.693] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:08.712] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:08.731] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:08.750] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:08.773] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:08.818] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:08.865] Finished benchmark
## INFO [12:14:08.953] Result of batch 73:
## INFO [12:14:08.955] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:08.955] 122 0.9302621 18 0.5 a7687842-6bed-4b66-82dd-bcc4368fea02
## INFO [12:14:08.958] Evaluating 1 configuration(s)
## INFO [12:14:08.973] Benchmark with 10 resampling iterations
## INFO [12:14:08.981] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:09.000] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:09.017] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:09.045] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:09.075] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:09.098] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:09.116] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:09.136] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:09.155] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:09.173] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:09.193] Finished benchmark
## INFO [12:14:09.255] Result of batch 74:
## INFO [12:14:09.257] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:09.257] 46 0.4158785 18 0.5 e43bfea9-239e-47c2-9842-c5f7b6c486e7
## INFO [12:14:09.260] Evaluating 1 configuration(s)
## INFO [12:14:09.274] Benchmark with 10 resampling iterations
## INFO [12:14:09.283] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:09.301] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:09.319] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:09.336] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:09.365] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:09.392] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:09.417] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:09.436] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:09.457] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:09.476] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:09.499] Finished benchmark
## INFO [12:14:09.608] Result of batch 75:
## INFO [12:14:09.610] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:09.610] 62 0.7419203 15 0.5 36afb06d-c0e4-47e3-a275-b413a8eb3a8d
## INFO [12:14:09.614] Evaluating 1 configuration(s)
## INFO [12:14:09.628] Benchmark with 10 resampling iterations
## INFO [12:14:09.635] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:09.654] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:09.676] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:09.696] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:09.716] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:09.745] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:09.773] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:09.800] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:09.822] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:09.840] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:09.860] Finished benchmark
## INFO [12:14:09.929] Result of batch 76:
## INFO [12:14:09.931] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:09.931] 97 0.1817963 15 0.5 d5e133c7-5851-4409-a5df-227ebf51f1d9
## INFO [12:14:09.935] Evaluating 1 configuration(s)
## INFO [12:14:09.951] Benchmark with 10 resampling iterations
## INFO [12:14:09.958] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:09.978] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:09.997] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:10.016] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:10.037] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:10.056] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:10.083] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:10.112] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:10.145] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:10.166] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:10.187] Finished benchmark
## INFO [12:14:10.266] Result of batch 77:
## INFO [12:14:10.267] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:10.267] 79 0.4339247 5 0.5 313ddcd2-b0a6-4ea4-9b88-83f35ea363e9
## INFO [12:14:10.271] Evaluating 1 configuration(s)
## INFO [12:14:10.285] Benchmark with 10 resampling iterations
## INFO [12:14:10.292] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:10.310] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:10.328] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:10.347] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:10.365] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:10.383] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:10.400] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:10.431] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:10.458] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:10.483] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:10.528] Finished benchmark
## INFO [12:14:10.602] Result of batch 78:
## INFO [12:14:10.603] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:10.603] 123 0.9029731 8 0.5 c153c814-93a0-4a66-b89e-e40b9cb7b6c8
## INFO [12:14:10.607] Evaluating 1 configuration(s)
## INFO [12:14:10.622] Benchmark with 10 resampling iterations
## INFO [12:14:10.634] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:10.658] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:10.679] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:10.700] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:10.719] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:10.738] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:10.755] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:10.780] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:10.815] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:10.841] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:10.866] Finished benchmark
## INFO [12:14:10.957] Result of batch 79:
## INFO [12:14:10.960] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:10.960] 95 0.3000583 30 0.5 91af2db2-5cd1-4433-b0f3-d3b7af72082a
## INFO [12:14:10.967] Evaluating 1 configuration(s)
## INFO [12:14:10.982] Benchmark with 10 resampling iterations
## INFO [12:14:10.988] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:11.009] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:11.028] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:11.048] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:11.067] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:11.090] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:11.109] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:11.129] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:11.159] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:11.190] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:11.216] Finished benchmark
## INFO [12:14:11.330] Result of batch 80:
## INFO [12:14:11.333] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:11.333] 91 0.08850609 29 0.5 9fd6b3e0-a4ed-4c98-889c-3a22666e63ba
## INFO [12:14:11.342] Evaluating 1 configuration(s)
## INFO [12:14:11.362] Benchmark with 10 resampling iterations
## INFO [12:14:11.378] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:11.417] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:11.434] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:11.460] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:11.479] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:11.497] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:11.514] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:11.537] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:11.555] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:11.587] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:11.636] Finished benchmark
## INFO [12:14:11.711] Result of batch 81:
## INFO [12:14:11.713] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:11.713] 36 0.6298496 14 0.5 48b48cbd-7251-4601-bb6a-d8e06af07620
## INFO [12:14:11.717] Evaluating 1 configuration(s)
## INFO [12:14:11.736] Benchmark with 10 resampling iterations
## INFO [12:14:11.748] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:11.770] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:11.791] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:11.810] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:11.831] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:11.851] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:11.870] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:11.887] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:11.905] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:11.940] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:11.970] Finished benchmark
## INFO [12:14:12.036] Result of batch 82:
## INFO [12:14:12.038] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:12.038] 95 0.3177299 27 0.5 12ffd507-c778-4d08-b157-29f6f635145b
## INFO [12:14:12.043] Evaluating 1 configuration(s)
## INFO [12:14:12.058] Benchmark with 10 resampling iterations
## INFO [12:14:12.067] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:12.085] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:12.104] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:12.124] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:12.149] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:12.172] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:12.191] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:12.218] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:12.238] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:12.266] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:12.313] Finished benchmark
## INFO [12:14:12.400] Result of batch 83:
## INFO [12:14:12.401] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:12.401] 77 0.627598 18 0.5 dcbe8155-43bd-4f23-a9dc-f3f4dfc41720
## INFO [12:14:12.405] Evaluating 1 configuration(s)
## INFO [12:14:12.418] Benchmark with 10 resampling iterations
## INFO [12:14:12.424] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:12.446] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:12.465] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:12.509] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:12.530] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:12.547] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:12.565] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:12.586] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:12.604] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:12.639] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:12.672] Finished benchmark
## INFO [12:14:12.748] Result of batch 84:
## INFO [12:14:12.749] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:12.749] 128 0.2557827 14 0.5 8021a4a9-8a3c-4045-b808-6bd38bea3847
## INFO [12:14:12.753] Evaluating 1 configuration(s)
## INFO [12:14:12.768] Benchmark with 10 resampling iterations
## INFO [12:14:12.774] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:12.792] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:12.814] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:12.832] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:12.850] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:12.869] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:12.890] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:12.909] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:12.927] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:12.955] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:12.988] Finished benchmark
## INFO [12:14:13.057] Result of batch 85:
## INFO [12:14:13.059] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:13.059] 21 0.7714485 6 0.5 07a69db3-8b47-4c5e-94e7-56d333461cc0
## INFO [12:14:13.063] Evaluating 1 configuration(s)
## INFO [12:14:13.076] Benchmark with 10 resampling iterations
## INFO [12:14:13.083] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:13.102] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:13.124] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:13.146] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:13.165] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:13.185] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:13.207] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:13.226] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:13.245] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:13.279] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:13.308] Finished benchmark
## INFO [12:14:13.378] Result of batch 86:
## INFO [12:14:13.380] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:13.380] 112 0.5079131 3 0.5 9a8ea171-b01f-4bb9-9048-b732e213e449
## INFO [12:14:13.384] Evaluating 1 configuration(s)
## INFO [12:14:13.397] Benchmark with 10 resampling iterations
## INFO [12:14:13.408] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:13.430] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:13.450] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:13.471] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:13.496] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:13.516] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:13.536] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:13.558] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:13.579] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:13.613] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:13.647] Finished benchmark
## INFO [12:14:13.717] Result of batch 87:
## INFO [12:14:13.718] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:13.718] 133 0.02707081 29 0.721849 50f6b3e2-5a36-4c8a-b86f-1ed19381711c
## INFO [12:14:13.722] Evaluating 1 configuration(s)
## INFO [12:14:13.737] Benchmark with 10 resampling iterations
## INFO [12:14:13.744] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:13.765] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:13.787] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:13.806] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:13.824] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:13.843] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:13.867] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:13.885] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:13.912] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:13.944] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:13.971] Finished benchmark
## INFO [12:14:14.040] Result of batch 88:
## INFO [12:14:14.042] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:14.042] 97 0.6476965 3 0.5 e7177ccb-08d7-4348-9df4-8d123ee91946
## INFO [12:14:14.046] Evaluating 1 configuration(s)
## INFO [12:14:14.059] Benchmark with 10 resampling iterations
## INFO [12:14:14.066] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:14.087] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:14.106] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:14.127] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:14.146] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:14.168] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:14.187] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:14.206] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:14.241] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:14.270] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:14.291] Finished benchmark
## INFO [12:14:14.361] Result of batch 89:
## INFO [12:14:14.362] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:14.362] 128 0.9820891 12 0.5 9122e6eb-6772-44e3-8673-169e038fca07
## INFO [12:14:14.366] Evaluating 1 configuration(s)
## INFO [12:14:14.381] Benchmark with 10 resampling iterations
## INFO [12:14:14.390] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:14.411] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:14.429] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:14.450] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:14.470] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:14.491] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:14.509] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:14.539] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:14.568] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:14.591] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:14.613] Finished benchmark
## INFO [12:14:14.679] Result of batch 90:
## INFO [12:14:14.681] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:14.681] 149 0.5666544 29 0.5 4b4e0822-4c2e-4a19-8d86-cb427ffc5298
## INFO [12:14:14.685] Evaluating 1 configuration(s)
## INFO [12:14:14.702] Benchmark with 10 resampling iterations
## INFO [12:14:14.709] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:14.729] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:14.749] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:14.769] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:14.789] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:14.807] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:14.829] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:14.865] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:14.890] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:14.909] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:14.933] Finished benchmark
## INFO [12:14:14.999] Result of batch 91:
## INFO [12:14:15.001] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:15.001] 120 0.4753343 18 0.5 802992d0-90fa-417f-8f10-d5a51943e786
## INFO [12:14:15.005] Evaluating 1 configuration(s)
## INFO [12:14:15.019] Benchmark with 10 resampling iterations
## INFO [12:14:15.026] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:15.048] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:15.069] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:15.087] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:15.106] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:15.127] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:15.163] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:15.190] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:15.213] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:15.232] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:15.254] Finished benchmark
## INFO [12:14:15.323] Result of batch 92:
## INFO [12:14:15.324] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:15.324] 79 0.9757446 3 0.5 de0b09d7-4173-451e-84f6-db413cb01911
## INFO [12:14:15.328] Evaluating 1 configuration(s)
## INFO [12:14:15.343] Benchmark with 10 resampling iterations
## INFO [12:14:15.352] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:15.371] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:15.389] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:15.407] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:15.425] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:15.460] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:15.486] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:15.511] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:15.529] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:15.547] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:15.566] Finished benchmark
## INFO [12:14:15.633] Result of batch 93:
## INFO [12:14:15.634] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:15.634] 64 0.5965366 13 0.5 3e2d7889-8d77-4df7-be56-0f703b54f65f
## INFO [12:14:15.639] Evaluating 1 configuration(s)
## INFO [12:14:15.652] Benchmark with 10 resampling iterations
## INFO [12:14:15.660] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:15.683] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:15.701] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:15.721] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:15.799] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:15.828] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:15.853] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:15.871] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:15.895] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:15.912] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:15.931] Finished benchmark
## INFO [12:14:16.002] Result of batch 94:
## INFO [12:14:16.004] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:16.004] 16 0.9270458 24 0.5 7c91f987-0094-4147-a986-c6b8a7703ede
## INFO [12:14:16.008] Evaluating 1 configuration(s)
## INFO [12:14:16.023] Benchmark with 10 resampling iterations
## INFO [12:14:16.032] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:16.052] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:16.071] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:16.089] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:16.112] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:16.149] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:16.178] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:16.201] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:16.219] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:16.237] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:16.258] Finished benchmark
## INFO [12:14:16.322] Result of batch 95:
## INFO [12:14:16.324] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:16.324] 103 0.4203992 26 0.5 b0b4d3ca-4a1e-40c7-a7e4-5a9b8b979c97
## INFO [12:14:16.329] Evaluating 1 configuration(s)
## INFO [12:14:16.344] Benchmark with 10 resampling iterations
## INFO [12:14:16.351] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:16.369] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:16.387] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:16.407] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:16.426] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:16.455] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:16.485] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:16.513] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:16.533] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:16.553] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:16.574] Finished benchmark
## INFO [12:14:16.642] Result of batch 96:
## INFO [12:14:16.645] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:16.645] 12 0.1891396 23 0.5 1b2f23c5-8df7-4aa8-9390-6eaba63eb147
## INFO [12:14:16.648] Evaluating 1 configuration(s)
## INFO [12:14:16.662] Benchmark with 10 resampling iterations
## INFO [12:14:16.669] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:16.689] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:16.713] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:16.732] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:16.749] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:16.769] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:16.811] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:16.839] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:16.867] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:16.887] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:16.918] Finished benchmark
## INFO [12:14:17.023] Result of batch 97:
## INFO [12:14:17.025] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:17.025] 63 0.4265716 19 0.5 1733c685-e495-465f-a0be-8c7ea6d97ff7
## INFO [12:14:17.031] Evaluating 1 configuration(s)
## INFO [12:14:17.047] Benchmark with 10 resampling iterations
## INFO [12:14:17.054] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:17.076] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:17.094] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:17.112] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:17.132] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:17.152] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:17.183] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:17.210] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:17.239] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:17.263] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:17.284] Finished benchmark
## INFO [12:14:17.353] Result of batch 98:
## INFO [12:14:17.354] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:17.354] 63 0.3507759 22 0.5 ef374ce2-dbf9-4a6a-aad8-35ac49c185ff
## INFO [12:14:17.358] Evaluating 1 configuration(s)
## INFO [12:14:17.375] Benchmark with 10 resampling iterations
## INFO [12:14:17.382] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:17.401] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:17.420] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:17.438] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:17.459] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:17.479] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:17.505] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:17.536] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:17.565] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:17.585] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:17.608] Finished benchmark
## INFO [12:14:17.677] Result of batch 99:
## INFO [12:14:17.680] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:17.680] 43 0.926595 20 0.5 08fbee4f-38dc-431a-a778-a24b61ff3896
## INFO [12:14:17.685] Evaluating 1 configuration(s)
## INFO [12:14:17.701] Benchmark with 10 resampling iterations
## INFO [12:14:17.709] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:17.728] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:17.747] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:17.768] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:17.787] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:17.806] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:17.824] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:17.864] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:17.891] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:17.916] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:17.936] Finished benchmark
## INFO [12:14:18.006] Result of batch 100:
## INFO [12:14:18.008] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:18.008] 134 0.6113786 8 0.5 fbc3be9e-3c60-44a7-a434-58bbc4cad194
## INFO [12:14:18.016] Finished optimizing after 100 evaluation(s)
## INFO [12:14:18.016] Result:
## INFO [12:14:18.017] minsplit cp maxdepth learner_param_vals x_domain classif.auc
## INFO [12:14:18.017] 32 0.0268256 9 <list[4]> <list[3]> 0.7301861
## INFO [12:14:18.049] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:18.072] Applying learner 'chimerge.classif.log_reg' on task 'credit' (iter 4/10)
## [INFO] creating woe binning ...
## [INFO] converting into woe values ...
## [INFO] converting into woe values ...
## INFO [12:14:22.470] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:22.496] Applying learner 'classif.rpart.tuned' on task 'credit' (iter 10/10)
## INFO [12:14:22.517] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals>'
## INFO [12:14:22.534] Evaluating 1 configuration(s)
## INFO [12:14:22.551] Benchmark with 10 resampling iterations
## INFO [12:14:22.561] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:22.582] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:22.603] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:22.622] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:22.641] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:22.659] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:22.677] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:22.713] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:22.746] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:22.784] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:22.816] Finished benchmark
## INFO [12:14:22.877] Result of batch 1:
## INFO [12:14:22.878] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:22.878] 147 0.7657195 7 0.5 b1b88b0a-80c7-4832-ad4f-9759dd286260
## INFO [12:14:22.883] Evaluating 1 configuration(s)
## INFO [12:14:22.898] Benchmark with 10 resampling iterations
## INFO [12:14:22.907] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:22.929] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:22.951] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:22.971] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:22.990] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:23.009] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:23.029] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:23.060] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:23.091] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:23.119] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:23.141] Finished benchmark
## INFO [12:14:23.199] Result of batch 2:
## INFO [12:14:23.201] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:23.201] 95 0.07173157 15 0.5 f1f38097-337e-4fa4-bc96-7e3a27410dd6
## INFO [12:14:23.205] Evaluating 1 configuration(s)
## INFO [12:14:23.220] Benchmark with 10 resampling iterations
## INFO [12:14:23.227] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:23.247] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:23.267] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:23.285] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:23.306] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:23.324] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:23.342] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:23.381] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:23.437] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:23.501] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:23.543] Finished benchmark
## INFO [12:14:23.679] Result of batch 3:
## INFO [12:14:23.682] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:23.682] 53 0.631156 7 0.5 0be03a4d-bbbb-4405-abc2-eb6fc832e68c
## INFO [12:14:23.690] Evaluating 1 configuration(s)
## INFO [12:14:23.709] Benchmark with 10 resampling iterations
## INFO [12:14:23.723] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:23.754] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:23.775] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:23.794] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:23.811] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:23.831] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:23.872] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:23.914] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:23.960] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:23.981] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:24.029] Finished benchmark
## INFO [12:14:24.113] Result of batch 4:
## INFO [12:14:24.115] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:24.115] 134 0.3092304 18 0.5 5fa8a385-83ff-4370-875b-d20e854999f6
## INFO [12:14:24.121] Evaluating 1 configuration(s)
## INFO [12:14:24.141] Benchmark with 10 resampling iterations
## INFO [12:14:24.148] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:24.169] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:24.193] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:24.219] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:24.239] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:24.256] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:24.294] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:24.330] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:24.358] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:24.376] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:24.396] Finished benchmark
## INFO [12:14:24.456] Result of batch 5:
## INFO [12:14:24.458] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:24.458] 150 0.1794819 22 0.5 f78efd56-d40b-4dd7-91e9-d8ed6d3ef276
## INFO [12:14:24.462] Evaluating 1 configuration(s)
## INFO [12:14:24.477] Benchmark with 10 resampling iterations
## INFO [12:14:24.484] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:24.509] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:24.534] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:24.555] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:24.580] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:24.609] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:24.637] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:24.667] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:24.688] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:24.706] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:24.729] Finished benchmark
## INFO [12:14:24.806] Result of batch 6:
## INFO [12:14:24.808] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:24.808] 131 0.8207811 26 0.5 4454084c-a1f9-4f3e-8f86-26d3b5f07c42
## INFO [12:14:24.813] Evaluating 1 configuration(s)
## INFO [12:14:24.834] Benchmark with 10 resampling iterations
## INFO [12:14:24.841] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:24.859] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:24.877] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:24.921] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:24.975] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:25.005] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:25.047] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:25.075] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:25.099] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:25.118] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:25.170] Finished benchmark
## INFO [12:14:25.236] Result of batch 7:
## INFO [12:14:25.238] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:25.238] 137 0.6152363 10 0.5 2a589587-3dda-4856-b47d-3b0784e253f0
## INFO [12:14:25.243] Evaluating 1 configuration(s)
## INFO [12:14:25.258] Benchmark with 10 resampling iterations
## INFO [12:14:25.267] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:25.286] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:25.304] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:25.329] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:25.396] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:25.426] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:25.454] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:25.478] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:25.498] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:25.530] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:25.558] Finished benchmark
## INFO [12:14:25.631] Result of batch 8:
## INFO [12:14:25.633] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:25.633] 83 0.6645731 14 0.5 09fdc26a-9828-48c0-9c07-530fd0857f1e
## INFO [12:14:25.639] Evaluating 1 configuration(s)
## INFO [12:14:25.654] Benchmark with 10 resampling iterations
## INFO [12:14:25.661] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:25.687] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:25.711] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:25.738] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:25.772] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:25.807] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:25.839] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:25.872] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:25.892] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:25.914] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:25.942] Finished benchmark
## INFO [12:14:26.006] Result of batch 9:
## INFO [12:14:26.007] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:26.007] 94 0.2144559 21 0.5 cd49a7ee-6c47-4fd6-a07e-7177a136f36b
## INFO [12:14:26.014] Evaluating 1 configuration(s)
## INFO [12:14:26.032] Benchmark with 10 resampling iterations
## INFO [12:14:26.041] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:26.061] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:26.085] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:26.106] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:26.141] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:26.174] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:26.206] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:26.237] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:26.258] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:26.278] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:26.303] Finished benchmark
## INFO [12:14:26.360] Result of batch 10:
## INFO [12:14:26.362] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:26.362] 106 0.05693511 20 0.558316 18fc5e3a-3cd5-402b-a7b1-9567435e177e
## INFO [12:14:26.365] Evaluating 1 configuration(s)
## INFO [12:14:26.382] Benchmark with 10 resampling iterations
## INFO [12:14:26.390] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:26.409] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:26.427] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:26.446] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:26.482] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:26.512] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:26.543] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:26.571] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:26.594] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:26.615] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:26.637] Finished benchmark
## INFO [12:14:26.703] Result of batch 11:
## INFO [12:14:26.705] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:26.705] 76 0.0832877 29 0.5 08b3f5f0-4424-44e6-b101-5bc4a391438f
## INFO [12:14:26.709] Evaluating 1 configuration(s)
## INFO [12:14:26.725] Benchmark with 10 resampling iterations
## INFO [12:14:26.732] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:26.765] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:26.789] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:26.810] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:26.846] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:26.877] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:26.912] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:26.940] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:26.960] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:26.984] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:27.007] Finished benchmark
## INFO [12:14:27.072] Result of batch 12:
## INFO [12:14:27.073] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:27.073] 122 0.5157259 30 0.5 60c06fa9-6032-4db9-8f89-eab1a8038a6c
## INFO [12:14:27.077] Evaluating 1 configuration(s)
## INFO [12:14:27.096] Benchmark with 10 resampling iterations
## INFO [12:14:27.107] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:27.133] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:27.154] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:27.172] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:27.206] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:27.235] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:27.264] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:27.291] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:27.310] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:27.329] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:27.352] Finished benchmark
## INFO [12:14:27.409] Result of batch 13:
## INFO [12:14:27.411] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:27.411] 82 0.5567593 3 0.5 2bf27403-a652-4d86-9ed6-5725dfda6097
## INFO [12:14:27.415] Evaluating 1 configuration(s)
## INFO [12:14:27.428] Benchmark with 10 resampling iterations
## INFO [12:14:27.441] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:27.474] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:27.492] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:27.522] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:27.551] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:27.582] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:27.611] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:27.633] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:27.660] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:27.686] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:27.705] Finished benchmark
## INFO [12:14:27.780] Result of batch 14:
## INFO [12:14:27.785] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:27.785] 101 0.8115741 12 0.5 2edf3b83-b645-41b5-b81b-d00dbdb690ee
## INFO [12:14:27.793] Evaluating 1 configuration(s)
## INFO [12:14:27.808] Benchmark with 10 resampling iterations
## INFO [12:14:27.818] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:27.837] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:27.855] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:27.908] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:27.938] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:27.971] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:27.997] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:28.017] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:28.036] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:28.056] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:28.076] Finished benchmark
## INFO [12:14:28.171] Result of batch 15:
## INFO [12:14:28.173] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:28.173] 149 0.6043127 5 0.5 d0d790f2-8a65-4d3d-9cd5-0c8e7c275f72
## INFO [12:14:28.177] Evaluating 1 configuration(s)
## INFO [12:14:28.192] Benchmark with 10 resampling iterations
## INFO [12:14:28.199] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:28.217] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:28.235] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:28.265] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:28.294] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:28.347] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:28.400] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:28.432] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:28.460] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:28.482] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:28.504] Finished benchmark
## INFO [12:14:28.561] Result of batch 16:
## INFO [12:14:28.565] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:28.565] 145 0.564737 12 0.5 7458ce06-0dcd-4895-a517-22685ff12a14
## INFO [12:14:28.570] Evaluating 1 configuration(s)
## INFO [12:14:28.584] Benchmark with 10 resampling iterations
## INFO [12:14:28.591] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:28.609] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:28.642] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:28.687] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:28.720] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:28.753] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:28.781] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:28.812] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:28.831] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:28.853] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:28.880] Finished benchmark
## INFO [12:14:28.975] Result of batch 17:
## INFO [12:14:28.977] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:28.977] 72 0.5862364 30 0.5 953a9f33-3c82-4059-9f7c-4dd6344cd0d8
## INFO [12:14:28.981] Evaluating 1 configuration(s)
## INFO [12:14:28.995] Benchmark with 10 resampling iterations
## INFO [12:14:29.003] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:29.024] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:29.062] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:29.123] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:29.166] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:29.199] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:29.227] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:29.250] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:29.270] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:29.289] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:29.312] Finished benchmark
## INFO [12:14:29.378] Result of batch 18:
## INFO [12:14:29.379] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:29.379] 103 0.114731 14 0.5 4f4b0f5b-f942-4ed6-80b8-8b533c1d7563
## INFO [12:14:29.384] Evaluating 1 configuration(s)
## INFO [12:14:29.399] Benchmark with 10 resampling iterations
## INFO [12:14:29.406] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:29.424] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:29.441] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:29.479] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:29.508] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:29.540] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:29.566] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:29.586] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:29.609] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:29.630] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:29.653] Finished benchmark
## INFO [12:14:29.723] Result of batch 19:
## INFO [12:14:29.724] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:29.724] 141 0.5595122 1 0.5 8afb0e89-6cf4-4692-a61e-3c2463470e3d
## INFO [12:14:29.728] Evaluating 1 configuration(s)
## INFO [12:14:29.742] Benchmark with 10 resampling iterations
## INFO [12:14:29.751] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:29.795] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:29.832] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:29.861] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:29.892] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:29.923] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:29.945] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:29.964] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:29.985] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:30.014] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:30.065] Finished benchmark
## INFO [12:14:30.162] Result of batch 20:
## INFO [12:14:30.164] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:30.164] 95 0.703296 21 0.5 efd6c88c-0ebd-4c79-87bd-d80ce0b78f60
## INFO [12:14:30.168] Evaluating 1 configuration(s)
## INFO [12:14:30.183] Benchmark with 10 resampling iterations
## INFO [12:14:30.189] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:30.223] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:30.270] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:30.320] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:30.348] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:30.380] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:30.400] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:30.420] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:30.445] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:30.489] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:30.543] Finished benchmark
## INFO [12:14:30.633] Result of batch 21:
## INFO [12:14:30.634] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:30.634] 5 0.4833003 29 0.5 4a6ab216-23c0-4541-bb05-56f0ec93725d
## INFO [12:14:30.638] Evaluating 1 configuration(s)
## INFO [12:14:30.654] Benchmark with 10 resampling iterations
## INFO [12:14:30.661] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:31.049] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:31.066] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:31.083] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:31.101] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:31.141] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:31.164] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:31.206] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:31.229] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:31.251] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:31.273] Finished benchmark
## INFO [12:14:31.329] Result of batch 22:
## INFO [12:14:31.331] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:31.331] 57 0.3855031 6 0.5 a08822ad-ebe3-48af-b18f-49d6f3f0321d
## INFO [12:14:31.335] Evaluating 1 configuration(s)
## INFO [12:14:31.351] Benchmark with 10 resampling iterations
## INFO [12:14:31.358] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:31.385] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:31.406] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:31.425] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:31.443] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:31.461] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:31.481] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:31.500] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:31.518] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:31.536] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:31.556] Finished benchmark
## INFO [12:14:31.615] Result of batch 23:
## INFO [12:14:31.617] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:31.617] 39 0.08010084 26 0.5 fffbbc9e-1fe7-49a4-95d3-ec5c567bc241
## INFO [12:14:31.621] Evaluating 1 configuration(s)
## INFO [12:14:31.637] Benchmark with 10 resampling iterations
## INFO [12:14:31.644] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:31.671] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:31.690] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:31.711] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:31.730] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:31.747] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:31.764] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:31.783] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:31.804] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:31.826] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:31.846] Finished benchmark
## INFO [12:14:31.903] Result of batch 24:
## INFO [12:14:31.905] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:31.905] 110 0.9421795 23 0.5 0419cfa1-80c1-4d9a-8b34-cf940b961609
## INFO [12:14:31.908] Evaluating 1 configuration(s)
## INFO [12:14:31.923] Benchmark with 10 resampling iterations
## INFO [12:14:31.932] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:31.960] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:31.979] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:31.996] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:32.018] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:32.035] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:32.052] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:32.069] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:32.088] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:32.107] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:32.129] Finished benchmark
## INFO [12:14:32.190] Result of batch 25:
## INFO [12:14:32.192] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:32.192] 8 0.7895836 18 0.5 990ae36c-570d-4e9e-946c-1df2040a1be0
## INFO [12:14:32.196] Evaluating 1 configuration(s)
## INFO [12:14:32.210] Benchmark with 10 resampling iterations
## INFO [12:14:32.217] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:32.248] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:32.265] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:32.283] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:32.300] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:32.320] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:32.338] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:32.356] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:32.377] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:32.397] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:32.416] Finished benchmark
## INFO [12:14:32.477] Result of batch 26:
## INFO [12:14:32.479] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:32.479] 69 0.4131218 2 0.5 8b847a35-efac-46df-a2c6-16c45770f5c9
## INFO [12:14:32.483] Evaluating 1 configuration(s)
## INFO [12:14:32.498] Benchmark with 10 resampling iterations
## INFO [12:14:32.505] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:32.533] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:32.552] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:32.572] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:32.589] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:32.610] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:32.629] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:32.646] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:32.664] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:32.687] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:32.707] Finished benchmark
## INFO [12:14:32.769] Result of batch 27:
## INFO [12:14:32.771] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:32.771] 21 0.2822328 24 0.5 cc0af31e-4a52-4e01-b82b-5eb80cefc528
## INFO [12:14:32.774] Evaluating 1 configuration(s)
## INFO [12:14:32.796] Benchmark with 10 resampling iterations
## INFO [12:14:32.803] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:32.824] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:32.843] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:32.863] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:32.881] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:32.901] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:32.919] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:32.937] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:32.956] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:32.977] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:33.000] Finished benchmark
## INFO [12:14:33.059] Result of batch 28:
## INFO [12:14:33.062] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:33.062] 55 0.9041825 17 0.5 fe4db891-395a-4da6-8e24-7f4744900c0b
## INFO [12:14:33.066] Evaluating 1 configuration(s)
## INFO [12:14:33.089] Benchmark with 10 resampling iterations
## INFO [12:14:33.097] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:33.115] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:33.138] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:33.156] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:33.174] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:33.191] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:33.227] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:33.261] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:33.279] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:33.298] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:33.317] Finished benchmark
## INFO [12:14:33.386] Result of batch 29:
## INFO [12:14:33.387] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:33.387] 59 0.7993854 23 0.5 2c900f44-a394-48ba-9955-e6fcbfdacac0
## INFO [12:14:33.391] Evaluating 1 configuration(s)
## INFO [12:14:33.403] Benchmark with 10 resampling iterations
## INFO [12:14:33.410] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:33.428] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:33.468] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:33.515] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:33.538] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:33.555] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:33.574] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:33.607] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:33.630] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:33.649] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:33.671] Finished benchmark
## INFO [12:14:33.744] Result of batch 30:
## INFO [12:14:33.746] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:33.746] 33 0.5902314 22 0.5 9dcb8480-21f9-4ce0-af05-7ddb57435538
## INFO [12:14:33.750] Evaluating 1 configuration(s)
## INFO [12:14:33.773] Benchmark with 10 resampling iterations
## INFO [12:14:33.780] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:33.801] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:33.820] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:33.839] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:33.856] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:33.875] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:33.897] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:33.915] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:33.933] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:33.952] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:33.976] Finished benchmark
## INFO [12:14:34.045] Result of batch 31:
## INFO [12:14:34.047] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:34.047] 31 0.1334162 10 0.5 3a5dbfdb-cd52-47f4-8b70-3a561b6158d3
## INFO [12:14:34.051] Evaluating 1 configuration(s)
## INFO [12:14:34.064] Benchmark with 10 resampling iterations
## INFO [12:14:34.070] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:34.088] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:34.108] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:34.131] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:34.151] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:34.168] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:34.189] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:34.208] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:34.227] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:34.245] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:34.267] Finished benchmark
## INFO [12:14:34.336] Result of batch 32:
## INFO [12:14:34.338] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:34.338] 80 0.8617629 19 0.5 18fbe785-cf73-48e8-a9db-048a568d58ab
## INFO [12:14:34.341] Evaluating 1 configuration(s)
## INFO [12:14:34.354] Benchmark with 10 resampling iterations
## INFO [12:14:34.361] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:34.380] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:34.399] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:34.419] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:34.437] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:34.456] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:34.475] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:34.497] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:34.516] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:34.535] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:34.566] Finished benchmark
## INFO [12:14:34.622] Result of batch 33:
## INFO [12:14:34.623] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:34.623] 56 0.1325506 29 0.5 a866a27a-4a47-40b0-a2a5-0f12933581f0
## INFO [12:14:34.629] Evaluating 1 configuration(s)
## INFO [12:14:34.643] Benchmark with 10 resampling iterations
## INFO [12:14:34.651] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:34.670] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:34.689] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:34.710] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:34.729] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:34.747] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:34.766] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:34.785] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:34.807] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:34.835] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:34.856] Finished benchmark
## INFO [12:14:34.914] Result of batch 34:
## INFO [12:14:34.916] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:34.916] 100 0.7349665 9 0.5 357c6b52-069a-4f6f-b311-62fbabc9eb76
## INFO [12:14:34.919] Evaluating 1 configuration(s)
## INFO [12:14:34.935] Benchmark with 10 resampling iterations
## INFO [12:14:34.942] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:34.960] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:34.978] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:34.995] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:35.015] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:35.033] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:35.051] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:35.071] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:35.100] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:35.118] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:35.138] Finished benchmark
## INFO [12:14:35.198] Result of batch 35:
## INFO [12:14:35.200] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:35.200] 45 0.418497 30 0.5 6cda404c-e567-469d-ae48-37ef9105ea3d
## INFO [12:14:35.203] Evaluating 1 configuration(s)
## INFO [12:14:35.217] Benchmark with 10 resampling iterations
## INFO [12:14:35.224] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:35.247] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:35.266] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:35.284] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:35.306] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:35.328] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:35.346] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:35.402] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:35.420] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:35.440] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:35.463] Finished benchmark
## INFO [12:14:35.520] Result of batch 36:
## INFO [12:14:35.521] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:35.521] 102 0.6128423 11 0.5 385f6f73-9b4f-491a-962c-b0017fd8dd92
## INFO [12:14:35.528] Evaluating 1 configuration(s)
## INFO [12:14:35.542] Benchmark with 10 resampling iterations
## INFO [12:14:35.549] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:35.568] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:35.586] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:35.606] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:35.638] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:35.673] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:35.710] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:35.742] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:35.763] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:35.781] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:35.800] Finished benchmark
## INFO [12:14:35.860] Result of batch 37:
## INFO [12:14:35.862] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:35.862] 21 0.2488301 8 0.5 37994e93-3e05-462a-bc39-30814cbd940c
## INFO [12:14:35.866] Evaluating 1 configuration(s)
## INFO [12:14:35.880] Benchmark with 10 resampling iterations
## INFO [12:14:35.887] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:35.907] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:35.932] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:35.983] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:36.032] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:36.080] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:36.133] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:36.171] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:36.189] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:36.207] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:36.229] Finished benchmark
## INFO [12:14:36.312] Result of batch 38:
## INFO [12:14:36.314] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:36.314] 134 0.9831256 18 0.5 904aaa68-403b-49c9-81be-6f5750878de1
## INFO [12:14:36.322] Evaluating 1 configuration(s)
## INFO [12:14:36.340] Benchmark with 10 resampling iterations
## INFO [12:14:36.348] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:36.368] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:36.388] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:36.405] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:36.422] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:36.460] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:36.507] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:36.550] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:36.570] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:36.589] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:36.610] Finished benchmark
## INFO [12:14:36.700] Result of batch 39:
## INFO [12:14:36.704] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:36.704] 53 0.6222791 9 0.5 efdab427-3bcb-45d0-a6d2-d7d024376775
## INFO [12:14:36.713] Evaluating 1 configuration(s)
## INFO [12:14:36.729] Benchmark with 10 resampling iterations
## INFO [12:14:36.736] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:36.766] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:36.801] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:36.822] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:36.840] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:36.875] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:36.897] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:36.916] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:36.935] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:36.954] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:36.976] Finished benchmark
## INFO [12:14:37.066] Result of batch 40:
## INFO [12:14:37.067] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:37.067] 45 0.1012313 10 0.5 09906aed-9429-446c-9965-ca7f30f1ce05
## INFO [12:14:37.071] Evaluating 1 configuration(s)
## INFO [12:14:37.085] Benchmark with 10 resampling iterations
## INFO [12:14:37.091] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:37.128] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:37.181] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:37.228] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:37.269] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:37.293] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:37.315] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:37.343] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:37.367] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:37.385] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:37.404] Finished benchmark
## INFO [12:14:37.464] Result of batch 41:
## INFO [12:14:37.465] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:37.465] 52 0.1028721 14 0.5 7f592132-263f-40a4-9f03-c7e4bc14ee30
## INFO [12:14:37.469] Evaluating 1 configuration(s)
## INFO [12:14:37.483] Benchmark with 10 resampling iterations
## INFO [12:14:37.492] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:37.510] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:37.527] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:37.579] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:37.610] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:37.632] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:37.657] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:37.682] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:37.707] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:37.736] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:37.770] Finished benchmark
## INFO [12:14:37.852] Result of batch 42:
## INFO [12:14:37.856] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:37.856] 145 0.7737651 18 0.5 67287585-a677-42e8-968b-e28de042c2e4
## INFO [12:14:37.865] Evaluating 1 configuration(s)
## INFO [12:14:37.887] Benchmark with 10 resampling iterations
## INFO [12:14:37.898] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:37.933] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:37.994] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:38.030] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:38.062] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:38.104] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:38.133] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:38.165] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:38.195] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:38.224] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:38.254] Finished benchmark
## INFO [12:14:38.336] Result of batch 43:
## INFO [12:14:38.338] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:38.338] 121 0.2092242 22 0.5 f9fe1dcd-2009-4034-9599-f7bb591725d1
## INFO [12:14:38.344] Evaluating 1 configuration(s)
## INFO [12:14:38.368] Benchmark with 10 resampling iterations
## INFO [12:14:38.382] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:38.430] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:38.458] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:38.487] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:38.510] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:38.531] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:38.558] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:38.583] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:38.612] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:38.637] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:38.665] Finished benchmark
## INFO [12:14:38.741] Result of batch 44:
## INFO [12:14:38.743] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:38.743] 59 0.02868395 28 0.7070387 045c76ca-f0b9-470e-b344-cc88d89c60ae
## INFO [12:14:38.751] Evaluating 1 configuration(s)
## INFO [12:14:38.790] Benchmark with 10 resampling iterations
## INFO [12:14:38.802] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:38.824] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:38.847] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:38.866] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:38.885] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:38.909] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:38.928] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:38.951] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:38.988] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:39.015] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:39.039] Finished benchmark
## INFO [12:14:39.134] Result of batch 45:
## INFO [12:14:39.136] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:39.136] 142 0.6368376 27 0.5 e3c8913d-39ed-4cce-af11-882fd01d9582
## INFO [12:14:39.144] Evaluating 1 configuration(s)
## INFO [12:14:39.158] Benchmark with 10 resampling iterations
## INFO [12:14:39.167] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:39.186] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:39.206] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:39.225] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:39.243] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:39.261] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:39.281] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:39.301] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:39.320] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:39.338] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:39.359] Finished benchmark
## INFO [12:14:39.434] Result of batch 46:
## INFO [12:14:39.435] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:39.435] 34 0.3800708 20 0.5 6a238765-2696-46f4-ad39-0921674cbc81
## INFO [12:14:39.440] Evaluating 1 configuration(s)
## INFO [12:14:39.453] Benchmark with 10 resampling iterations
## INFO [12:14:39.461] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:39.478] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:39.496] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:39.515] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:39.532] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:39.550] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:39.568] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:39.592] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:39.611] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:39.628] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:39.661] Finished benchmark
## INFO [12:14:39.730] Result of batch 47:
## INFO [12:14:39.732] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:39.732] 102 0.7339505 15 0.5 6518e6c5-9811-44ca-9d01-b272696f7843
## INFO [12:14:39.735] Evaluating 1 configuration(s)
## INFO [12:14:39.750] Benchmark with 10 resampling iterations
## INFO [12:14:39.757] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:39.776] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:39.796] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:39.816] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:39.845] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:39.863] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:39.883] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:39.902] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:39.922] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:39.957] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:39.980] Finished benchmark
## INFO [12:14:40.049] Result of batch 48:
## INFO [12:14:40.051] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:40.051] 96 0.501943 27 0.5 4171eb70-c8ea-4a56-973e-1ab9f7c333d0
## INFO [12:14:40.057] Evaluating 1 configuration(s)
## INFO [12:14:40.071] Benchmark with 10 resampling iterations
## INFO [12:14:40.078] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:40.097] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:40.120] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:40.145] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:40.167] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:40.187] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:40.206] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:40.237] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:40.261] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:40.280] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:40.298] Finished benchmark
## INFO [12:14:40.362] Result of batch 49:
## INFO [12:14:40.364] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:40.364] 144 0.264656 26 0.5 f50630ce-919c-49dc-a3cf-49a713d89ea6
## INFO [12:14:40.370] Evaluating 1 configuration(s)
## INFO [12:14:40.384] Benchmark with 10 resampling iterations
## INFO [12:14:40.392] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:40.414] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:40.433] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:40.467] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:40.486] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:40.521] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:40.547] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:40.567] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:40.586] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:40.603] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:40.625] Finished benchmark
## INFO [12:14:40.712] Result of batch 50:
## INFO [12:14:40.714] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:40.714] 112 0.6526438 24 0.5 847d06fe-e5f2-4c46-bf75-0cb04108aa60
## INFO [12:14:40.718] Evaluating 1 configuration(s)
## INFO [12:14:40.733] Benchmark with 10 resampling iterations
## INFO [12:14:40.740] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:40.758] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:40.778] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:40.808] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:40.831] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:40.849] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:40.869] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:40.887] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:40.905] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:40.926] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:40.948] Finished benchmark
## INFO [12:14:41.012] Result of batch 51:
## INFO [12:14:41.013] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:41.013] 105 0.9792327 9 0.5 13c31940-d404-4310-b258-c1c4b4d93821
## INFO [12:14:41.017] Evaluating 1 configuration(s)
## INFO [12:14:41.042] Benchmark with 10 resampling iterations
## INFO [12:14:41.055] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:41.084] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:41.119] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:41.148] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:41.201] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:41.238] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:41.260] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:41.286] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:41.317] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:41.357] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:41.383] Finished benchmark
## INFO [12:14:41.487] Result of batch 52:
## INFO [12:14:41.491] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:41.491] 145 0.1899581 9 0.5 2ff3d8e7-b23b-4219-bc1d-4d6e16e9f7d8
## INFO [12:14:41.501] Evaluating 1 configuration(s)
## INFO [12:14:41.555] Benchmark with 10 resampling iterations
## INFO [12:14:41.569] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:41.603] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:41.631] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:41.660] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:41.679] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:41.698] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:41.715] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:41.734] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:41.752] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:41.773] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:41.792] Finished benchmark
## INFO [12:14:41.863] Result of batch 53:
## INFO [12:14:41.865] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:41.865] 42 0.8948276 23 0.5 bee6d69a-e732-463c-9577-39c116033339
## INFO [12:14:41.868] Evaluating 1 configuration(s)
## INFO [12:14:41.881] Benchmark with 10 resampling iterations
## INFO [12:14:41.888] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:41.907] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:41.956] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:42.010] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:42.059] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:42.108] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:42.131] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:42.169] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:42.188] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:42.209] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:42.245] Finished benchmark
## INFO [12:14:42.307] Result of batch 54:
## INFO [12:14:42.309] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:42.309] 47 0.001724542 13 0.7175652 70e54ad7-575c-45d7-b1d7-225121f5c2f4
## INFO [12:14:42.313] Evaluating 1 configuration(s)
## INFO [12:14:42.330] Benchmark with 10 resampling iterations
## INFO [12:14:42.344] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:42.363] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:42.382] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:42.401] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:42.422] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:42.471] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:42.524] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:42.609] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:42.636] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:42.664] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:42.688] Finished benchmark
## INFO [12:14:42.772] Result of batch 55:
## INFO [12:14:42.773] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:42.773] 41 0.8692768 14 0.5 7ab39f0e-ae7c-4530-ad23-d65e3903ee65
## INFO [12:14:42.779] Evaluating 1 configuration(s)
## INFO [12:14:42.797] Benchmark with 10 resampling iterations
## INFO [12:14:42.807] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:42.851] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:42.899] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:42.946] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:42.967] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:42.988] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:43.016] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:43.046] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:43.091] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:43.130] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:43.149] Finished benchmark
## INFO [12:14:43.230] Result of batch 56:
## INFO [12:14:43.231] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:43.231] 140 0.05565394 24 0.5987632 8fa8d50f-33f2-414f-a9bb-08fb74d93603
## INFO [12:14:43.240] Evaluating 1 configuration(s)
## INFO [12:14:43.281] Benchmark with 10 resampling iterations
## INFO [12:14:43.299] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:43.348] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:43.378] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:43.398] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:43.417] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:43.462] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:43.496] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:43.533] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:43.559] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:43.583] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:43.607] Finished benchmark
## INFO [12:14:43.693] Result of batch 57:
## INFO [12:14:43.695] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:43.695] 135 0.64585 18 0.5 664afc2f-7110-4f3e-9f7f-74e76922beaf
## INFO [12:14:43.701] Evaluating 1 configuration(s)
## INFO [12:14:43.718] Benchmark with 10 resampling iterations
## INFO [12:14:43.728] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:43.749] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:43.771] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:43.794] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:43.825] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:43.864] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:43.894] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:43.913] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:43.938] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:43.961] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:43.984] Finished benchmark
## INFO [12:14:44.066] Result of batch 58:
## INFO [12:14:44.071] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:44.071] 128 0.4707695 8 0.5 59359aca-89cf-4b18-966a-72709ee88825
## INFO [12:14:44.078] Evaluating 1 configuration(s)
## INFO [12:14:44.107] Benchmark with 10 resampling iterations
## INFO [12:14:44.116] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:44.144] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:44.168] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:44.202] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:44.233] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:44.261] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:44.281] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:44.302] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:44.323] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:44.341] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:44.360] Finished benchmark
## INFO [12:14:44.425] Result of batch 59:
## INFO [12:14:44.427] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:44.427] 58 0.8025613 11 0.5 ae9e413c-ca79-4ca8-b71d-aa1e636ee310
## INFO [12:14:44.431] Evaluating 1 configuration(s)
## INFO [12:14:44.450] Benchmark with 10 resampling iterations
## INFO [12:14:44.460] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:44.481] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:44.513] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:44.544] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:44.568] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:44.585] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:44.603] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:44.624] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:44.643] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:44.662] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:44.711] Finished benchmark
## INFO [12:14:44.782] Result of batch 60:
## INFO [12:14:44.783] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:44.783] 33 0.8594897 18 0.5 9d2ae9d7-3311-4086-99ee-fc89fe5fd60b
## INFO [12:14:44.788] Evaluating 1 configuration(s)
## INFO [12:14:44.803] Benchmark with 10 resampling iterations
## INFO [12:14:44.810] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:44.846] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:44.874] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:44.894] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:44.914] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:44.934] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:44.953] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:44.972] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:44.992] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:45.012] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:45.033] Finished benchmark
## INFO [12:14:45.103] Result of batch 61:
## INFO [12:14:45.104] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:45.104] 70 0.1075999 14 0.5 0712f7d6-7b23-40ec-b637-796ab343a510
## INFO [12:14:45.119] Evaluating 1 configuration(s)
## INFO [12:14:45.144] Benchmark with 10 resampling iterations
## INFO [12:14:45.157] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:45.186] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:45.206] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:45.226] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:45.246] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:45.275] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:45.296] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:45.317] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:45.340] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:45.361] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:45.382] Finished benchmark
## INFO [12:14:45.481] Result of batch 62:
## INFO [12:14:45.484] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:45.484] 53 0.5880822 19 0.5 93d56e50-2616-4ad0-8023-07df1f6e20f9
## INFO [12:14:45.491] Evaluating 1 configuration(s)
## INFO [12:14:45.510] Benchmark with 10 resampling iterations
## INFO [12:14:45.517] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:45.537] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:45.554] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:45.573] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:45.594] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:45.612] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:45.631] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:45.655] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:45.677] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:45.696] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:45.717] Finished benchmark
## INFO [12:14:45.825] Result of batch 63:
## INFO [12:14:45.826] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:45.826] 110 0.5689892 23 0.5 00618b37-98c8-4886-a5ff-6381c2f91f36
## INFO [12:14:45.830] Evaluating 1 configuration(s)
## INFO [12:14:45.858] Benchmark with 10 resampling iterations
## INFO [12:14:45.868] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:45.895] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:45.935] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:45.973] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:45.992] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:46.027] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:46.071] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:46.104] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:46.125] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:46.159] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:46.203] Finished benchmark
## INFO [12:14:46.279] Result of batch 64:
## INFO [12:14:46.280] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:46.280] 87 0.6455137 10 0.5 f06e6846-6a03-4804-af2e-b00c649c34ab
## INFO [12:14:46.284] Evaluating 1 configuration(s)
## INFO [12:14:46.298] Benchmark with 10 resampling iterations
## INFO [12:14:46.305] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:46.337] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:46.384] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:46.436] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:46.490] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:46.540] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:46.592] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:46.657] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:46.738] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:46.775] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:46.796] Finished benchmark
## INFO [12:14:46.858] Result of batch 65:
## INFO [12:14:46.860] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:46.860] 82 0.3895052 30 0.5 67d46877-b3bc-4eb8-9488-dac5affa406e
## INFO [12:14:46.863] Evaluating 1 configuration(s)
## INFO [12:14:46.877] Benchmark with 10 resampling iterations
## INFO [12:14:46.884] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:46.903] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:46.921] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:46.939] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:46.957] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:46.984] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:47.012] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:47.036] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:47.054] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:47.072] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:47.091] Finished benchmark
## INFO [12:14:47.153] Result of batch 66:
## INFO [12:14:47.154] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:47.154] 30 0.2097572 3 0.5 aabe01b2-2b26-4ae5-a975-5d8c78d15de5
## INFO [12:14:47.158] Evaluating 1 configuration(s)
## INFO [12:14:47.173] Benchmark with 10 resampling iterations
## INFO [12:14:47.180] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:47.198] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:47.217] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:47.246] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:47.274] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:47.300] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:47.318] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:47.335] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:47.353] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:47.371] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:47.390] Finished benchmark
## INFO [12:14:47.458] Result of batch 67:
## INFO [12:14:47.460] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:47.460] 17 0.2935098 16 0.5 6161acd1-65d8-4283-960b-ee49f3ed2abd
## INFO [12:14:47.464] Evaluating 1 configuration(s)
## INFO [12:14:47.478] Benchmark with 10 resampling iterations
## INFO [12:14:47.485] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:47.516] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:47.544] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:47.570] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:47.588] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:47.608] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:47.626] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:47.645] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:47.664] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:47.685] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:47.706] Finished benchmark
## INFO [12:14:47.769] Result of batch 68:
## INFO [12:14:47.770] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:47.770] 71 0.09294521 23 0.5 3abea41d-eeca-462e-9089-de510e03f812
## INFO [12:14:47.784] Evaluating 1 configuration(s)
## INFO [12:14:47.806] Benchmark with 10 resampling iterations
## INFO [12:14:47.817] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:47.839] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:47.857] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:47.875] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:47.893] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:47.911] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:47.930] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:47.951] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:47.971] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:47.990] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:48.010] Finished benchmark
## INFO [12:14:48.097] Result of batch 69:
## INFO [12:14:48.099] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:48.099] 126 0.4742282 27 0.5 55a8d4db-1846-4db0-be4f-90f319b10cc8
## INFO [12:14:48.102] Evaluating 1 configuration(s)
## INFO [12:14:48.117] Benchmark with 10 resampling iterations
## INFO [12:14:48.123] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:48.143] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:48.162] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:48.181] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:48.201] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:48.240] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:48.270] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:48.291] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:48.312] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:48.342] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:48.372] Finished benchmark
## INFO [12:14:48.436] Result of batch 70:
## INFO [12:14:48.437] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:48.437] 123 0.604658 13 0.5 4831bc6e-189d-422c-a76e-99de5d080dc0
## INFO [12:14:48.441] Evaluating 1 configuration(s)
## INFO [12:14:48.454] Benchmark with 10 resampling iterations
## INFO [12:14:48.461] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:48.479] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:48.498] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:48.516] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:48.535] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:48.554] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:48.574] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:48.609] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:48.652] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:48.684] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:48.704] Finished benchmark
## INFO [12:14:48.769] Result of batch 71:
## INFO [12:14:48.771] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:48.771] 68 0.293544 15 0.5 78dedb9c-b987-4f4c-b9bc-a665368a65a7
## INFO [12:14:48.774] Evaluating 1 configuration(s)
## INFO [12:14:48.789] Benchmark with 10 resampling iterations
## INFO [12:14:48.797] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:48.816] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:48.834] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:48.852] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:48.882] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:48.911] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:48.934] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:48.954] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:48.972] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:48.991] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:49.010] Finished benchmark
## INFO [12:14:49.073] Result of batch 72:
## INFO [12:14:49.075] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:49.075] 77 0.6456295 15 0.5 49d33833-d543-4719-b648-8bc20f4edb7d
## INFO [12:14:49.078] Evaluating 1 configuration(s)
## INFO [12:14:49.092] Benchmark with 10 resampling iterations
## INFO [12:14:49.099] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:49.127] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:49.157] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:49.184] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:49.202] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:49.221] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:49.240] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:49.262] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:49.280] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:49.300] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:49.320] Finished benchmark
## INFO [12:14:49.423] Result of batch 73:
## INFO [12:14:49.426] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:49.426] 98 0.7115804 20 0.5 282f14cc-8d9a-483a-bd8f-bd130e888570
## INFO [12:14:49.432] Evaluating 1 configuration(s)
## INFO [12:14:49.455] Benchmark with 10 resampling iterations
## INFO [12:14:49.467] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:49.493] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:49.511] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:49.529] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:49.549] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:49.568] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:49.585] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:49.603] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:49.622] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:49.640] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:49.660] Finished benchmark
## INFO [12:14:49.748] Result of batch 74:
## INFO [12:14:49.750] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:49.750] 115 0.4198497 15 0.5 354349eb-99f9-4a1f-9774-5988502a8c04
## INFO [12:14:49.756] Evaluating 1 configuration(s)
## INFO [12:14:49.778] Benchmark with 10 resampling iterations
## INFO [12:14:49.786] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:49.804] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:49.822] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:49.839] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:49.858] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:49.876] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:49.897] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:49.918] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:49.938] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:49.957] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:49.982] Finished benchmark
## INFO [12:14:50.082] Result of batch 75:
## INFO [12:14:50.084] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:50.084] 85 0.587917 23 0.5 850cca92-d454-4f7c-a963-0f8c66bc1be6
## INFO [12:14:50.089] Evaluating 1 configuration(s)
## INFO [12:14:50.102] Benchmark with 10 resampling iterations
## INFO [12:14:50.110] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:50.130] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:50.149] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:50.169] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:50.188] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:50.207] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:50.225] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:50.243] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:50.262] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:50.290] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:50.320] Finished benchmark
## INFO [12:14:50.395] Result of batch 76:
## INFO [12:14:50.396] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:50.396] 136 0.5333843 21 0.5 aaeece1c-0bb3-479b-8cc2-25de5a43fd8b
## INFO [12:14:50.400] Evaluating 1 configuration(s)
## INFO [12:14:50.413] Benchmark with 10 resampling iterations
## INFO [12:14:50.420] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:50.438] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:50.458] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:50.476] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:50.496] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:50.516] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:50.535] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:50.554] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:50.586] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:50.614] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:50.644] Finished benchmark
## INFO [12:14:50.710] Result of batch 77:
## INFO [12:14:50.712] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:50.712] 34 0.3068777 13 0.5 033cf646-28d8-4edb-ac20-301fecea53bc
## INFO [12:14:50.716] Evaluating 1 configuration(s)
## INFO [12:14:50.731] Benchmark with 10 resampling iterations
## INFO [12:14:50.738] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:50.756] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:50.775] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:50.794] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:50.812] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:50.830] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:50.858] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:50.886] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:50.913] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:50.935] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:50.954] Finished benchmark
## INFO [12:14:51.019] Result of batch 78:
## INFO [12:14:51.020] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:51.020] 42 0.8669769 10 0.5 9d7561e4-86a0-4130-b261-085ad619fac9
## INFO [12:14:51.024] Evaluating 1 configuration(s)
## INFO [12:14:51.038] Benchmark with 10 resampling iterations
## INFO [12:14:51.046] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:51.064] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:51.082] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:51.100] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:51.119] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:51.155] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:51.183] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:51.208] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:51.226] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:51.244] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:51.265] Finished benchmark
## INFO [12:14:51.327] Result of batch 79:
## INFO [12:14:51.329] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:51.329] 102 0.09558486 1 0.5 eba5deb9-9b26-49dc-b97e-a8fd3740a9ce
## INFO [12:14:51.334] Evaluating 1 configuration(s)
## INFO [12:14:51.348] Benchmark with 10 resampling iterations
## INFO [12:14:51.355] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:51.372] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:51.390] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:51.426] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:51.455] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:51.485] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:51.506] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:51.524] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:51.542] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:51.560] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:51.582] Finished benchmark
## INFO [12:14:51.647] Result of batch 80:
## INFO [12:14:51.649] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:51.649] 131 0.4481721 20 0.5 ea580432-c8e5-4f86-8e02-560fd6d5db46
## INFO [12:14:51.653] Evaluating 1 configuration(s)
## INFO [12:14:51.669] Benchmark with 10 resampling iterations
## INFO [12:14:51.676] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:51.711] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:51.740] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:51.767] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:51.786] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:51.804] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:51.822] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:51.841] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:51.860] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:51.879] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:51.898] Finished benchmark
## INFO [12:14:51.968] Result of batch 81:
## INFO [12:14:51.970] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:51.970] 29 0.7283254 28 0.5 dd809571-b293-4fa6-8428-44dcddaa862a
## INFO [12:14:51.976] Evaluating 1 configuration(s)
## INFO [12:14:51.998] Benchmark with 10 resampling iterations
## INFO [12:14:52.011] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:52.037] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:52.055] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:52.074] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:52.093] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:52.112] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:52.133] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:52.152] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:52.171] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:52.191] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:52.212] Finished benchmark
## INFO [12:14:52.309] Result of batch 82:
## INFO [12:14:52.312] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:52.312] 17 0.9874595 20 0.5 4d1734c1-7c0b-4723-8e06-b22d0bfad761
## INFO [12:14:52.318] Evaluating 1 configuration(s)
## INFO [12:14:52.333] Benchmark with 10 resampling iterations
## INFO [12:14:52.339] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:52.358] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:52.378] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:52.398] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:52.418] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:52.439] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:52.459] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:52.478] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:52.497] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:52.528] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:52.561] Finished benchmark
## INFO [12:14:52.637] Result of batch 83:
## INFO [12:14:52.638] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:52.638] 110 0.0541557 2 0.6195501 5ccacf4b-85a3-4db8-a58b-c8b7f477a6b6
## INFO [12:14:52.644] Evaluating 1 configuration(s)
## INFO [12:14:52.658] Benchmark with 10 resampling iterations
## INFO [12:14:52.665] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:52.686] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:52.705] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:52.724] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:52.743] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:52.761] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:52.779] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:52.815] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:52.842] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:52.868] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:52.888] Finished benchmark
## INFO [12:14:52.950] Result of batch 84:
## INFO [12:14:52.951] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:52.951] 89 0.6009574 20 0.5 0b1268f4-48aa-4715-9546-34ec7497cabd
## INFO [12:14:52.955] Evaluating 1 configuration(s)
## INFO [12:14:52.969] Benchmark with 10 resampling iterations
## INFO [12:14:52.976] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:52.995] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:53.013] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:53.031] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:53.058] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:53.086] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:53.114] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:53.138] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:53.158] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:53.176] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:53.197] Finished benchmark
## INFO [12:14:53.265] Result of batch 85:
## INFO [12:14:53.267] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:53.267] 50 0.09960356 3 0.5 1bfc4873-3420-4018-a278-92bd9751d684
## INFO [12:14:53.270] Evaluating 1 configuration(s)
## INFO [12:14:53.286] Benchmark with 10 resampling iterations
## INFO [12:14:53.293] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:53.311] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:53.343] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:53.370] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:53.397] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:53.416] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:53.433] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:53.451] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:53.472] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:53.490] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:53.510] Finished benchmark
## INFO [12:14:53.574] Result of batch 86:
## INFO [12:14:53.576] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:53.576] 106 0.5649472 20 0.5 90ed4f9a-4d21-4a21-806f-2bc710ec7bb8
## INFO [12:14:53.580] Evaluating 1 configuration(s)
## INFO [12:14:53.610] Benchmark with 10 resampling iterations
## INFO [12:14:53.622] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:53.653] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:53.673] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:53.694] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:53.713] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:53.732] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:53.751] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:53.769] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:53.790] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:53.807] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:53.826] Finished benchmark
## INFO [12:14:53.922] Result of batch 87:
## INFO [12:14:53.925] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:53.925] 28 0.7215036 26 0.5 687eab40-fa76-4f97-bd50-dcc1ddc394c3
## INFO [12:14:53.929] Evaluating 1 configuration(s)
## INFO [12:14:53.942] Benchmark with 10 resampling iterations
## INFO [12:14:53.950] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:53.971] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:53.991] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:54.011] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:54.032] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:54.052] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:54.072] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:54.092] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:54.123] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:54.155] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:54.186] Finished benchmark
## INFO [12:14:54.249] Result of batch 88:
## INFO [12:14:54.251] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:54.251] 64 0.04745279 16 0.6737781 d1c94c42-6a55-4ee3-a837-958e40289245
## INFO [12:14:54.255] Evaluating 1 configuration(s)
## INFO [12:14:54.272] Benchmark with 10 resampling iterations
## INFO [12:14:54.286] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:54.305] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:54.323] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:54.342] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:54.360] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:54.378] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:54.413] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:54.446] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:54.480] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:54.502] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:54.534] Finished benchmark
## INFO [12:14:54.610] Result of batch 89:
## INFO [12:14:54.612] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:54.612] 69 0.177747 16 0.5 7d40ad04-67e8-447f-816f-8db78dec14c2
## INFO [12:14:54.616] Evaluating 1 configuration(s)
## INFO [12:14:54.631] Benchmark with 10 resampling iterations
## INFO [12:14:54.638] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:54.656] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:54.675] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:54.728] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:54.756] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:54.788] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:54.811] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:54.836] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:54.859] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:54.878] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:54.899] Finished benchmark
## INFO [12:14:54.965] Result of batch 90:
## INFO [12:14:54.967] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:54.967] 97 0.6389194 20 0.5 cdc9882f-9132-41b4-9b51-4e7ec6e3ac81
## INFO [12:14:54.971] Evaluating 1 configuration(s)
## INFO [12:14:55.019] Benchmark with 10 resampling iterations
## INFO [12:14:55.031] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:55.059] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:55.089] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:55.117] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:55.148] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:55.171] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:55.192] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:55.211] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:55.230] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:55.258] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:55.280] Finished benchmark
## INFO [12:14:55.363] Result of batch 91:
## INFO [12:14:55.366] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:55.366] 150 0.1648435 21 0.5 ca521bba-1d84-4822-88bb-842348fb0189
## INFO [12:14:55.372] Evaluating 1 configuration(s)
## INFO [12:14:55.393] Benchmark with 10 resampling iterations
## INFO [12:14:55.404] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:55.431] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:55.449] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:55.468] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:55.486] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:55.504] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:55.523] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:55.542] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:55.562] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:55.583] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:55.602] Finished benchmark
## INFO [12:14:55.726] Result of batch 92:
## INFO [12:14:55.728] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:55.728] 94 0.7983141 9 0.5 ef30c405-3486-4e5a-aa87-b768750b3ebc
## INFO [12:14:55.735] Evaluating 1 configuration(s)
## INFO [12:14:55.752] Benchmark with 10 resampling iterations
## INFO [12:14:55.759] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:55.779] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:55.798] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:55.818] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:55.837] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:55.857] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:55.877] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:55.896] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:55.916] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:55.947] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:55.978] Finished benchmark
## INFO [12:14:56.060] Result of batch 93:
## INFO [12:14:56.061] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:56.061] 79 0.1975216 17 0.5 0e496095-0988-4f41-832b-3b885c97d8c1
## INFO [12:14:56.065] Evaluating 1 configuration(s)
## INFO [12:14:56.079] Benchmark with 10 resampling iterations
## INFO [12:14:56.087] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:56.105] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:56.125] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:56.146] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:56.166] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:56.185] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:56.203] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:56.233] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:56.265] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:56.296] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:56.329] Finished benchmark
## INFO [12:14:56.400] Result of batch 94:
## INFO [12:14:56.402] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:56.402] 136 0.8161663 17 0.5 38fd831a-cf21-4cb5-b7d0-d235a335da35
## INFO [12:14:56.407] Evaluating 1 configuration(s)
## INFO [12:14:56.422] Benchmark with 10 resampling iterations
## INFO [12:14:56.430] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:56.450] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:56.471] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:56.492] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:56.512] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:56.549] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:56.580] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:56.610] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:56.640] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:56.663] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:56.687] Finished benchmark
## INFO [12:14:56.758] Result of batch 95:
## INFO [12:14:56.759] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:56.759] 18 0.1682226 4 0.5 737242bb-514e-40c8-a396-38a26c530113
## INFO [12:14:56.764] Evaluating 1 configuration(s)
## INFO [12:14:56.778] Benchmark with 10 resampling iterations
## INFO [12:14:56.785] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:56.804] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:56.823] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:56.853] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:56.881] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:56.909] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:56.936] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:56.955] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:56.975] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:56.993] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:57.012] Finished benchmark
## INFO [12:14:57.080] Result of batch 96:
## INFO [12:14:57.082] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:57.082] 92 0.3911974 11 0.5 9a0f0eaf-4290-471c-9b58-c33667f2bc71
## INFO [12:14:57.086] Evaluating 1 configuration(s)
## INFO [12:14:57.100] Benchmark with 10 resampling iterations
## INFO [12:14:57.108] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:57.144] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:57.173] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:57.204] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:57.237] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:57.255] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:57.274] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:57.291] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:57.311] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:57.329] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:57.351] Finished benchmark
## INFO [12:14:57.427] Result of batch 97:
## INFO [12:14:57.429] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:57.429] 56 0.6183124 13 0.5 f05e506f-d02f-44f8-b15e-c23a1bc9fb26
## INFO [12:14:57.436] Evaluating 1 configuration(s)
## INFO [12:14:57.461] Benchmark with 10 resampling iterations
## INFO [12:14:57.473] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:57.502] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:57.527] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:57.548] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:57.567] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:57.586] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:57.604] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:57.623] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:57.642] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:57.660] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:57.681] Finished benchmark
## INFO [12:14:57.783] Result of batch 98:
## INFO [12:14:57.785] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:57.785] 37 0.6989528 19 0.5 dffed16d-4033-41da-8cee-9c5c61b679e2
## INFO [12:14:57.791] Evaluating 1 configuration(s)
## INFO [12:14:57.809] Benchmark with 10 resampling iterations
## INFO [12:14:57.816] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:57.834] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:57.852] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:57.872] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:57.892] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:57.911] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:57.930] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:57.949] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:57.967] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:58.006] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:58.037] Finished benchmark
## INFO [12:14:58.118] Result of batch 99:
## INFO [12:14:58.120] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:58.120] 25 0.7520508 20 0.5 8728024c-b71b-47d6-bb19-05a1f8aa3d87
## INFO [12:14:58.124] Evaluating 1 configuration(s)
## INFO [12:14:58.140] Benchmark with 10 resampling iterations
## INFO [12:14:58.148] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:14:58.166] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:14:58.185] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:14:58.205] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:14:58.225] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:14:58.244] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:14:58.277] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:14:58.306] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:58.335] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:14:58.361] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:14:58.381] Finished benchmark
## INFO [12:14:58.448] Result of batch 100:
## INFO [12:14:58.450] minsplit cp maxdepth classif.auc uhash
## INFO [12:14:58.450] 110 0.6910678 8 0.5 7278f20d-708a-46a4-986c-a584944b0e77
## INFO [12:14:58.458] Finished optimizing after 100 evaluation(s)
## INFO [12:14:58.459] Result:
## INFO [12:14:58.460] minsplit cp maxdepth learner_param_vals x_domain classif.auc
## INFO [12:14:58.460] 47 0.001724542 13 <list[4]> <list[3]> 0.7175652
## INFO [12:14:58.495] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:14:58.516] Applying learner 'chimerge.classif.log_reg' on task 'credit' (iter 3/10)
## [INFO] creating woe binning ...
## [INFO] converting into woe values ...
## [INFO] converting into woe values ...
## INFO [12:15:02.794] Applying learner 'chimerge.classif.log_reg' on task 'credit' (iter 10/10)
## [INFO] creating woe binning ...
## [INFO] converting into woe values ...
## [INFO] converting into woe values ...
## INFO [12:15:07.232] Applying learner 'classif.rpart.tuned' on task 'credit' (iter 9/10)
## INFO [12:15:07.250] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals>'
## INFO [12:15:07.263] Evaluating 1 configuration(s)
## INFO [12:15:07.279] Benchmark with 10 resampling iterations
## INFO [12:15:07.293] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:07.315] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:07.334] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:07.376] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:07.421] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:07.459] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:07.478] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:07.504] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:07.523] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:07.542] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:07.566] Finished benchmark
## INFO [12:15:07.614] Result of batch 1:
## INFO [12:15:07.616] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:07.616] 32 0.4787511 25 0.5 b31805f1-9e60-4aca-b982-fbbeb2645d08
## INFO [12:15:07.620] Evaluating 1 configuration(s)
## INFO [12:15:07.633] Benchmark with 10 resampling iterations
## INFO [12:15:07.640] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:07.659] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:07.679] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:07.701] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:07.721] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:07.743] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:07.771] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:07.789] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:07.809] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:07.829] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:07.850] Finished benchmark
## INFO [12:15:07.904] Result of batch 2:
## INFO [12:15:07.905] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:07.905] 102 0.006545131 15 0.7173462 d01dd55b-d868-4b93-8035-c035f00224ba
## INFO [12:15:07.909] Evaluating 1 configuration(s)
## INFO [12:15:07.922] Benchmark with 10 resampling iterations
## INFO [12:15:07.929] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:07.951] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:07.969] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:07.998] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:08.016] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:08.034] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:08.051] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:08.071] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:08.089] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:08.105] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:08.124] Finished benchmark
## INFO [12:15:08.180] Result of batch 3:
## INFO [12:15:08.181] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:08.181] 150 0.76707 3 0.5 814f8557-d638-4a10-bd7b-f18995fe7ee7
## INFO [12:15:08.185] Evaluating 1 configuration(s)
## INFO [12:15:08.199] Benchmark with 10 resampling iterations
## INFO [12:15:08.206] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:08.233] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:08.250] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:08.270] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:08.288] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:08.309] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:08.327] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:08.345] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:08.365] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:08.385] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:08.406] Finished benchmark
## INFO [12:15:08.474] Result of batch 4:
## INFO [12:15:08.485] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:08.485] 123 0.3887318 3 0.5 a44d193f-0db6-4d30-9949-c0dd0f5dfbf7
## INFO [12:15:08.490] Evaluating 1 configuration(s)
## INFO [12:15:08.505] Benchmark with 10 resampling iterations
## INFO [12:15:08.513] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:08.536] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:08.557] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:08.583] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:08.605] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:08.625] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:08.644] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:08.663] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:08.689] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:08.713] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:08.737] Finished benchmark
## INFO [12:15:08.814] Result of batch 5:
## INFO [12:15:08.816] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:08.816] 102 0.5831361 4 0.5 d4f84974-2c33-4406-9765-57566beebdae
## INFO [12:15:08.822] Evaluating 1 configuration(s)
## INFO [12:15:08.839] Benchmark with 10 resampling iterations
## INFO [12:15:08.846] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:08.865] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:08.888] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:08.907] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:08.928] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:08.948] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:08.969] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:08.989] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:09.010] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:09.038] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:09.060] Finished benchmark
## INFO [12:15:09.110] Result of batch 6:
## INFO [12:15:09.112] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:09.112] 47 0.1971885 23 0.5 ad04674a-bd7f-43f8-be3a-3e7be349e652
## INFO [12:15:09.116] Evaluating 1 configuration(s)
## INFO [12:15:09.131] Benchmark with 10 resampling iterations
## INFO [12:15:09.138] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:09.155] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:09.173] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:09.190] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:09.208] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:09.227] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:09.254] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:09.271] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:09.289] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:09.307] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:09.326] Finished benchmark
## INFO [12:15:09.378] Result of batch 7:
## INFO [12:15:09.379] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:09.379] 129 0.3773058 5 0.5 33aac56e-59bc-4a17-81a0-1ca3c5302138
## INFO [12:15:09.383] Evaluating 1 configuration(s)
## INFO [12:15:09.403] Benchmark with 10 resampling iterations
## INFO [12:15:09.410] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:09.430] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:09.451] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:09.469] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:09.495] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:09.512] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:09.529] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:09.548] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:09.567] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:09.586] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:09.606] Finished benchmark
## INFO [12:15:09.661] Result of batch 8:
## INFO [12:15:09.662] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:09.662] 69 0.1562547 23 0.5 908d017e-d179-48e4-9187-f8160cb580d5
## INFO [12:15:09.667] Evaluating 1 configuration(s)
## INFO [12:15:09.684] Benchmark with 10 resampling iterations
## INFO [12:15:09.691] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:09.720] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:09.738] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:09.757] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:09.774] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:09.793] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:09.814] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:09.833] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:09.851] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:09.871] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:09.890] Finished benchmark
## INFO [12:15:09.975] Result of batch 9:
## INFO [12:15:09.977] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:09.977] 99 0.6689306 14 0.5 aac92864-5269-4715-9024-2bbc89117738
## INFO [12:15:09.981] Evaluating 1 configuration(s)
## INFO [12:15:09.995] Benchmark with 10 resampling iterations
## INFO [12:15:10.001] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:10.020] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:10.037] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:10.055] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:10.075] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:10.094] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:10.116] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:10.140] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:10.158] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:10.177] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:10.197] Finished benchmark
## INFO [12:15:10.265] Result of batch 10:
## INFO [12:15:10.267] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:10.267] 61 0.7985184 14 0.5 ccf9e231-7d7e-4cb2-9b42-0973c58aa002
## INFO [12:15:10.270] Evaluating 1 configuration(s)
## INFO [12:15:10.283] Benchmark with 10 resampling iterations
## INFO [12:15:10.290] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:10.307] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:10.325] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:10.342] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:10.360] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:10.380] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:10.399] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:10.420] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:10.447] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:10.480] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:10.501] Finished benchmark
## INFO [12:15:10.567] Result of batch 11:
## INFO [12:15:10.568] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:10.568] 102 0.51489 14 0.5 1b2ded4e-d864-4463-a2bb-bd3c009c5f25
## INFO [12:15:10.573] Evaluating 1 configuration(s)
## INFO [12:15:10.586] Benchmark with 10 resampling iterations
## INFO [12:15:10.593] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:10.612] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:10.631] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:10.650] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:10.672] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:10.691] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:10.721] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:10.747] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:10.768] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:10.786] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:10.807] Finished benchmark
## INFO [12:15:10.863] Result of batch 12:
## INFO [12:15:10.864] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:10.864] 81 0.0553751 19 0.6316516 09937f32-999e-4250-85d2-d37ed455aad4
## INFO [12:15:10.868] Evaluating 1 configuration(s)
## INFO [12:15:10.881] Benchmark with 10 resampling iterations
## INFO [12:15:10.888] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:10.908] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:10.926] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:10.943] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:10.974] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:10.992] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:11.010] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:11.029] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:11.051] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:11.069] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:11.088] Finished benchmark
## INFO [12:15:11.145] Result of batch 13:
## INFO [12:15:11.148] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:11.148] 117 0.2105368 4 0.5 9e83a7ef-04d1-4af3-bf07-5b61801c99a2
## INFO [12:15:11.153] Evaluating 1 configuration(s)
## INFO [12:15:11.167] Benchmark with 10 resampling iterations
## INFO [12:15:11.173] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:11.203] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:11.222] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:11.240] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:11.260] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:11.278] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:11.298] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:11.315] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:11.333] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:11.353] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:11.375] Finished benchmark
## INFO [12:15:11.448] Result of batch 14:
## INFO [12:15:11.451] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:11.451] 11 0.2931358 4 0.5 b674bd2e-b07b-4821-aeca-0df39d937b11
## INFO [12:15:11.456] Evaluating 1 configuration(s)
## INFO [12:15:11.471] Benchmark with 10 resampling iterations
## INFO [12:15:11.477] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:11.497] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:11.515] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:11.533] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:11.551] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:11.570] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:11.588] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:11.606] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:11.624] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:11.646] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:11.667] Finished benchmark
## INFO [12:15:11.744] Result of batch 15:
## INFO [12:15:11.746] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:11.746] 119 0.4332957 13 0.5 980b26ce-f8ff-4886-91be-1c0cbfde7df6
## INFO [12:15:11.749] Evaluating 1 configuration(s)
## INFO [12:15:11.762] Benchmark with 10 resampling iterations
## INFO [12:15:11.769] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:11.788] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:11.806] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:11.825] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:11.845] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:11.863] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:11.881] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:11.901] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:11.933] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:11.953] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:11.973] Finished benchmark
## INFO [12:15:12.035] Result of batch 16:
## INFO [12:15:12.037] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:12.037] 121 0.52531 17 0.5 92081e25-948b-4196-bfe1-39e51da70484
## INFO [12:15:12.044] Evaluating 1 configuration(s)
## INFO [12:15:12.059] Benchmark with 10 resampling iterations
## INFO [12:15:12.066] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:12.084] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:12.102] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:12.122] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:12.141] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:12.173] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:12.193] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:12.211] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:12.231] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:12.249] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:12.271] Finished benchmark
## INFO [12:15:12.327] Result of batch 17:
## INFO [12:15:12.329] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:12.329] 123 0.7307423 4 0.5 9f93915f-805b-45e0-84e4-5251adab85d2
## INFO [12:15:12.333] Evaluating 1 configuration(s)
## INFO [12:15:12.347] Benchmark with 10 resampling iterations
## INFO [12:15:12.354] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:12.373] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:12.405] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:12.426] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:12.445] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:12.465] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:12.483] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:12.502] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:12.521] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:12.539] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:12.562] Finished benchmark
## INFO [12:15:12.630] Result of batch 18:
## INFO [12:15:12.632] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:12.632] 114 0.05431215 7 0.6316516 a7949456-7b03-4c4a-996c-9d005490b29f
## INFO [12:15:12.638] Evaluating 1 configuration(s)
## INFO [12:15:12.654] Benchmark with 10 resampling iterations
## INFO [12:15:12.661] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:12.684] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:12.703] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:12.722] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:12.742] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:12.761] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:12.780] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:12.798] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:12.819] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:12.838] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:12.872] Finished benchmark
## INFO [12:15:12.935] Result of batch 19:
## INFO [12:15:12.937] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:12.937] 104 0.8174582 12 0.5 cf3e0e20-3a0b-4b0a-a37e-cf00899b0290
## INFO [12:15:12.940] Evaluating 1 configuration(s)
## INFO [12:15:12.954] Benchmark with 10 resampling iterations
## INFO [12:15:12.961] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:12.982] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:12.999] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:13.017] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:13.035] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:13.055] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:13.073] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:13.102] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:13.122] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:13.143] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:13.162] Finished benchmark
## INFO [12:15:13.226] Result of batch 20:
## INFO [12:15:13.228] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:13.228] 12 0.9364838 19 0.5 6626f03c-4eb4-4deb-8bb8-98674d078053
## INFO [12:15:13.232] Evaluating 1 configuration(s)
## INFO [12:15:13.246] Benchmark with 10 resampling iterations
## INFO [12:15:13.252] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:13.271] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:13.290] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:13.308] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:13.339] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:13.358] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:13.376] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:13.394] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:13.411] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:13.429] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:13.450] Finished benchmark
## INFO [12:15:13.507] Result of batch 21:
## INFO [12:15:13.509] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:13.509] 40 0.6611613 10 0.5 cf9b74f9-5bc9-4250-aa3f-b8122713c513
## INFO [12:15:13.513] Evaluating 1 configuration(s)
## INFO [12:15:13.526] Benchmark with 10 resampling iterations
## INFO [12:15:13.542] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:13.563] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:13.583] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:13.601] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:13.620] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:13.640] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:13.659] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:13.680] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:13.700] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:13.721] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:13.740] Finished benchmark
## INFO [12:15:13.813] Result of batch 22:
## INFO [12:15:13.814] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:13.814] 116 0.7180043 28 0.5 6d6efc9d-b3d6-41cb-a55e-74ff39f96901
## INFO [12:15:13.818] Evaluating 1 configuration(s)
## INFO [12:15:13.831] Benchmark with 10 resampling iterations
## INFO [12:15:13.838] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:13.855] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:13.873] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:13.891] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:13.910] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:13.928] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:13.947] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:13.965] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:13.994] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:14.013] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:14.032] Finished benchmark
## INFO [12:15:14.086] Result of batch 23:
## INFO [12:15:14.087] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:14.087] 141 0.6502616 26 0.5 e6b2cdc2-9bda-4cfc-9c98-27eb4733cb6b
## INFO [12:15:14.091] Evaluating 1 configuration(s)
## INFO [12:15:14.104] Benchmark with 10 resampling iterations
## INFO [12:15:14.112] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:14.132] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:14.151] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:14.171] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:14.200] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:14.222] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:14.240] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:14.257] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:14.275] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:14.293] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:14.313] Finished benchmark
## INFO [12:15:14.369] Result of batch 24:
## INFO [12:15:14.371] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:14.371] 115 0.2468898 14 0.5 9998d695-d895-4651-afbb-3b876beec39f
## INFO [12:15:14.374] Evaluating 1 configuration(s)
## INFO [12:15:14.388] Benchmark with 10 resampling iterations
## INFO [12:15:14.395] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:14.425] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:14.443] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:14.462] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:14.482] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:14.499] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:14.517] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:14.535] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:14.552] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:14.571] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:14.593] Finished benchmark
## INFO [12:15:14.664] Result of batch 25:
## INFO [12:15:14.666] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:14.666] 39 0.9727633 15 0.5 92224082-1f49-4a94-9161-528c82df5ec9
## INFO [12:15:14.669] Evaluating 1 configuration(s)
## INFO [12:15:14.685] Benchmark with 10 resampling iterations
## INFO [12:15:14.691] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:14.712] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:14.729] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:14.747] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:14.766] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:14.785] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:14.804] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:14.823] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:14.878] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:14.903] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:14.922] Finished benchmark
## INFO [12:15:14.978] Result of batch 26:
## INFO [12:15:14.979] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:14.979] 3 0.2331303 16 0.5 e7f2818d-e56b-4240-93a2-8593cd1ff32d
## INFO [12:15:14.983] Evaluating 1 configuration(s)
## INFO [12:15:14.996] Benchmark with 10 resampling iterations
## INFO [12:15:15.003] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:15.023] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:15.041] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:15.059] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:15.078] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:15.108] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:15.136] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:15.156] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:15.174] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:15.192] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:15.212] Finished benchmark
## INFO [12:15:15.269] Result of batch 27:
## INFO [12:15:15.271] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:15.271] 137 0.1770662 27 0.5 bb070aa8-1fdc-4073-87c5-9628427d5b5f
## INFO [12:15:15.274] Evaluating 1 configuration(s)
## INFO [12:15:15.288] Benchmark with 10 resampling iterations
## INFO [12:15:15.296] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:15.314] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:15.344] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:15.370] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:15.392] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:15.411] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:15.430] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:15.449] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:15.466] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:15.486] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:15.505] Finished benchmark
## INFO [12:15:15.563] Result of batch 28:
## INFO [12:15:15.564] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:15.564] 59 0.3983919 5 0.5 a6d10356-93ba-4ebb-9f11-af737f41a4e0
## INFO [12:15:15.568] Evaluating 1 configuration(s)
## INFO [12:15:15.594] Benchmark with 10 resampling iterations
## INFO [12:15:15.605] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:15.629] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:15.649] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:15.666] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:15.685] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:15.703] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:15.720] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:15.738] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:15.755] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:15.774] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:15.794] Finished benchmark
## INFO [12:15:15.875] Result of batch 29:
## INFO [12:15:15.877] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:15.877] 7 0.5576516 21 0.5 8ce8b234-ca33-4ace-8c91-3b06271079fd
## INFO [12:15:15.880] Evaluating 1 configuration(s)
## INFO [12:15:15.893] Benchmark with 10 resampling iterations
## INFO [12:15:15.900] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:15.918] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:15.935] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:15.952] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:15.971] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:15.989] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:16.008] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:16.026] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:16.053] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:16.080] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:16.104] Finished benchmark
## INFO [12:15:16.162] Result of batch 30:
## INFO [12:15:16.164] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:16.164] 36 0.5017545 6 0.5 fcaa38a6-de0a-400c-abb6-fbea082d44b2
## INFO [12:15:16.168] Evaluating 1 configuration(s)
## INFO [12:15:16.183] Benchmark with 10 resampling iterations
## INFO [12:15:16.191] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:16.209] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:16.226] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:16.244] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:16.262] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:16.290] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:16.317] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:16.340] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:16.357] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:16.374] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:16.393] Finished benchmark
## INFO [12:15:16.447] Result of batch 31:
## INFO [12:15:16.449] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:16.449] 89 0.6232203 18 0.5 af8ea1a1-bddb-4668-bc6e-03965ab846ff
## INFO [12:15:16.452] Evaluating 1 configuration(s)
## INFO [12:15:16.466] Benchmark with 10 resampling iterations
## INFO [12:15:16.473] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:16.493] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:16.521] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:16.548] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:16.568] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:16.586] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:16.603] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:16.621] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:16.640] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:16.657] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:16.678] Finished benchmark
## INFO [12:15:16.741] Result of batch 32:
## INFO [12:15:16.753] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:16.753] 51 0.9128474 14 0.5 1428c252-b24a-4d25-b999-6d1b09fd93a7
## INFO [12:15:16.759] Evaluating 1 configuration(s)
## INFO [12:15:16.780] Benchmark with 10 resampling iterations
## INFO [12:15:16.791] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:16.814] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:16.832] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:16.849] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:16.867] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:16.885] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:16.904] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:16.922] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:16.942] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:16.960] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:16.990] Finished benchmark
## INFO [12:15:17.059] Result of batch 33:
## INFO [12:15:17.061] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:17.061] 128 0.1976953 6 0.5 9e22c52c-3595-42a0-adf6-e7fbd2ec504a
## INFO [12:15:17.064] Evaluating 1 configuration(s)
## INFO [12:15:17.078] Benchmark with 10 resampling iterations
## INFO [12:15:17.086] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:17.104] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:17.124] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:17.144] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:17.179] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:17.197] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:17.215] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:17.250] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:17.294] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:17.324] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:17.345] Finished benchmark
## INFO [12:15:17.401] Result of batch 34:
## INFO [12:15:17.402] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:17.402] 93 0.3371303 1 0.5 1d4f2440-b0a6-48e8-a983-a0b68a962bc7
## INFO [12:15:17.406] Evaluating 1 configuration(s)
## INFO [12:15:17.419] Benchmark with 10 resampling iterations
## INFO [12:15:17.426] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:17.445] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:17.467] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:17.499] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:17.527] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:17.550] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:17.569] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:17.589] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:17.607] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:17.626] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:17.661] Finished benchmark
## INFO [12:15:17.720] Result of batch 35:
## INFO [12:15:17.722] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:17.722] 81 0.3065631 25 0.5 565c9438-78cf-48d9-9dfc-04288a964658
## INFO [12:15:17.727] Evaluating 1 configuration(s)
## INFO [12:15:17.750] Benchmark with 10 resampling iterations
## INFO [12:15:17.762] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:17.788] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:17.807] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:17.825] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:17.843] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:17.860] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:17.878] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:17.897] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:17.915] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:17.935] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:17.956] Finished benchmark
## INFO [12:15:18.046] Result of batch 36:
## INFO [12:15:18.047] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:18.047] 44 0.7202717 12 0.5 14f61849-6c7f-42bf-852c-08fe0d8b57c8
## INFO [12:15:18.051] Evaluating 1 configuration(s)
## INFO [12:15:18.075] Benchmark with 10 resampling iterations
## INFO [12:15:18.082] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:18.100] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:18.118] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:18.138] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:18.156] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:18.176] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:18.194] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:18.225] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:18.253] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:18.274] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:18.295] Finished benchmark
## INFO [12:15:18.355] Result of batch 37:
## INFO [12:15:18.357] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:18.357] 68 0.5567992 10 0.5 6acf3b0f-3f1b-4b57-aa0a-9bea63c4d17b
## INFO [12:15:18.362] Evaluating 1 configuration(s)
## INFO [12:15:18.381] Benchmark with 10 resampling iterations
## INFO [12:15:18.395] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:18.422] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:18.448] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:18.476] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:18.503] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:18.525] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:18.542] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:18.560] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:18.577] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:18.595] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:18.615] Finished benchmark
## INFO [12:15:18.675] Result of batch 38:
## INFO [12:15:18.676] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:18.676] 135 0.2573763 14 0.5 20264d2c-79eb-4595-a342-c6a7fdfba967
## INFO [12:15:18.683] Evaluating 1 configuration(s)
## INFO [12:15:18.711] Benchmark with 10 resampling iterations
## INFO [12:15:18.722] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:18.744] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:18.762] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:18.781] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:18.800] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:18.820] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:18.839] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:18.858] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:18.882] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:18.912] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:18.952] Finished benchmark
## INFO [12:15:19.060] Result of batch 39:
## INFO [12:15:19.061] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:19.061] 129 0.3538064 23 0.5 a015ef26-ab61-4972-8ef6-99219496f26d
## INFO [12:15:19.066] Evaluating 1 configuration(s)
## INFO [12:15:19.079] Benchmark with 10 resampling iterations
## INFO [12:15:19.086] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:19.105] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:19.125] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:19.147] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:19.167] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:19.188] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:19.222] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:19.251] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:19.272] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:19.296] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:19.316] Finished benchmark
## INFO [12:15:19.372] Result of batch 40:
## INFO [12:15:19.374] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:19.374] 100 0.4742741 22 0.5 401e06b8-6e4a-40be-8da7-223afa824c1d
## INFO [12:15:19.378] Evaluating 1 configuration(s)
## INFO [12:15:19.391] Benchmark with 10 resampling iterations
## INFO [12:15:19.398] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:19.417] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:19.448] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:19.475] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:19.493] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:19.511] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:19.528] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:19.546] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:19.564] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:19.582] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:19.603] Finished benchmark
## INFO [12:15:19.691] Result of batch 41:
## INFO [12:15:19.693] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:19.693] 139 0.8520033 12 0.5 ccbff478-1b03-4242-ba7c-707fbacdafbf
## INFO [12:15:19.699] Evaluating 1 configuration(s)
## INFO [12:15:19.713] Benchmark with 10 resampling iterations
## INFO [12:15:19.721] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:19.744] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:19.762] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:19.780] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:19.799] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:19.823] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:19.845] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:19.864] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:19.923] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:19.952] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:19.982] Finished benchmark
## INFO [12:15:20.039] Result of batch 42:
## INFO [12:15:20.041] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:20.041] 84 0.9575512 4 0.5 e509c9b4-18af-462d-9d4f-1046af8963ac
## INFO [12:15:20.045] Evaluating 1 configuration(s)
## INFO [12:15:20.058] Benchmark with 10 resampling iterations
## INFO [12:15:20.065] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:20.083] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:20.101] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:20.119] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:20.138] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:20.170] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:20.199] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:20.228] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:20.247] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:20.267] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:20.287] Finished benchmark
## INFO [12:15:20.353] Result of batch 43:
## INFO [12:15:20.355] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:20.355] 37 0.7569625 3 0.5 dd5d03d1-f45a-42c1-baae-9da188128799
## INFO [12:15:20.360] Evaluating 1 configuration(s)
## INFO [12:15:20.376] Benchmark with 10 resampling iterations
## INFO [12:15:20.385] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:20.406] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:20.441] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:20.469] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:20.497] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:20.516] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:20.533] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:20.552] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:20.571] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:20.590] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:20.610] Finished benchmark
## INFO [12:15:20.680] Result of batch 44:
## INFO [12:15:20.682] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:20.682] 68 0.7393477 6 0.5 93c488fa-f440-4709-8e8c-9a32cb64e2ea
## INFO [12:15:20.688] Evaluating 1 configuration(s)
## INFO [12:15:20.712] Benchmark with 10 resampling iterations
## INFO [12:15:20.723] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:20.752] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:20.771] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:20.789] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:20.809] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:20.830] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:20.851] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:20.872] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:20.896] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:20.916] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:20.955] Finished benchmark
## INFO [12:15:21.044] Result of batch 45:
## INFO [12:15:21.046] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:21.046] 53 0.02170475 4 0.7223732 98149f4d-0806-456b-8371-e159b086da94
## INFO [12:15:21.051] Evaluating 1 configuration(s)
## INFO [12:15:21.066] Benchmark with 10 resampling iterations
## INFO [12:15:21.073] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:21.096] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:21.120] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:21.139] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:21.157] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:21.179] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:21.200] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:21.240] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:21.268] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:21.291] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:21.310] Finished benchmark
## INFO [12:15:21.370] Result of batch 46:
## INFO [12:15:21.371] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:21.371] 132 0.8087154 30 0.5 5e001a49-deba-4cc7-a9af-3ac6fd9718d8
## INFO [12:15:21.375] Evaluating 1 configuration(s)
## INFO [12:15:21.388] Benchmark with 10 resampling iterations
## INFO [12:15:21.395] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:21.414] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:21.432] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:21.462] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:21.500] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:21.528] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:21.548] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:21.566] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:21.585] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:21.605] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:21.625] Finished benchmark
## INFO [12:15:21.690] Result of batch 47:
## INFO [12:15:21.692] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:21.692] 117 0.1784389 22 0.5 62dbf22b-77c2-43d5-80b8-45b4e163218c
## INFO [12:15:21.695] Evaluating 1 configuration(s)
## INFO [12:15:21.723] Benchmark with 10 resampling iterations
## INFO [12:15:21.735] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:21.764] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:21.796] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:21.818] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:21.837] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:21.855] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:21.873] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:21.892] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:21.911] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:21.930] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:21.950] Finished benchmark
## INFO [12:15:22.055] Result of batch 48:
## INFO [12:15:22.057] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:22.057] 56 0.4025902 17 0.5 88efc335-d1c7-4d68-92fe-6231781413b2
## INFO [12:15:22.060] Evaluating 1 configuration(s)
## INFO [12:15:22.076] Benchmark with 10 resampling iterations
## INFO [12:15:22.084] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:22.108] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:22.132] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:22.152] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:22.171] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:22.191] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:22.214] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:22.249] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:22.280] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:22.308] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:22.328] Finished benchmark
## INFO [12:15:22.390] Result of batch 49:
## INFO [12:15:22.392] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:22.392] 131 0.6453292 29 0.5 04136ec0-306d-4c57-b839-8662c1f6e800
## INFO [12:15:22.396] Evaluating 1 configuration(s)
## INFO [12:15:22.410] Benchmark with 10 resampling iterations
## INFO [12:15:22.417] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:22.436] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:22.455] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:22.486] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:22.516] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:22.544] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:22.564] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:22.583] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:22.604] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:22.623] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:22.644] Finished benchmark
## INFO [12:15:22.708] Result of batch 50:
## INFO [12:15:22.710] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:22.710] 85 0.5339622 13 0.5 aa5295b8-9b20-4e63-9818-91a28a9c719c
## INFO [12:15:22.714] Evaluating 1 configuration(s)
## INFO [12:15:22.743] Benchmark with 10 resampling iterations
## INFO [12:15:22.757] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:22.787] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:22.807] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:22.826] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:22.844] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:22.863] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:22.881] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:22.900] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:22.918] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:22.937] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:22.970] Finished benchmark
## INFO [12:15:23.081] Result of batch 51:
## INFO [12:15:23.082] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:23.082] 107 0.7032412 13 0.5 44fdcaca-2d34-4e74-a99f-a05b5ae5401b
## INFO [12:15:23.089] Evaluating 1 configuration(s)
## INFO [12:15:23.110] Benchmark with 10 resampling iterations
## INFO [12:15:23.118] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:23.143] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:23.164] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:23.185] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:23.208] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:23.229] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:23.268] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:23.302] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:23.333] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:23.354] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:23.376] Finished benchmark
## INFO [12:15:23.446] Result of batch 52:
## INFO [12:15:23.447] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:23.447] 2 0.3860297 16 0.5 cdf021ca-f30f-47f4-9a0e-27bdfa756b12
## INFO [12:15:23.451] Evaluating 1 configuration(s)
## INFO [12:15:23.465] Benchmark with 10 resampling iterations
## INFO [12:15:23.473] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:23.493] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:23.537] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:23.580] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:23.615] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:23.634] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:23.652] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:23.670] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:23.690] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:23.709] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:23.729] Finished benchmark
## INFO [12:15:23.865] Result of batch 53:
## INFO [12:15:23.868] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:23.868] 16 0.6166485 25 0.5 033673a9-14fd-4ab7-85da-a26f2bbdbd38
## INFO [12:15:23.876] Evaluating 1 configuration(s)
## INFO [12:15:23.903] Benchmark with 10 resampling iterations
## INFO [12:15:23.914] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:23.946] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:23.965] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:23.986] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:24.006] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:24.028] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:24.050] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:24.073] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:24.110] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:24.143] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:24.174] Finished benchmark
## INFO [12:15:24.243] Result of batch 54:
## INFO [12:15:24.244] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:24.244] 15 0.04462824 29 0.6901337 6ec5c1d5-741b-4dea-8f5d-3ae1016447ab
## INFO [12:15:24.249] Evaluating 1 configuration(s)
## INFO [12:15:24.265] Benchmark with 10 resampling iterations
## INFO [12:15:24.272] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:24.293] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:24.315] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:24.336] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:24.377] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:24.406] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:24.429] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:24.448] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:24.467] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:24.485] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:24.506] Finished benchmark
## INFO [12:15:24.568] Result of batch 55:
## INFO [12:15:24.570] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:24.570] 47 0.6492417 9 0.5 67e31698-1feb-4455-9458-e46547eaae7e
## INFO [12:15:24.583] Evaluating 1 configuration(s)
## INFO [12:15:24.606] Benchmark with 10 resampling iterations
## INFO [12:15:24.617] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:24.646] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:24.663] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:24.683] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:24.702] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:24.720] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:24.738] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:24.757] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:24.775] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:24.803] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:24.834] Finished benchmark
## INFO [12:15:24.909] Result of batch 56:
## INFO [12:15:24.911] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:24.911] 125 0.9896223 21 0.5 82e2b3f6-e95e-4486-9f52-9163a9451d02
## INFO [12:15:24.915] Evaluating 1 configuration(s)
## INFO [12:15:24.928] Benchmark with 10 resampling iterations
## INFO [12:15:24.935] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:24.953] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:24.972] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:24.991] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:25.010] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:25.045] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:25.073] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:25.096] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:25.115] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:25.133] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:25.153] Finished benchmark
## INFO [12:15:25.216] Result of batch 57:
## INFO [12:15:25.217] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:25.217] 35 0.1016308 6 0.5 a4c30222-33b5-4a39-ba3b-371ca2d3d794
## INFO [12:15:25.222] Evaluating 1 configuration(s)
## INFO [12:15:25.236] Benchmark with 10 resampling iterations
## INFO [12:15:25.283] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:25.313] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:25.343] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:25.370] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:25.390] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:25.409] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:25.427] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:25.446] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:25.466] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:25.486] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:25.508] Finished benchmark
## INFO [12:15:25.601] Result of batch 58:
## INFO [12:15:25.604] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:25.604] 78 0.3060511 6 0.5 4b143dea-c294-4809-83e0-db82956b4d0c
## INFO [12:15:25.610] Evaluating 1 configuration(s)
## INFO [12:15:25.632] Benchmark with 10 resampling iterations
## INFO [12:15:25.640] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:25.659] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:25.677] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:25.695] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:25.714] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:25.732] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:25.751] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:25.769] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:25.801] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:25.830] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:25.860] Finished benchmark
## INFO [12:15:25.929] Result of batch 59:
## INFO [12:15:25.930] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:25.930] 110 0.7012591 26 0.5 6f6dd05f-4d15-49a8-9b4c-598ff9cb44d0
## INFO [12:15:25.934] Evaluating 1 configuration(s)
## INFO [12:15:25.948] Benchmark with 10 resampling iterations
## INFO [12:15:25.956] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:25.976] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:25.997] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:26.017] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:26.046] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:26.076] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:26.108] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:26.140] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:26.164] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:26.185] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:26.210] Finished benchmark
## INFO [12:15:26.285] Result of batch 60:
## INFO [12:15:26.288] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:26.288] 68 0.9137533 16 0.5 00bd3553-bba3-4be3-b6d4-2763cb4c2db4
## INFO [12:15:26.292] Evaluating 1 configuration(s)
## INFO [12:15:26.310] Benchmark with 10 resampling iterations
## INFO [12:15:26.319] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:26.356] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:26.387] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:26.417] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:26.444] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:26.464] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:26.484] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:26.504] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:26.525] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:26.546] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:26.567] Finished benchmark
## INFO [12:15:26.666] Result of batch 61:
## INFO [12:15:26.668] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:26.668] 138 0.8412989 13 0.5 9a289d3b-7395-445b-8013-2caec8a5976f
## INFO [12:15:26.677] Evaluating 1 configuration(s)
## INFO [12:15:26.712] Benchmark with 10 resampling iterations
## INFO [12:15:26.724] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:26.744] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:26.763] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:26.785] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:26.805] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:26.829] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:26.851] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:26.874] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:26.909] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:26.939] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:26.977] Finished benchmark
## INFO [12:15:27.095] Result of batch 62:
## INFO [12:15:27.098] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:27.098] 98 0.0337553 11 0.7166863 724c86a9-41ca-4c57-b4f7-02b7c654f89a
## INFO [12:15:27.108] Evaluating 1 configuration(s)
## INFO [12:15:27.148] Benchmark with 10 resampling iterations
## INFO [12:15:27.167] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:27.213] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:27.281] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:27.319] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:27.358] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:27.389] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:27.421] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:27.448] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:27.468] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:27.488] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:27.509] Finished benchmark
## INFO [12:15:27.577] Result of batch 63:
## INFO [12:15:27.579] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:27.579] 39 0.417373 14 0.5 13044c44-23da-4849-9ec6-fad117b24c8a
## INFO [12:15:27.585] Evaluating 1 configuration(s)
## INFO [12:15:27.611] Benchmark with 10 resampling iterations
## INFO [12:15:27.624] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:27.657] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:27.688] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:27.721] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:27.742] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:27.762] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:27.782] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:27.805] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:27.826] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:27.847] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:27.872] Finished benchmark
## INFO [12:15:27.986] Result of batch 64:
## INFO [12:15:27.988] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:27.988] 58 0.4024776 22 0.5 91ce97cc-849d-4c7e-aa77-8f920916c69e
## INFO [12:15:27.994] Evaluating 1 configuration(s)
## INFO [12:15:28.009] Benchmark with 10 resampling iterations
## INFO [12:15:28.016] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:28.035] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:28.055] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:28.075] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:28.094] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:28.113] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:28.136] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:28.176] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:28.209] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:28.243] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:28.272] Finished benchmark
## INFO [12:15:28.339] Result of batch 65:
## INFO [12:15:28.341] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:28.341] 52 0.8498773 29 0.5 6fac29d5-b922-47df-8372-fa6c06d333ae
## INFO [12:15:28.346] Evaluating 1 configuration(s)
## INFO [12:15:28.362] Benchmark with 10 resampling iterations
## INFO [12:15:28.371] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:28.392] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:28.428] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:28.462] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:28.495] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:28.526] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:28.550] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:28.572] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:28.592] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:28.612] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:28.635] Finished benchmark
## INFO [12:15:28.727] Result of batch 66:
## INFO [12:15:28.730] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:28.730] 50 0.238835 5 0.5 ec30e218-a591-4e1a-a187-fcfbe2a1955b
## INFO [12:15:28.738] Evaluating 1 configuration(s)
## INFO [12:15:28.764] Benchmark with 10 resampling iterations
## INFO [12:15:28.777] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:28.810] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:28.832] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:28.856] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:28.877] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:28.899] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:28.922] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:28.943] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:28.974] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:29.007] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:29.041] Finished benchmark
## INFO [12:15:29.126] Result of batch 67:
## INFO [12:15:29.128] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:29.128] 127 0.5624458 24 0.5 dec1f82c-1bd1-464b-b40f-2a90c61490a5
## INFO [12:15:29.134] Evaluating 1 configuration(s)
## INFO [12:15:29.149] Benchmark with 10 resampling iterations
## INFO [12:15:29.158] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:29.182] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:29.205] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:29.227] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:29.270] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:29.303] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:29.338] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:29.368] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:29.389] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:29.411] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:29.435] Finished benchmark
## INFO [12:15:29.517] Result of batch 68:
## INFO [12:15:29.520] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:29.520] 65 0.01926408 9 0.7212376 1d02df30-d764-4b39-a8ba-eb94c1c916ac
## INFO [12:15:29.529] Evaluating 1 configuration(s)
## INFO [12:15:29.563] Benchmark with 10 resampling iterations
## INFO [12:15:29.575] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:29.604] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:29.631] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:29.650] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:29.669] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:29.687] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:29.708] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:29.728] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:29.749] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:29.779] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:29.812] Finished benchmark
## INFO [12:15:29.934] Result of batch 69:
## INFO [12:15:29.936] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:29.936] 14 0.6244488 8 0.5 29c9f15b-f704-4b18-8218-ff3738f2792a
## INFO [12:15:29.940] Evaluating 1 configuration(s)
## INFO [12:15:29.954] Benchmark with 10 resampling iterations
## INFO [12:15:29.961] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:29.980] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:30.001] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:30.022] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:30.042] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:30.081] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:30.117] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:30.157] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:30.190] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:30.217] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:30.246] Finished benchmark
## INFO [12:15:30.344] Result of batch 70:
## INFO [12:15:30.346] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:30.346] 116 0.8298147 29 0.5 65d3de64-10ab-4f43-88ff-8269f1f2ac6e
## INFO [12:15:30.352] Evaluating 1 configuration(s)
## INFO [12:15:30.383] Benchmark with 10 resampling iterations
## INFO [12:15:30.396] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:30.429] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:30.459] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:30.484] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:30.503] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:30.523] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:30.542] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:30.562] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:30.581] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:30.605] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:30.652] Finished benchmark
## INFO [12:15:30.759] Result of batch 71:
## INFO [12:15:30.760] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:30.760] 136 0.03198223 14 0.7186824 9f0a9062-a831-4661-a583-470b0e682bb2
## INFO [12:15:30.765] Evaluating 1 configuration(s)
## INFO [12:15:30.778] Benchmark with 10 resampling iterations
## INFO [12:15:30.786] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:30.817] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:30.844] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:30.864] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:30.885] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:30.924] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:30.955] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:30.984] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:31.007] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:31.026] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:31.058] Finished benchmark
## INFO [12:15:31.146] Result of batch 72:
## INFO [12:15:31.148] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:31.148] 61 0.05848285 22 0.6306282 991ea032-2265-4641-8dcb-7de7ae771cef
## INFO [12:15:31.153] Evaluating 1 configuration(s)
## INFO [12:15:31.206] Benchmark with 10 resampling iterations
## INFO [12:15:31.224] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:31.265] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:31.297] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:31.326] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:31.348] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:31.366] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:31.391] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:31.415] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:31.442] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:31.464] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:31.488] Finished benchmark
## INFO [12:15:31.626] Result of batch 73:
## INFO [12:15:31.629] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:31.629] 44 0.6800564 9 0.5 8011537d-5eff-44bf-a0bf-0ca67bb9bd2d
## INFO [12:15:31.636] Evaluating 1 configuration(s)
## INFO [12:15:31.658] Benchmark with 10 resampling iterations
## INFO [12:15:31.665] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:31.688] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:31.708] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:31.729] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:31.749] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:31.769] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:31.791] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:31.828] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:31.858] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:31.889] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:31.925] Finished benchmark
## INFO [12:15:31.996] Result of batch 74:
## INFO [12:15:31.997] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:31.997] 129 0.2786244 11 0.5 446ef145-8a66-4b97-855f-4d083be43ac8
## INFO [12:15:32.001] Evaluating 1 configuration(s)
## INFO [12:15:32.017] Benchmark with 10 resampling iterations
## INFO [12:15:32.024] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:32.045] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:32.065] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:32.100] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:32.132] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:32.162] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:32.192] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:32.219] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:32.237] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:32.256] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:32.280] Finished benchmark
## INFO [12:15:32.349] Result of batch 75:
## INFO [12:15:32.360] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:32.360] 119 0.6449384 27 0.5 34325784-70ce-4fc2-a893-b4787808c1d8
## INFO [12:15:32.368] Evaluating 1 configuration(s)
## INFO [12:15:32.391] Benchmark with 10 resampling iterations
## INFO [12:15:32.404] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:32.434] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:32.463] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:32.486] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:32.505] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:32.527] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:32.547] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:32.567] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:32.587] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:32.607] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:32.647] Finished benchmark
## INFO [12:15:32.752] Result of batch 76:
## INFO [12:15:32.753] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:32.753] 54 0.3664552 13 0.5 ba9b0340-1a8f-4277-9d37-0c4273e780bf
## INFO [12:15:32.757] Evaluating 1 configuration(s)
## INFO [12:15:32.772] Benchmark with 10 resampling iterations
## INFO [12:15:32.780] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:32.800] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:32.820] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:32.839] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:32.859] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:32.889] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:32.923] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:32.955] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:32.987] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:33.016] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:33.040] Finished benchmark
## INFO [12:15:33.108] Result of batch 77:
## INFO [12:15:33.110] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:33.110] 74 0.1015704 27 0.5 90d33665-4f4b-46af-abb5-ffeed33221dc
## INFO [12:15:33.116] Evaluating 1 configuration(s)
## INFO [12:15:33.134] Benchmark with 10 resampling iterations
## INFO [12:15:33.141] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:33.177] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:33.209] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:33.241] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:33.273] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:33.301] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:33.320] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:33.342] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:33.364] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:33.384] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:33.405] Finished benchmark
## INFO [12:15:33.511] Result of batch 78:
## INFO [12:15:33.515] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:33.515] 39 0.2376809 7 0.5 d92f4189-c92b-4b0f-960a-5c282a333b0e
## INFO [12:15:33.521] Evaluating 1 configuration(s)
## INFO [12:15:33.547] Benchmark with 10 resampling iterations
## INFO [12:15:33.558] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:33.583] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:33.603] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:33.623] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:33.646] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:33.665] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:33.688] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:33.723] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:33.754] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:33.785] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:33.818] Finished benchmark
## INFO [12:15:33.891] Result of batch 79:
## INFO [12:15:33.892] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:33.892] 15 0.1552867 1 0.5 a508f813-e48e-4f35-b0d4-42b3f1a325b3
## INFO [12:15:33.898] Evaluating 1 configuration(s)
## INFO [12:15:33.914] Benchmark with 10 resampling iterations
## INFO [12:15:33.921] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:33.943] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:33.963] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:34.000] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:34.031] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:34.064] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:34.095] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:34.119] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:34.159] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:34.189] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:34.216] Finished benchmark
## INFO [12:15:34.310] Result of batch 80:
## INFO [12:15:34.312] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:34.312] 57 0.4615172 16 0.5 09c5b23a-03eb-4524-9453-7d649aa76466
## INFO [12:15:34.319] Evaluating 1 configuration(s)
## INFO [12:15:34.343] Benchmark with 10 resampling iterations
## INFO [12:15:34.356] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:34.387] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:34.413] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:34.436] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:34.461] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:34.492] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:34.511] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:34.530] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:34.559] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:34.590] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:34.622] Finished benchmark
## INFO [12:15:34.707] Result of batch 81:
## INFO [12:15:34.708] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:34.708] 139 0.4207039 8 0.5 ff79dfbc-aa9d-4688-adf3-8c81eeb7aacc
## INFO [12:15:34.712] Evaluating 1 configuration(s)
## INFO [12:15:34.727] Benchmark with 10 resampling iterations
## INFO [12:15:34.734] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:34.754] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:34.772] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:34.792] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:34.834] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:34.863] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:34.893] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:34.920] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:34.938] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:34.956] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:34.978] Finished benchmark
## INFO [12:15:35.052] Result of batch 82:
## INFO [12:15:35.055] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:35.055] 83 0.3966062 28 0.5 b2aa6200-2113-431c-af20-d29832f1fc2c
## INFO [12:15:35.062] Evaluating 1 configuration(s)
## INFO [12:15:35.085] Benchmark with 10 resampling iterations
## INFO [12:15:35.098] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:35.191] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:35.225] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:35.250] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:35.269] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:35.289] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:35.314] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:35.336] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:35.368] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:35.398] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:35.432] Finished benchmark
## INFO [12:15:35.514] Result of batch 83:
## INFO [12:15:35.516] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:35.516] 123 0.04746101 4 0.6897351 7883f737-8b90-4977-a36a-f899179b1a74
## INFO [12:15:35.520] Evaluating 1 configuration(s)
## INFO [12:15:35.534] Benchmark with 10 resampling iterations
## INFO [12:15:35.541] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:35.560] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:35.578] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:35.611] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:35.641] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:35.680] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:35.730] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:35.768] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:35.807] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:35.827] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:35.847] Finished benchmark
## INFO [12:15:35.947] Result of batch 84:
## INFO [12:15:35.951] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:35.951] 31 0.9344515 15 0.5 62e387e7-03ff-41a8-9507-d34d1324ccc5
## INFO [12:15:35.957] Evaluating 1 configuration(s)
## INFO [12:15:35.981] Benchmark with 10 resampling iterations
## INFO [12:15:35.993] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:36.023] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:36.049] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:36.067] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:36.085] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:36.103] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:36.121] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:36.145] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:36.178] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:36.206] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:36.238] Finished benchmark
## INFO [12:15:36.317] Result of batch 85:
## INFO [12:15:36.319] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:36.319] 57 0.629059 1 0.5 aa1d7adf-4de7-45d1-b96e-056731fba98f
## INFO [12:15:36.322] Evaluating 1 configuration(s)
## INFO [12:15:36.337] Benchmark with 10 resampling iterations
## INFO [12:15:36.344] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:36.364] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:36.384] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:36.419] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:36.449] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:36.480] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:36.508] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:36.529] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:36.551] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:36.574] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:36.597] Finished benchmark
## INFO [12:15:36.730] Result of batch 86:
## INFO [12:15:36.733] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:36.733] 41 0.5345958 4 0.5 0ce1dc77-d9bd-4475-b357-ee8415cb7c7f
## INFO [12:15:36.739] Evaluating 1 configuration(s)
## INFO [12:15:36.762] Benchmark with 10 resampling iterations
## INFO [12:15:36.774] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:36.801] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:36.821] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:36.841] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:36.859] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:36.878] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:36.897] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:37.251] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:37.268] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:37.287] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:37.307] Finished benchmark
## INFO [12:15:37.379] Result of batch 87:
## INFO [12:15:37.381] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:37.381] 121 0.5053035 4 0.5 57639642-7b75-4615-a4ab-9b0c3285e715
## INFO [12:15:37.384] Evaluating 1 configuration(s)
## INFO [12:15:37.398] Benchmark with 10 resampling iterations
## INFO [12:15:37.404] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:37.423] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:37.441] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:37.462] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:37.488] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:37.509] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:37.529] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:37.547] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:37.564] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:37.582] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:37.601] Finished benchmark
## INFO [12:15:37.677] Result of batch 88:
## INFO [12:15:37.678] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:37.678] 116 0.4824233 10 0.5 e0d58e67-2951-45e9-96e0-5789d1934f95
## INFO [12:15:37.685] Evaluating 1 configuration(s)
## INFO [12:15:37.702] Benchmark with 10 resampling iterations
## INFO [12:15:37.720] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:37.738] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:37.758] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:37.777] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:37.797] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:37.817] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:37.836] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:37.856] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:37.875] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:37.894] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:37.914] Finished benchmark
## INFO [12:15:37.980] Result of batch 89:
## INFO [12:15:37.981] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:37.981] 70 0.7654312 2 0.5 1911be2f-de40-40a6-ba40-18dac64c03a5
## INFO [12:15:37.985] Evaluating 1 configuration(s)
## INFO [12:15:37.998] Benchmark with 10 resampling iterations
## INFO [12:15:38.006] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:38.024] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:38.042] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:38.061] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:38.081] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:38.100] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:38.120] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:38.140] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:38.168] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:38.185] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:38.203] Finished benchmark
## INFO [12:15:38.265] Result of batch 90:
## INFO [12:15:38.266] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:38.266] 29 0.4609462 18 0.5 1724a7e9-7dfe-4ec5-baf2-d6905ee980b2
## INFO [12:15:38.270] Evaluating 1 configuration(s)
## INFO [12:15:38.283] Benchmark with 10 resampling iterations
## INFO [12:15:38.290] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:38.308] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:38.327] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:38.356] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:38.374] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:38.392] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:38.409] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:38.426] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:38.443] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:38.462] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:38.483] Finished benchmark
## INFO [12:15:38.555] Result of batch 91:
## INFO [12:15:38.557] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:38.557] 29 0.9031194 8 0.5 875b625d-2271-4116-8200-7261f1e4b8da
## INFO [12:15:38.561] Evaluating 1 configuration(s)
## INFO [12:15:38.574] Benchmark with 10 resampling iterations
## INFO [12:15:38.581] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:38.611] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:38.630] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:38.649] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:38.668] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:38.690] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:38.708] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:38.726] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:38.744] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:38.762] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:38.782] Finished benchmark
## INFO [12:15:38.852] Result of batch 92:
## INFO [12:15:38.854] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:38.854] 131 0.2506162 5 0.5 4d975d21-7cd4-4005-a8a3-f6b7553cb281
## INFO [12:15:38.858] Evaluating 1 configuration(s)
## INFO [12:15:38.871] Benchmark with 10 resampling iterations
## INFO [12:15:38.877] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:38.897] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:38.917] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:38.935] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:38.956] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:38.974] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:38.994] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:39.012] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:39.041] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:39.058] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:39.077] Finished benchmark
## INFO [12:15:39.144] Result of batch 93:
## INFO [12:15:39.146] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:39.146] 118 0.5580643 2 0.5 71287700-d642-42ba-978d-dd44129e30f7
## INFO [12:15:39.149] Evaluating 1 configuration(s)
## INFO [12:15:39.165] Benchmark with 10 resampling iterations
## INFO [12:15:39.172] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:39.193] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:39.211] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:39.230] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:39.249] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:39.267] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:39.286] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:39.305] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:39.323] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:39.341] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:39.363] Finished benchmark
## INFO [12:15:39.427] Result of batch 94:
## INFO [12:15:39.428] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:39.428] 132 0.2518877 23 0.5 1ba38d61-8e43-4846-abd0-0098cb2016a6
## INFO [12:15:39.432] Evaluating 1 configuration(s)
## INFO [12:15:39.446] Benchmark with 10 resampling iterations
## INFO [12:15:39.452] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:39.480] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:39.498] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:39.516] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:39.534] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:39.552] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:39.570] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:39.589] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:39.607] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:39.625] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:39.647] Finished benchmark
## INFO [12:15:39.719] Result of batch 95:
## INFO [12:15:39.721] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:39.721] 96 0.5655427 7 0.5 d8006293-c560-4ab4-8d94-12d68bc6f6c8
## INFO [12:15:39.725] Evaluating 1 configuration(s)
## INFO [12:15:39.738] Benchmark with 10 resampling iterations
## INFO [12:15:39.745] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:39.764] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:39.782] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:39.801] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:39.820] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:39.839] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:39.857] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:39.876] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:39.905] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:39.924] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:39.942] Finished benchmark
## INFO [12:15:40.007] Result of batch 96:
## INFO [12:15:40.009] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:40.009] 143 0.2701257 1 0.5 4fa70c4b-6f84-42dc-bedc-574056eea5d2
## INFO [12:15:40.012] Evaluating 1 configuration(s)
## INFO [12:15:40.026] Benchmark with 10 resampling iterations
## INFO [12:15:40.033] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:40.052] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:40.072] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:40.091] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:40.108] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:40.128] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:40.146] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:40.163] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:40.181] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:40.199] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:40.236] Finished benchmark
## INFO [12:15:40.306] Result of batch 97:
## INFO [12:15:40.308] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:40.308] 44 0.8813838 13 0.5 9c7f27f6-8e56-410f-98aa-9e2c5528d5aa
## INFO [12:15:40.311] Evaluating 1 configuration(s)
## INFO [12:15:40.325] Benchmark with 10 resampling iterations
## INFO [12:15:40.341] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:40.358] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:40.375] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:40.392] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:40.409] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:40.426] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:40.444] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:40.462] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:40.482] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:40.500] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:40.529] Finished benchmark
## INFO [12:15:40.674] Result of batch 98:
## INFO [12:15:40.677] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:40.677] 94 0.6075691 20 0.5 122ff1e9-70e6-4f6b-9826-5e0f49cf63d8
## INFO [12:15:40.685] Evaluating 1 configuration(s)
## INFO [12:15:40.715] Benchmark with 10 resampling iterations
## INFO [12:15:40.725] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:40.743] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:40.771] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:40.800] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:40.846] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:40.881] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:40.906] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:40.938] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:40.955] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:40.973] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:40.992] Finished benchmark
## INFO [12:15:41.068] Result of batch 99:
## INFO [12:15:41.069] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:41.069] 52 0.4184068 21 0.5 34ecdf09-4cbd-4485-9cce-aee336dcee78
## INFO [12:15:41.074] Evaluating 1 configuration(s)
## INFO [12:15:41.088] Benchmark with 10 resampling iterations
## INFO [12:15:41.095] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:41.114] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:41.134] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:41.155] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:41.173] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:41.191] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:41.209] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:41.227] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:41.257] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:41.278] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:41.299] Finished benchmark
## INFO [12:15:41.365] Result of batch 100:
## INFO [12:15:41.366] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:41.366] 89 0.5483594 22 0.5 95939cb2-262b-4da7-bae3-22f34abd7dbc
## INFO [12:15:41.383] Finished optimizing after 100 evaluation(s)
## INFO [12:15:41.384] Result:
## INFO [12:15:41.385] minsplit cp maxdepth learner_param_vals x_domain classif.auc
## INFO [12:15:41.385] 53 0.02170475 4 <list[4]> <list[3]> 0.7223732
## INFO [12:15:41.414] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:41.433] Applying learner 'classif.log_reg' on task 'credit' (iter 10/10)
## INFO [12:15:41.462] Applying learner 'classif.log_reg' on task 'credit' (iter 2/10)
## INFO [12:15:41.491] Applying learner 'classif.rpart.tuned' on task 'credit' (iter 8/10)
## INFO [12:15:41.508] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals>'
## INFO [12:15:41.523] Evaluating 1 configuration(s)
## INFO [12:15:41.537] Benchmark with 10 resampling iterations
## INFO [12:15:41.544] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:41.563] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:41.582] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:41.599] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:41.617] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:41.635] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:41.657] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:41.696] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:41.723] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:41.742] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:41.761] Finished benchmark
## INFO [12:15:41.819] Result of batch 1:
## INFO [12:15:41.820] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:41.820] 60 0.7627481 21 0.5 2f0e02d4-10b1-40b3-9859-496e1b1c97ac
## INFO [12:15:41.824] Evaluating 1 configuration(s)
## INFO [12:15:41.837] Benchmark with 10 resampling iterations
## INFO [12:15:41.844] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:41.861] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:41.879] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:41.896] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:41.914] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:41.932] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:41.950] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:41.973] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:42.002] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:42.035] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:42.057] Finished benchmark
## INFO [12:15:42.109] Result of batch 2:
## INFO [12:15:42.111] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:42.111] 129 0.4328023 19 0.5 fe908f46-8263-4ad4-8e98-db365845bdc2
## INFO [12:15:42.115] Evaluating 1 configuration(s)
## INFO [12:15:42.130] Benchmark with 10 resampling iterations
## INFO [12:15:42.137] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:42.155] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:42.172] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:42.189] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:42.206] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:42.234] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:42.254] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:42.271] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:42.288] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:42.306] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:42.325] Finished benchmark
## INFO [12:15:42.379] Result of batch 3:
## INFO [12:15:42.381] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:42.381] 22 0.3480844 12 0.5 b0bc5894-2046-42a9-9e1d-b389ae9e3966
## INFO [12:15:42.385] Evaluating 1 configuration(s)
## INFO [12:15:42.399] Benchmark with 10 resampling iterations
## INFO [12:15:42.406] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:42.424] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:42.443] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:42.462] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:42.480] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:42.498] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:42.515] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:42.533] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:42.551] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:42.569] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:42.590] Finished benchmark
## INFO [12:15:42.657] Result of batch 4:
## INFO [12:15:42.658] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:42.658] 33 0.496204 6 0.5 05a7732e-460f-4a4c-9a2c-60a50395a085
## INFO [12:15:42.661] Evaluating 1 configuration(s)
## INFO [12:15:42.677] Benchmark with 10 resampling iterations
## INFO [12:15:42.684] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:42.702] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:42.719] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:42.737] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:42.755] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:42.773] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:42.792] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:42.810] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:42.830] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:42.847] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:42.868] Finished benchmark
## INFO [12:15:42.926] Result of batch 5:
## INFO [12:15:42.927] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:42.927] 38 0.7566998 27 0.5 fa421144-dbdb-4a88-94e0-e34ff3394881
## INFO [12:15:42.931] Evaluating 1 configuration(s)
## INFO [12:15:42.945] Benchmark with 10 resampling iterations
## INFO [12:15:42.952] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:42.974] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:42.992] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:43.020] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:43.038] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:43.055] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:43.074] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:43.091] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:43.109] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:43.130] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:43.162] Finished benchmark
## INFO [12:15:43.226] Result of batch 6:
## INFO [12:15:43.228] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:43.228] 97 0.588709 19 0.5 883f36cb-908a-4c88-80c0-505df355f32a
## INFO [12:15:43.232] Evaluating 1 configuration(s)
## INFO [12:15:43.246] Benchmark with 10 resampling iterations
## INFO [12:15:43.254] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:43.274] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:43.294] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:43.314] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:43.333] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:43.353] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:43.374] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:43.393] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:43.413] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:43.433] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:43.465] Finished benchmark
## INFO [12:15:43.523] Result of batch 7:
## INFO [12:15:43.524] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:43.524] 33 0.4104626 7 0.5 7a3ba083-06a1-4428-a48e-501c3cbe9d64
## INFO [12:15:43.528] Evaluating 1 configuration(s)
## INFO [12:15:43.545] Benchmark with 10 resampling iterations
## INFO [12:15:43.554] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:43.573] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:43.593] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:43.611] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:43.631] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:43.651] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:43.673] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:43.694] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:43.713] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:43.732] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:43.754] Finished benchmark
## INFO [12:15:43.813] Result of batch 8:
## INFO [12:15:43.814] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:43.814] 146 0.4487202 16 0.5 5668b17e-b240-4658-a878-853b8bd5605e
## INFO [12:15:43.818] Evaluating 1 configuration(s)
## INFO [12:15:43.833] Benchmark with 10 resampling iterations
## INFO [12:15:43.841] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:43.872] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:43.891] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:43.909] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:43.928] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:43.946] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:43.965] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:43.983] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:44.001] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:44.020] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:44.040] Finished benchmark
## INFO [12:15:44.095] Result of batch 9:
## INFO [12:15:44.096] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:44.096] 139 0.05075335 27 0.547733 0039a567-00b3-4f6e-810b-af68b7a6c618
## INFO [12:15:44.100] Evaluating 1 configuration(s)
## INFO [12:15:44.114] Benchmark with 10 resampling iterations
## INFO [12:15:44.121] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:44.141] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:44.162] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:44.180] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:44.198] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:44.224] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:44.244] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:44.274] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:44.292] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:44.311] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:44.331] Finished benchmark
## INFO [12:15:44.390] Result of batch 10:
## INFO [12:15:44.391] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:44.391] 51 0.1359924 25 0.5 95109009-d8eb-49ad-92bd-f5d45dba44f4
## INFO [12:15:44.395] Evaluating 1 configuration(s)
## INFO [12:15:44.409] Benchmark with 10 resampling iterations
## INFO [12:15:44.418] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:44.440] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:44.459] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:44.477] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:44.495] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:44.521] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:44.542] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:44.570] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:44.587] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:44.604] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:44.624] Finished benchmark
## INFO [12:15:44.698] Result of batch 11:
## INFO [12:15:44.699] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:44.699] 34 0.6553909 28 0.5 c8f7480e-9859-4cdf-9d9c-638856d2e973
## INFO [12:15:44.705] Evaluating 1 configuration(s)
## INFO [12:15:44.720] Benchmark with 10 resampling iterations
## INFO [12:15:44.726] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:44.744] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:44.764] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:44.783] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:44.802] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:44.822] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:44.840] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:44.861] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:44.881] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:44.898] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:44.917] Finished benchmark
## INFO [12:15:44.970] Result of batch 12:
## INFO [12:15:44.971] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:44.971] 59 0.8830262 6 0.5 60336e36-3d11-4132-a430-4376b2d3da43
## INFO [12:15:44.975] Evaluating 1 configuration(s)
## INFO [12:15:44.988] Benchmark with 10 resampling iterations
## INFO [12:15:44.994] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:45.012] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:45.032] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:45.053] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:45.080] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:45.098] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:45.116] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:45.136] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:45.154] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:45.172] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:45.193] Finished benchmark
## INFO [12:15:45.252] Result of batch 13:
## INFO [12:15:45.254] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:45.254] 85 0.5496813 19 0.5 49d04945-f0b2-4e9f-9ff6-a72497df50a7
## INFO [12:15:45.258] Evaluating 1 configuration(s)
## INFO [12:15:45.272] Benchmark with 10 resampling iterations
## INFO [12:15:45.280] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:45.298] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:45.318] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:45.336] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:45.356] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:45.375] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:45.396] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:45.416] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:45.436] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:45.466] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:45.486] Finished benchmark
## INFO [12:15:45.541] Result of batch 14:
## INFO [12:15:45.542] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:45.542] 100 0.9748373 2 0.5 d43ccdc8-a08a-4993-95eb-de69398e8115
## INFO [12:15:45.546] Evaluating 1 configuration(s)
## INFO [12:15:45.559] Benchmark with 10 resampling iterations
## INFO [12:15:45.566] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:45.585] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:45.604] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:45.623] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:45.642] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:45.660] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:45.680] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:45.699] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:45.718] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:45.736] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:45.756] Finished benchmark
## INFO [12:15:45.815] Result of batch 15:
## INFO [12:15:45.816] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:45.816] 20 0.9668134 29 0.5 c73b163f-9212-484d-82a0-ebb9f5c03f9a
## INFO [12:15:45.821] Evaluating 1 configuration(s)
## INFO [12:15:45.835] Benchmark with 10 resampling iterations
## INFO [12:15:45.852] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:45.870] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:45.888] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:45.906] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:45.924] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:45.942] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:45.960] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:45.978] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:45.996] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:46.015] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:46.034] Finished benchmark
## INFO [12:15:46.089] Result of batch 16:
## INFO [12:15:46.090] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:46.090] 134 0.9628016 21 0.5 bde2442a-9bc5-4e6d-90e4-24deb87c54b0
## INFO [12:15:46.094] Evaluating 1 configuration(s)
## INFO [12:15:46.108] Benchmark with 10 resampling iterations
## INFO [12:15:46.115] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:46.137] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:46.156] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:46.176] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:46.195] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:46.214] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:46.294] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:46.313] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:46.330] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:46.348] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:46.368] Finished benchmark
## INFO [12:15:46.424] Result of batch 17:
## INFO [12:15:46.426] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:46.426] 111 0.5360076 22 0.5 c69b451c-60ba-4c34-825e-95cce649bdcf
## INFO [12:15:46.429] Evaluating 1 configuration(s)
## INFO [12:15:46.444] Benchmark with 10 resampling iterations
## INFO [12:15:46.451] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:46.471] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:46.489] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:46.507] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:46.525] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:46.544] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:46.562] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:46.580] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:46.599] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:46.617] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:46.636] Finished benchmark
## INFO [12:15:46.711] Result of batch 18:
## INFO [12:15:46.712] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:46.712] 75 0.6140516 8 0.5 a9f5e2af-366b-4022-8cc1-4cb6d02a9766
## INFO [12:15:46.716] Evaluating 1 configuration(s)
## INFO [12:15:46.730] Benchmark with 10 resampling iterations
## INFO [12:15:46.736] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:46.754] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:46.772] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:46.791] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:46.810] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:46.829] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:46.847] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:46.869] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:46.888] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:46.906] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:46.925] Finished benchmark
## INFO [12:15:46.980] Result of batch 19:
## INFO [12:15:46.982] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:46.982] 137 0.3854974 11 0.5 d8c665ac-ae10-49eb-9261-bba0a5753d46
## INFO [12:15:46.985] Evaluating 1 configuration(s)
## INFO [12:15:46.999] Benchmark with 10 resampling iterations
## INFO [12:15:47.005] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:47.024] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:47.042] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:47.064] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:47.088] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:47.126] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:47.146] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:47.165] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:47.184] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:47.202] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:47.222] Finished benchmark
## INFO [12:15:47.280] Result of batch 20:
## INFO [12:15:47.281] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:47.281] 84 0.8844988 3 0.5 523a37ff-7914-49a5-8ed3-4623745a25e8
## INFO [12:15:47.286] Evaluating 1 configuration(s)
## INFO [12:15:47.300] Benchmark with 10 resampling iterations
## INFO [12:15:47.307] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:47.324] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:47.342] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:47.361] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:47.380] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:47.399] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:47.416] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:47.434] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:47.451] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:47.468] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:47.488] Finished benchmark
## INFO [12:15:47.567] Result of batch 21:
## INFO [12:15:47.569] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:47.569] 96 0.6923342 9 0.5 5f8c8c30-2f95-473e-a4f2-9113bf6492c1
## INFO [12:15:47.575] Evaluating 1 configuration(s)
## INFO [12:15:47.597] Benchmark with 10 resampling iterations
## INFO [12:15:47.604] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:47.624] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:47.642] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:47.663] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:47.684] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:47.706] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:47.725] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:47.743] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:47.761] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:47.781] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:47.800] Finished benchmark
## INFO [12:15:47.852] Result of batch 22:
## INFO [12:15:47.853] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:47.853] 61 0.2925908 15 0.5 066b4be4-4205-4a73-aee0-f1095a7f22e6
## INFO [12:15:47.857] Evaluating 1 configuration(s)
## INFO [12:15:47.872] Benchmark with 10 resampling iterations
## INFO [12:15:47.878] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:47.896] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:47.915] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:47.945] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:47.972] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:47.998] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:48.025] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:48.043] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:48.063] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:48.081] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:48.102] Finished benchmark
## INFO [12:15:48.162] Result of batch 23:
## INFO [12:15:48.164] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:48.164] 77 0.8807833 24 0.5 a165f663-b6b5-4075-a4ac-480be0a0a430
## INFO [12:15:48.168] Evaluating 1 configuration(s)
## INFO [12:15:48.182] Benchmark with 10 resampling iterations
## INFO [12:15:48.189] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:48.207] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:48.227] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:48.245] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:48.264] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:48.285] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:48.304] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:48.322] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:48.342] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:48.363] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:48.402] Finished benchmark
## INFO [12:15:48.460] Result of batch 24:
## INFO [12:15:48.461] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:48.461] 24 0.07028489 6 0.5 679ae65e-bea7-48d2-8548-29cf8daae819
## INFO [12:15:48.466] Evaluating 1 configuration(s)
## INFO [12:15:48.478] Benchmark with 10 resampling iterations
## INFO [12:15:48.487] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:48.506] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:48.524] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:48.544] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:48.565] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:48.589] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:48.608] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:48.631] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:48.656] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:48.679] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:48.699] Finished benchmark
## INFO [12:15:48.754] Result of batch 25:
## INFO [12:15:48.755] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:48.755] 54 0.1139862 26 0.5 c982147c-3a72-4c63-ae1e-cf6a29f0e7e7
## INFO [12:15:48.759] Evaluating 1 configuration(s)
## INFO [12:15:48.773] Benchmark with 10 resampling iterations
## INFO [12:15:48.779] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:48.800] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:48.840] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:48.858] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:48.876] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:48.894] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:48.913] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:48.934] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:48.953] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:48.972] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:48.993] Finished benchmark
## INFO [12:15:49.052] Result of batch 26:
## INFO [12:15:49.053] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:49.053] 90 0.9378135 7 0.5 810f4eb5-2ec5-4326-9e65-36c756c85602
## INFO [12:15:49.059] Evaluating 1 configuration(s)
## INFO [12:15:49.072] Benchmark with 10 resampling iterations
## INFO [12:15:49.079] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:49.098] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:49.117] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:49.137] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:49.155] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:49.173] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:49.192] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:49.210] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:49.249] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:49.268] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:49.286] Finished benchmark
## INFO [12:15:49.342] Result of batch 27:
## INFO [12:15:49.345] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:49.345] 129 0.5471328 17 0.5 48d3b630-b3ac-41d9-a31b-9dc54f3383ff
## INFO [12:15:49.349] Evaluating 1 configuration(s)
## INFO [12:15:49.362] Benchmark with 10 resampling iterations
## INFO [12:15:49.369] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:49.388] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:49.406] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:49.426] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:49.444] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:49.463] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:49.483] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:49.504] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:49.521] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:49.538] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:49.557] Finished benchmark
## INFO [12:15:49.612] Result of batch 28:
## INFO [12:15:49.614] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:49.614] 53 0.407855 15 0.5 e70ce040-de21-4a73-9ca3-01f75202eaba
## INFO [12:15:49.618] Evaluating 1 configuration(s)
## INFO [12:15:49.649] Benchmark with 10 resampling iterations
## INFO [12:15:49.657] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:49.675] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:49.701] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:49.721] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:49.739] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:49.757] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:49.777] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:49.796] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:49.815] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:49.833] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:49.852] Finished benchmark
## INFO [12:15:49.909] Result of batch 29:
## INFO [12:15:49.910] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:49.910] 129 0.6489158 17 0.5 ee14bc15-98cf-49d5-90d5-b114376c93db
## INFO [12:15:49.914] Evaluating 1 configuration(s)
## INFO [12:15:49.927] Benchmark with 10 resampling iterations
## INFO [12:15:49.934] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:49.952] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:49.970] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:49.989] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:50.008] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:50.039] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:50.063] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:50.084] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:50.102] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:50.121] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:50.143] Finished benchmark
## INFO [12:15:50.200] Result of batch 30:
## INFO [12:15:50.201] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:50.201] 124 0.2748947 12 0.5 5d87ccff-0bcc-49c5-81c7-e2506083c5f0
## INFO [12:15:50.206] Evaluating 1 configuration(s)
## INFO [12:15:50.220] Benchmark with 10 resampling iterations
## INFO [12:15:50.227] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:50.246] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:50.264] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:50.283] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:50.301] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:50.319] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:50.337] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:50.355] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:50.373] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:50.390] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:50.409] Finished benchmark
## INFO [12:15:50.483] Result of batch 31:
## INFO [12:15:50.485] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:50.485] 3 0.4429952 15 0.5 db75dba8-92d9-437a-9998-5a5ef54765ff
## INFO [12:15:50.488] Evaluating 1 configuration(s)
## INFO [12:15:50.502] Benchmark with 10 resampling iterations
## INFO [12:15:50.509] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:50.528] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:50.547] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:50.566] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:50.585] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:50.605] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:50.624] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:50.642] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:50.661] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:50.684] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:50.709] Finished benchmark
## INFO [12:15:50.766] Result of batch 32:
## INFO [12:15:50.767] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:50.767] 49 0.06681451 15 0.5183575 a0caf048-7ca6-4a99-8e8b-bf6d14656229
## INFO [12:15:50.770] Evaluating 1 configuration(s)
## INFO [12:15:50.786] Benchmark with 10 resampling iterations
## INFO [12:15:50.792] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:50.812] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:50.844] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:50.866] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:50.884] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:50.902] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:50.920] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:50.939] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:50.957] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:50.977] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:50.997] Finished benchmark
## INFO [12:15:51.057] Result of batch 33:
## INFO [12:15:51.058] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:51.058] 114 0.9236618 18 0.5 036fa642-edeb-4242-82dd-89590c668526
## INFO [12:15:51.064] Evaluating 1 configuration(s)
## INFO [12:15:51.077] Benchmark with 10 resampling iterations
## INFO [12:15:51.084] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:51.102] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:51.121] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:51.140] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:51.159] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:51.177] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:51.195] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:51.213] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:51.249] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:51.269] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:51.288] Finished benchmark
## INFO [12:15:51.352] Result of batch 34:
## INFO [12:15:51.353] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:51.353] 39 0.666456 15 0.5 a1a4abb6-c6cc-4a32-b1fa-446cb900ed6f
## INFO [12:15:51.358] Evaluating 1 configuration(s)
## INFO [12:15:51.372] Benchmark with 10 resampling iterations
## INFO [12:15:51.379] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:51.399] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:51.420] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:51.441] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:51.460] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:51.483] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:51.502] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:51.522] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:51.540] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:51.560] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:51.582] Finished benchmark
## INFO [12:15:51.653] Result of batch 35:
## INFO [12:15:51.655] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:51.655] 90 0.01475345 26 0.7193125 84be845f-c977-48e8-819e-3f15f4505ef4
## INFO [12:15:51.661] Evaluating 1 configuration(s)
## INFO [12:15:51.678] Benchmark with 10 resampling iterations
## INFO [12:15:51.685] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:51.704] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:51.722] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:51.741] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:51.759] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:51.779] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:51.797] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:51.818] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:51.837] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:51.855] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:51.880] Finished benchmark
## INFO [12:15:51.940] Result of batch 36:
## INFO [12:15:51.942] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:51.942] 7 0.2997177 19 0.5 7ea611c1-ef7e-4ffd-a2df-b1832c6e47b7
## INFO [12:15:51.947] Evaluating 1 configuration(s)
## INFO [12:15:51.961] Benchmark with 10 resampling iterations
## INFO [12:15:51.968] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:51.989] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:52.010] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:52.028] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:52.064] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:52.083] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:52.105] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:52.129] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:52.150] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:52.170] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:52.190] Finished benchmark
## INFO [12:15:52.256] Result of batch 37:
## INFO [12:15:52.257] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:52.257] 13 0.0517602 8 0.547733 e93e0a2d-e9a2-4225-9261-d9e82099af9a
## INFO [12:15:52.262] Evaluating 1 configuration(s)
## INFO [12:15:52.275] Benchmark with 10 resampling iterations
## INFO [12:15:52.282] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:52.300] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:52.317] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:52.335] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:52.352] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:52.370] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:52.390] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:52.407] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:52.427] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:52.459] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:52.481] Finished benchmark
## INFO [12:15:52.537] Result of batch 38:
## INFO [12:15:52.539] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:52.539] 129 0.4636119 2 0.5 fe0fd820-aded-4b73-b242-cae602a148b6
## INFO [12:15:52.542] Evaluating 1 configuration(s)
## INFO [12:15:52.556] Benchmark with 10 resampling iterations
## INFO [12:15:52.563] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:52.583] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:52.601] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:52.620] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:52.641] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:52.659] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:52.678] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:52.698] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:52.716] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:52.733] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:52.753] Finished benchmark
## INFO [12:15:52.813] Result of batch 39:
## INFO [12:15:52.814] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:52.814] 148 0.2264375 20 0.5 2d13529a-4e73-40aa-bf99-22080b5c6547
## INFO [12:15:52.818] Evaluating 1 configuration(s)
## INFO [12:15:52.849] Benchmark with 10 resampling iterations
## INFO [12:15:52.859] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:52.878] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:52.897] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:52.915] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:52.934] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:52.953] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:52.972] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:52.990] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:53.009] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:53.029] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:53.049] Finished benchmark
## INFO [12:15:53.107] Result of batch 40:
## INFO [12:15:53.108] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:53.108] 30 0.9123406 21 0.5 a2b566d9-108e-4011-964d-a566606ea9fc
## INFO [12:15:53.112] Evaluating 1 configuration(s)
## INFO [12:15:53.129] Benchmark with 10 resampling iterations
## INFO [12:15:53.136] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:53.155] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:53.195] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:53.218] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:53.235] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:53.271] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:53.290] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:53.310] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:53.330] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:53.350] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:53.370] Finished benchmark
## INFO [12:15:53.427] Result of batch 41:
## INFO [12:15:53.429] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:53.429] 107 0.3869441 24 0.5 6c8a5f3f-2b9e-4975-9ae6-1d67d32175e6
## INFO [12:15:53.433] Evaluating 1 configuration(s)
## INFO [12:15:53.447] Benchmark with 10 resampling iterations
## INFO [12:15:53.453] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:53.471] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:53.489] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:53.507] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:53.525] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:53.542] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:53.561] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:53.578] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:53.595] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:53.613] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:53.651] Finished benchmark
## INFO [12:15:53.710] Result of batch 42:
## INFO [12:15:53.711] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:53.711] 41 0.5485324 18 0.5 cd904d69-44b4-4997-889c-9fb315b210ca
## INFO [12:15:53.716] Evaluating 1 configuration(s)
## INFO [12:15:53.730] Benchmark with 10 resampling iterations
## INFO [12:15:53.737] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:53.757] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:53.776] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:53.795] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:53.816] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:53.835] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:53.855] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:53.873] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:53.891] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:53.910] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:53.929] Finished benchmark
## INFO [12:15:53.989] Result of batch 43:
## INFO [12:15:53.990] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:53.990] 148 0.4702345 22 0.5 89b1ba01-ee54-471f-82f0-6d326f65a3ed
## INFO [12:15:53.994] Evaluating 1 configuration(s)
## INFO [12:15:54.021] Benchmark with 10 resampling iterations
## INFO [12:15:54.032] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:54.051] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:54.069] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:54.086] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:54.104] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:54.122] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:54.142] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:54.161] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:54.179] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:54.197] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:54.216] Finished benchmark
## INFO [12:15:54.275] Result of batch 44:
## INFO [12:15:54.276] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:54.276] 27 0.812015 12 0.5 57a1db1f-ebd3-4f71-9347-2821ca69af21
## INFO [12:15:54.280] Evaluating 1 configuration(s)
## INFO [12:15:54.294] Benchmark with 10 resampling iterations
## INFO [12:15:54.300] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:54.319] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:54.338] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:54.358] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:54.392] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:54.419] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:54.440] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:54.460] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:54.480] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:54.501] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:54.521] Finished benchmark
## INFO [12:15:54.584] Result of batch 45:
## INFO [12:15:54.586] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:54.586] 32 0.08122193 22 0.5 c2260287-7273-458a-99b4-7019834df91c
## INFO [12:15:54.591] Evaluating 1 configuration(s)
## INFO [12:15:54.606] Benchmark with 10 resampling iterations
## INFO [12:15:54.614] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:54.634] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:54.654] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:54.674] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:54.694] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:54.715] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:54.734] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:54.753] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:54.772] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:54.836] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:54.867] Finished benchmark
## INFO [12:15:54.934] Result of batch 46:
## INFO [12:15:54.935] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:54.935] 81 0.1367414 11 0.5 606d6c29-d060-4f4f-b92d-b7ad9bf0b877
## INFO [12:15:54.940] Evaluating 1 configuration(s)
## INFO [12:15:54.955] Benchmark with 10 resampling iterations
## INFO [12:15:54.963] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:54.981] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:55.011] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:55.028] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:55.047] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:55.067] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:55.085] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:55.103] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:55.122] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:55.142] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:55.162] Finished benchmark
## INFO [12:15:55.221] Result of batch 47:
## INFO [12:15:55.223] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:55.223] 22 0.4107557 16 0.5 62f6fc11-ea99-49a7-bcac-e96af71592d2
## INFO [12:15:55.227] Evaluating 1 configuration(s)
## INFO [12:15:55.240] Benchmark with 10 resampling iterations
## INFO [12:15:55.249] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:55.289] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:55.319] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:55.341] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:55.360] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:55.378] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:55.396] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:55.414] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:55.434] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:55.453] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:55.473] Finished benchmark
## INFO [12:15:55.536] Result of batch 48:
## INFO [12:15:55.537] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:55.537] 69 0.2278953 11 0.5 1dbc3f21-f57d-49d7-aea3-4c367a644877
## INFO [12:15:55.541] Evaluating 1 configuration(s)
## INFO [12:15:55.555] Benchmark with 10 resampling iterations
## INFO [12:15:55.563] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:55.582] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:55.600] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:55.618] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:55.636] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:55.654] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:55.671] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:55.709] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:55.737] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:55.760] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:55.780] Finished benchmark
## INFO [12:15:55.838] Result of batch 49:
## INFO [12:15:55.840] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:55.840] 45 0.3032522 25 0.5 044cba4a-111a-41ab-b115-935a13148477
## INFO [12:15:55.844] Evaluating 1 configuration(s)
## INFO [12:15:55.857] Benchmark with 10 resampling iterations
## INFO [12:15:55.864] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:55.884] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:55.902] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:55.923] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:55.941] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:55.958] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:55.977] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:55.995] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:56.014] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:56.033] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:56.053] Finished benchmark
## INFO [12:15:56.134] Result of batch 50:
## INFO [12:15:56.136] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:56.136] 58 0.6193116 10 0.5 d0dea8d2-ab56-4bb6-8e73-368a955c28e8
## INFO [12:15:56.143] Evaluating 1 configuration(s)
## INFO [12:15:56.166] Benchmark with 10 resampling iterations
## INFO [12:15:56.175] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:56.194] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:56.213] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:56.232] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:56.250] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:56.269] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:56.287] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:56.305] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:56.325] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:56.345] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:56.365] Finished benchmark
## INFO [12:15:56.422] Result of batch 51:
## INFO [12:15:56.424] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:56.424] 12 0.945438 10 0.5 abc79d4a-7844-4001-9581-47425cffabd6
## INFO [12:15:56.428] Evaluating 1 configuration(s)
## INFO [12:15:56.441] Benchmark with 10 resampling iterations
## INFO [12:15:56.449] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:56.466] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:56.485] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:56.502] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:56.535] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:56.562] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:56.586] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:56.604] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:56.622] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:56.639] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:56.659] Finished benchmark
## INFO [12:15:56.719] Result of batch 52:
## INFO [12:15:56.721] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:56.721] 76 0.7357294 24 0.5 203a25b0-2d0d-449c-84ca-2794ef1de1b5
## INFO [12:15:56.725] Evaluating 1 configuration(s)
## INFO [12:15:56.739] Benchmark with 10 resampling iterations
## INFO [12:15:56.746] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:56.764] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:56.782] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:56.800] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:56.818] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:56.836] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:56.854] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:56.873] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:56.890] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:56.908] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:56.946] Finished benchmark
## INFO [12:15:57.017] Result of batch 53:
## INFO [12:15:57.018] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:57.018] 62 0.7894447 18 0.5 cdc9acfb-9f5e-4b94-9498-ef8034e9d3f3
## INFO [12:15:57.022] Evaluating 1 configuration(s)
## INFO [12:15:57.035] Benchmark with 10 resampling iterations
## INFO [12:15:57.042] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:57.061] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:57.081] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:57.099] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:57.118] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:57.139] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:57.158] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:57.182] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:57.202] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:57.221] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:57.243] Finished benchmark
## INFO [12:15:57.306] Result of batch 54:
## INFO [12:15:57.308] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:57.308] 141 0.4417514 21 0.5 0a7a8d00-1f27-4420-bde3-2f8b63273bae
## INFO [12:15:57.312] Evaluating 1 configuration(s)
## INFO [12:15:57.325] Benchmark with 10 resampling iterations
## INFO [12:15:57.332] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:57.370] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:57.398] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:57.420] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:57.440] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:57.457] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:57.476] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:57.495] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:57.515] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:57.533] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:57.554] Finished benchmark
## INFO [12:15:57.614] Result of batch 55:
## INFO [12:15:57.616] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:57.616] 95 0.5260042 20 0.5 3495a557-4e4b-4a84-b47e-e14d45c53ff4
## INFO [12:15:57.619] Evaluating 1 configuration(s)
## INFO [12:15:57.633] Benchmark with 10 resampling iterations
## INFO [12:15:57.640] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:57.658] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:57.679] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:57.697] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:57.714] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:57.732] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:57.766] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:57.795] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:57.823] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:57.842] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:57.862] Finished benchmark
## INFO [12:15:57.921] Result of batch 56:
## INFO [12:15:57.922] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:57.922] 128 0.7959019 20 0.5 511fdcd8-3597-41ca-8859-e54990c58142
## INFO [12:15:57.926] Evaluating 1 configuration(s)
## INFO [12:15:57.940] Benchmark with 10 resampling iterations
## INFO [12:15:57.948] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:57.966] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:57.985] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:58.003] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:58.021] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:58.039] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:58.057] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:58.075] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:58.092] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:58.110] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:58.129] Finished benchmark
## INFO [12:15:58.230] Result of batch 57:
## INFO [12:15:58.232] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:58.232] 79 0.7959034 19 0.5 f89b2b05-6fea-44a8-9fa1-6e7142852a45
## INFO [12:15:58.236] Evaluating 1 configuration(s)
## INFO [12:15:58.252] Benchmark with 10 resampling iterations
## INFO [12:15:58.260] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:58.279] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:58.297] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:58.315] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:58.333] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:58.351] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:58.369] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:58.388] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:58.405] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:58.425] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:58.444] Finished benchmark
## INFO [12:15:58.502] Result of batch 58:
## INFO [12:15:58.504] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:58.504] 77 0.7956589 12 0.5 03b69e5e-cdc7-4783-9416-5f517f43dc96
## INFO [12:15:58.510] Evaluating 1 configuration(s)
## INFO [12:15:58.525] Benchmark with 10 resampling iterations
## INFO [12:15:58.532] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:58.550] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:58.585] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:58.612] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:58.640] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:58.658] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:58.675] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:58.696] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:58.715] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:58.737] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:58.758] Finished benchmark
## INFO [12:15:58.821] Result of batch 59:
## INFO [12:15:58.823] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:58.823] 51 0.6808317 28 0.5 60e87f16-1e40-4c99-b9e6-a9621c9c32b7
## INFO [12:15:58.828] Evaluating 1 configuration(s)
## INFO [12:15:58.841] Benchmark with 10 resampling iterations
## INFO [12:15:58.848] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:58.865] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:58.882] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:58.901] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:58.919] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:58.939] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:58.958] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:58.988] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:59.016] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:59.042] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:59.062] Finished benchmark
## INFO [12:15:59.120] Result of batch 60:
## INFO [12:15:59.121] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:59.121] 66 0.6799891 30 0.5 f031c4a0-2b17-4a2b-bcdf-f716f875dd0f
## INFO [12:15:59.125] Evaluating 1 configuration(s)
## INFO [12:15:59.140] Benchmark with 10 resampling iterations
## INFO [12:15:59.147] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:59.167] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:59.188] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:59.210] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:59.229] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:59.250] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:59.269] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:59.290] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:59.309] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:59.329] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:59.349] Finished benchmark
## INFO [12:15:59.435] Result of batch 61:
## INFO [12:15:59.437] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:59.437] 38 0.01117758 14 0.7203244 7cb60137-768c-455b-84de-53fdf06e4db8
## INFO [12:15:59.443] Evaluating 1 configuration(s)
## INFO [12:15:59.458] Benchmark with 10 resampling iterations
## INFO [12:15:59.466] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:59.483] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:59.501] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:59.518] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:59.536] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:59.554] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:59.572] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:59.592] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:59.610] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:59.628] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:59.648] Finished benchmark
## INFO [12:15:59.710] Result of batch 62:
## INFO [12:15:59.711] minsplit cp maxdepth classif.auc uhash
## INFO [12:15:59.711] 57 0.6195937 3 0.5 07366c2e-95f0-41cc-8af1-ac3e1701af0f
## INFO [12:15:59.715] Evaluating 1 configuration(s)
## INFO [12:15:59.729] Benchmark with 10 resampling iterations
## INFO [12:15:59.737] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:15:59.759] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:15:59.793] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:15:59.824] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:15:59.851] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:15:59.871] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:15:59.891] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:15:59.911] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:15:59.931] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:15:59.950] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:15:59.971] Finished benchmark
## INFO [12:16:00.039] Result of batch 63:
## INFO [12:16:00.041] minsplit cp maxdepth classif.auc
## INFO [12:16:00.041] 77 0.0005749413 18 0.7143304
## INFO [12:16:00.041] uhash
## INFO [12:16:00.041] 578f629d-c01e-43eb-83f3-c16d72ff3c2d
## INFO [12:16:00.044] Evaluating 1 configuration(s)
## INFO [12:16:00.058] Benchmark with 10 resampling iterations
## INFO [12:16:00.064] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:00.082] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:00.099] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:00.118] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:00.137] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:00.156] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:00.173] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:00.211] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:00.242] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:00.265] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:00.285] Finished benchmark
## INFO [12:16:00.348] Result of batch 64:
## INFO [12:16:00.350] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:00.350] 129 0.4256615 6 0.5 a7036e5b-4088-4e25-9e65-a18f41a62fcb
## INFO [12:16:00.353] Evaluating 1 configuration(s)
## INFO [12:16:00.368] Benchmark with 10 resampling iterations
## INFO [12:16:00.377] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:00.396] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:00.415] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:00.434] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:00.454] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:00.473] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:00.492] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:00.511] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:00.530] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:00.548] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:00.568] Finished benchmark
## INFO [12:16:00.664] Result of batch 65:
## INFO [12:16:00.665] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:00.665] 79 0.9028659 22 0.5 cd6f8467-7405-4400-af47-bf4f7540255f
## INFO [12:16:00.669] Evaluating 1 configuration(s)
## INFO [12:16:00.685] Benchmark with 10 resampling iterations
## INFO [12:16:00.692] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:00.711] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:00.729] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:00.747] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:00.766] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:00.784] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:00.803] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:00.824] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:00.849] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:00.870] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:00.889] Finished benchmark
## INFO [12:16:00.950] Result of batch 66:
## INFO [12:16:00.951] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:00.951] 97 0.8227963 19 0.5 9e2b0eae-2de8-496b-9b41-8520a1a2bf4f
## INFO [12:16:00.955] Evaluating 1 configuration(s)
## INFO [12:16:00.968] Benchmark with 10 resampling iterations
## INFO [12:16:00.975] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:01.005] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:01.034] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:01.060] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:01.080] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:01.098] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:01.116] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:01.138] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:01.157] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:01.176] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:01.196] Finished benchmark
## INFO [12:16:01.257] Result of batch 67:
## INFO [12:16:01.258] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:01.258] 133 0.3774375 15 0.5 ed1fa4c3-ba02-436c-8592-5d9a15cc76f4
## INFO [12:16:01.262] Evaluating 1 configuration(s)
## INFO [12:16:01.276] Benchmark with 10 resampling iterations
## INFO [12:16:01.282] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:01.300] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:01.318] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:01.335] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:01.353] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:01.370] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:01.406] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:01.434] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:01.454] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:01.471] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:01.493] Finished benchmark
## INFO [12:16:01.564] Result of batch 68:
## INFO [12:16:01.567] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:01.567] 80 0.5900997 22 0.5 6b2e8d36-0db3-465f-a1b2-eac3f24fd265
## INFO [12:16:01.574] Evaluating 1 configuration(s)
## INFO [12:16:01.590] Benchmark with 10 resampling iterations
## INFO [12:16:01.597] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:01.616] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:01.634] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:01.652] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:01.672] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:01.689] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:01.707] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:01.725] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:01.743] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:01.760] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:01.796] Finished benchmark
## INFO [12:16:01.870] Result of batch 69:
## INFO [12:16:01.871] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:01.871] 91 0.09229356 7 0.5 e5d016f7-0027-4c0f-80f8-3eabf28995a7
## INFO [12:16:01.877] Evaluating 1 configuration(s)
## INFO [12:16:01.891] Benchmark with 10 resampling iterations
## INFO [12:16:01.898] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:01.917] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:01.936] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:01.957] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:01.984] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:02.025] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:02.063] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:02.088] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:02.108] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:02.140] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:02.162] Finished benchmark
## INFO [12:16:02.234] Result of batch 70:
## INFO [12:16:02.236] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:02.236] 92 0.2192692 28 0.5 bcd7321a-1351-4e2e-8030-2f9309521c9a
## INFO [12:16:02.240] Evaluating 1 configuration(s)
## INFO [12:16:02.270] Benchmark with 10 resampling iterations
## INFO [12:16:02.288] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:02.324] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:02.360] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:02.379] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:02.397] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:02.415] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:02.434] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:02.452] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:02.471] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:02.490] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:02.509] Finished benchmark
## INFO [12:16:02.583] Result of batch 71:
## INFO [12:16:02.585] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:02.585] 48 0.3567203 9 0.5 74a8f2e2-bb7f-41ab-ac1e-91fb0a092c57
## INFO [12:16:02.588] Evaluating 1 configuration(s)
## INFO [12:16:02.602] Benchmark with 10 resampling iterations
## INFO [12:16:02.608] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:02.626] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:02.645] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:02.664] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:02.706] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:02.735] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:02.755] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:02.773] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:02.792] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:02.810] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:02.831] Finished benchmark
## INFO [12:16:02.893] Result of batch 72:
## INFO [12:16:02.895] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:02.895] 53 0.1489921 6 0.5 4fcfa4de-bd54-4c44-8119-6be7254c8934
## INFO [12:16:02.899] Evaluating 1 configuration(s)
## INFO [12:16:02.914] Benchmark with 10 resampling iterations
## INFO [12:16:02.920] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:02.938] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:02.957] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:03.026] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:03.067] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:03.095] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:03.118] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:03.161] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:03.202] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:03.232] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:03.254] Finished benchmark
## INFO [12:16:03.315] Result of batch 73:
## INFO [12:16:03.317] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:03.317] 17 0.3371875 28 0.5 f6bb27c7-42b1-4164-870d-fd624eac0cbf
## INFO [12:16:03.321] Evaluating 1 configuration(s)
## INFO [12:16:03.335] Benchmark with 10 resampling iterations
## INFO [12:16:03.342] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:03.360] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:03.390] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:03.416] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:03.434] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:03.452] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:03.472] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:03.490] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:03.508] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:03.530] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:03.556] Finished benchmark
## INFO [12:16:03.717] Result of batch 74:
## INFO [12:16:03.718] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:03.718] 120 0.3222418 9 0.5 1e0dba9c-f71c-4c04-899c-5affc899c00d
## INFO [12:16:03.723] Evaluating 1 configuration(s)
## INFO [12:16:03.737] Benchmark with 10 resampling iterations
## INFO [12:16:03.745] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:03.763] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:03.782] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:03.801] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:03.841] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:03.892] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:03.945] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:03.998] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:04.038] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:04.056] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:04.075] Finished benchmark
## INFO [12:16:04.136] Result of batch 75:
## INFO [12:16:04.138] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:04.138] 132 0.4493251 18 0.5 30a3b224-952b-4c62-be2d-0ec620350a04
## INFO [12:16:04.143] Evaluating 1 configuration(s)
## INFO [12:16:04.157] Benchmark with 10 resampling iterations
## INFO [12:16:04.163] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:04.181] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:04.212] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:04.245] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:04.282] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:04.304] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:04.324] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:04.342] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:04.360] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:04.378] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:04.405] Finished benchmark
## INFO [12:16:04.487] Result of batch 76:
## INFO [12:16:04.488] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:04.488] 105 0.4460658 30 0.5 75811ede-7b85-4828-8784-0247bb809764
## INFO [12:16:04.492] Evaluating 1 configuration(s)
## INFO [12:16:04.506] Benchmark with 10 resampling iterations
## INFO [12:16:04.512] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:04.530] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:04.547] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:04.565] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:04.596] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:04.619] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:04.637] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:04.662] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:04.704] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:04.733] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:04.757] Finished benchmark
## INFO [12:16:04.828] Result of batch 77:
## INFO [12:16:04.830] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:04.830] 65 0.1926166 19 0.5 30abab59-8085-4ce1-8bad-845ded0310fc
## INFO [12:16:04.833] Evaluating 1 configuration(s)
## INFO [12:16:04.850] Benchmark with 10 resampling iterations
## INFO [12:16:04.857] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:04.877] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:04.896] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:04.917] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:04.938] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:04.958] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:04.977] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:04.995] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:05.013] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:05.030] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:05.049] Finished benchmark
## INFO [12:16:05.133] Result of batch 78:
## INFO [12:16:05.136] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:05.136] 19 0.7071461 9 0.5 1bc94e9c-5d3b-441a-acf7-19d09c2b2973
## INFO [12:16:05.142] Evaluating 1 configuration(s)
## INFO [12:16:05.165] Benchmark with 10 resampling iterations
## INFO [12:16:05.175] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:05.195] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:05.214] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:05.233] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:05.251] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:05.270] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:05.290] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:05.309] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:05.329] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:05.351] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:05.371] Finished benchmark
## INFO [12:16:05.443] Result of batch 79:
## INFO [12:16:05.445] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:05.445] 34 0.7427609 14 0.5 11b65530-b8a6-481c-b844-6d84813c4c68
## INFO [12:16:05.448] Evaluating 1 configuration(s)
## INFO [12:16:05.461] Benchmark with 10 resampling iterations
## INFO [12:16:05.469] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:05.486] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:05.504] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:05.532] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:05.561] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:05.589] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:05.609] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:05.629] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:05.646] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:05.666] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:05.690] Finished benchmark
## INFO [12:16:05.754] Result of batch 80:
## INFO [12:16:05.755] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:05.755] 90 0.1508835 29 0.5 9b304ffe-e87b-4b5a-9b94-96c72d612791
## INFO [12:16:05.759] Evaluating 1 configuration(s)
## INFO [12:16:05.774] Benchmark with 10 resampling iterations
## INFO [12:16:05.781] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:05.803] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:05.828] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:05.867] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:05.885] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:05.902] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:05.919] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:05.937] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:05.957] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:06.004] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:06.052] Finished benchmark
## INFO [12:16:06.116] Result of batch 81:
## INFO [12:16:06.117] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:06.117] 114 0.359337 13 0.5 ad758ddb-d339-4e68-ae97-236c4b008f3a
## INFO [12:16:06.122] Evaluating 1 configuration(s)
## INFO [12:16:06.137] Benchmark with 10 resampling iterations
## INFO [12:16:06.144] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:06.162] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:06.180] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:06.200] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:06.228] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:06.246] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:06.264] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:06.281] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:06.299] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:06.316] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:06.335] Finished benchmark
## INFO [12:16:06.406] Result of batch 82:
## INFO [12:16:06.409] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:06.409] 29 0.9462974 4 0.5 6891ec59-590d-4201-9277-c503ce7abdec
## INFO [12:16:06.415] Evaluating 1 configuration(s)
## INFO [12:16:06.440] Benchmark with 10 resampling iterations
## INFO [12:16:06.452] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:06.475] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:06.496] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:06.516] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:06.536] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:06.555] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:06.574] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:06.594] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:06.614] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:06.634] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:06.655] Finished benchmark
## INFO [12:16:06.720] Result of batch 83:
## INFO [12:16:06.722] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:06.722] 145 0.02520587 16 0.7100612 58a9c1fb-ed80-47e5-af55-a96ef4c99b78
## INFO [12:16:06.725] Evaluating 1 configuration(s)
## INFO [12:16:06.739] Benchmark with 10 resampling iterations
## INFO [12:16:06.746] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:06.764] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:06.782] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:06.814] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:06.847] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:06.880] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:06.900] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:06.919] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:06.937] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:06.955] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:06.977] Finished benchmark
## INFO [12:16:07.111] Result of batch 84:
## INFO [12:16:07.112] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:07.112] 79 0.3190149 29 0.5 19cb8c82-5b03-465b-a996-7b5ee91e7dfe
## INFO [12:16:07.116] Evaluating 1 configuration(s)
## INFO [12:16:07.141] Benchmark with 10 resampling iterations
## INFO [12:16:07.155] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:07.173] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:07.191] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:07.208] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:07.226] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:07.244] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:07.262] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:07.282] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:07.314] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:07.343] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:07.371] Finished benchmark
## INFO [12:16:07.437] Result of batch 85:
## INFO [12:16:07.438] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:07.438] 80 0.1658079 23 0.5 98649576-043d-491d-89cc-d4810434ccc1
## INFO [12:16:07.442] Evaluating 1 configuration(s)
## INFO [12:16:07.456] Benchmark with 10 resampling iterations
## INFO [12:16:07.463] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:07.482] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:07.501] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:07.522] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:07.542] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:07.562] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:07.581] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:07.601] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:07.621] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:07.640] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:07.661] Finished benchmark
## INFO [12:16:07.750] Result of batch 86:
## INFO [12:16:07.753] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:07.753] 78 0.2329023 5 0.5 338811a0-fef0-42a6-af81-e2345d1f428c
## INFO [12:16:07.760] Evaluating 1 configuration(s)
## INFO [12:16:07.787] Benchmark with 10 resampling iterations
## INFO [12:16:07.796] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:07.822] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:07.842] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:07.862] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:07.883] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:07.904] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:07.924] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:07.944] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:07.965] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:07.985] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:08.008] Finished benchmark
## INFO [12:16:08.077] Result of batch 87:
## INFO [12:16:08.078] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:08.078] 54 0.9366003 16 0.5 ab41e1e6-9afc-4886-bb7d-eede88ae84fd
## INFO [12:16:08.084] Evaluating 1 configuration(s)
## INFO [12:16:08.098] Benchmark with 10 resampling iterations
## INFO [12:16:08.105] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:08.126] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:08.156] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:08.190] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:08.221] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:08.243] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:08.263] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:08.284] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:08.311] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:08.343] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:08.364] Finished benchmark
## INFO [12:16:08.427] Result of batch 88:
## INFO [12:16:08.428] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:08.428] 31 0.03615642 7 0.6686733 873355d9-672d-4d0e-944a-669944ed7565
## INFO [12:16:08.433] Evaluating 1 configuration(s)
## INFO [12:16:08.446] Benchmark with 10 resampling iterations
## INFO [12:16:08.453] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:08.470] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:08.488] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:08.505] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:08.522] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:08.554] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:08.572] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:08.616] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:08.648] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:08.674] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:08.697] Finished benchmark
## INFO [12:16:08.767] Result of batch 89:
## INFO [12:16:08.768] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:08.768] 70 0.6928912 18 0.5 6f7a9013-2c10-481b-82bf-ea690bcc3375
## INFO [12:16:08.772] Evaluating 1 configuration(s)
## INFO [12:16:08.786] Benchmark with 10 resampling iterations
## INFO [12:16:08.793] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:08.812] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:08.831] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:08.849] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:08.870] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:08.902] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:08.920] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:08.937] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:08.954] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:08.971] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:09.000] Finished benchmark
## INFO [12:16:09.159] Result of batch 90:
## INFO [12:16:09.161] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:09.161] 116 0.5692699 15 0.5 e6396aed-eee4-4ea3-8913-5eab2e66d9a8
## INFO [12:16:09.165] Evaluating 1 configuration(s)
## INFO [12:16:09.180] Benchmark with 10 resampling iterations
## INFO [12:16:09.187] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:09.205] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:09.223] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:09.256] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:09.276] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:09.301] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:09.320] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:09.349] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:09.370] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:09.390] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:09.411] Finished benchmark
## INFO [12:16:09.479] Result of batch 91:
## INFO [12:16:09.481] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:09.481] 125 0.4908243 9 0.5 9ea3e630-cf05-4cae-95e2-27ace7ed4d27
## INFO [12:16:09.486] Evaluating 1 configuration(s)
## INFO [12:16:09.500] Benchmark with 10 resampling iterations
## INFO [12:16:09.519] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:09.563] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:09.592] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:09.614] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:09.633] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:09.650] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:09.668] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:09.688] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:09.706] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:09.725] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:09.760] Finished benchmark
## INFO [12:16:09.833] Result of batch 92:
## INFO [12:16:09.835] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:09.835] 51 0.5689606 19 0.5 469baf07-211c-4707-9ecc-52e18e96167a
## INFO [12:16:09.839] Evaluating 1 configuration(s)
## INFO [12:16:09.855] Benchmark with 10 resampling iterations
## INFO [12:16:09.877] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:09.902] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:09.923] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:09.943] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:09.963] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:10.011] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:10.045] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:10.070] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:10.091] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:10.111] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:10.133] Finished benchmark
## INFO [12:16:10.212] Result of batch 93:
## INFO [12:16:10.214] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:10.214] 86 0.7045946 12 0.5 d135def5-9593-4729-95e6-2ade47ae5bbf
## INFO [12:16:10.219] Evaluating 1 configuration(s)
## INFO [12:16:10.235] Benchmark with 10 resampling iterations
## INFO [12:16:10.242] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:10.261] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:10.284] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:10.303] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:10.323] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:10.341] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:10.364] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:10.383] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:10.418] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:10.450] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:10.482] Finished benchmark
## INFO [12:16:10.546] Result of batch 94:
## INFO [12:16:10.548] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:10.548] 63 0.2252796 20 0.5 3e60ffcd-73a9-4a91-b7e8-77c7ab5ce3bf
## INFO [12:16:10.553] Evaluating 1 configuration(s)
## INFO [12:16:10.566] Benchmark with 10 resampling iterations
## INFO [12:16:10.575] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:10.593] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:10.611] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:10.631] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:10.652] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:10.692] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:10.715] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:10.737] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:10.784] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:10.808] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:10.834] Finished benchmark
## INFO [12:16:10.930] Result of batch 95:
## INFO [12:16:10.933] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:10.933] 72 0.756633 30 0.5 dec492c3-a9fd-4713-bf80-c258f842a407
## INFO [12:16:10.941] Evaluating 1 configuration(s)
## INFO [12:16:10.959] Benchmark with 10 resampling iterations
## INFO [12:16:10.967] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:10.987] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:11.005] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:11.025] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:11.044] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:11.077] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:11.120] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:11.144] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:11.180] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:11.227] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:11.259] Finished benchmark
## INFO [12:16:11.326] Result of batch 96:
## INFO [12:16:11.327] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:11.327] 44 0.2030861 18 0.5 d5ac1b4f-654b-484d-b3d3-d49ed585e46d
## INFO [12:16:11.331] Evaluating 1 configuration(s)
## INFO [12:16:11.344] Benchmark with 10 resampling iterations
## INFO [12:16:11.351] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:11.382] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:11.413] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:11.440] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:11.462] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:11.486] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:11.505] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:11.527] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:11.547] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:11.566] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:11.586] Finished benchmark
## INFO [12:16:11.650] Result of batch 97:
## INFO [12:16:11.652] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:11.652] 120 0.4431652 30 0.5 b0a1c2dd-a0a7-4400-82ac-bce3cbc921f9
## INFO [12:16:11.655] Evaluating 1 configuration(s)
## INFO [12:16:11.669] Benchmark with 10 resampling iterations
## INFO [12:16:11.677] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:11.696] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:11.716] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:11.734] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:11.751] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:11.793] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:11.830] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:11.856] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:11.877] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:11.896] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:11.918] Finished benchmark
## INFO [12:16:11.987] Result of batch 98:
## INFO [12:16:11.991] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:11.991] 135 0.07687296 20 0.5 a08ef2e7-7cba-4d39-b5fd-ac494df3bfa9
## INFO [12:16:12.003] Evaluating 1 configuration(s)
## INFO [12:16:12.039] Benchmark with 10 resampling iterations
## INFO [12:16:12.050] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:12.071] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:12.091] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:12.120] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:12.142] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:12.164] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:12.182] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:12.214] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:12.269] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:12.302] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:12.341] Finished benchmark
## INFO [12:16:12.413] Result of batch 99:
## INFO [12:16:12.415] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:12.415] 134 0.2574658 11 0.5 644b7d4b-1d5c-453a-8694-b6877e2d3b87
## INFO [12:16:12.420] Evaluating 1 configuration(s)
## INFO [12:16:12.438] Benchmark with 10 resampling iterations
## INFO [12:16:12.445] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:12.465] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:12.484] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:12.505] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:12.524] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:12.542] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:12.560] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:12.584] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:12.623] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:12.647] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:12.672] Finished benchmark
## INFO [12:16:12.787] Result of batch 100:
## INFO [12:16:12.790] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:12.790] 47 0.8898898 15 0.5 efb60638-037d-4328-89b2-3e90d5bc481d
## INFO [12:16:12.810] Finished optimizing after 100 evaluation(s)
## INFO [12:16:12.811] Result:
## INFO [12:16:12.814] minsplit cp maxdepth learner_param_vals x_domain classif.auc
## INFO [12:16:12.814] 38 0.01117758 14 <list[4]> <list[3]> 0.7203244
## INFO [12:16:12.870] Applying learner 'classif.rpart.tuned' on task 'credit' (iter 7/10)
## INFO [12:16:12.890] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals>'
## INFO [12:16:12.917] Evaluating 1 configuration(s)
## INFO [12:16:12.932] Benchmark with 10 resampling iterations
## INFO [12:16:12.939] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:12.964] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:12.993] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:13.031] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:13.059] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:13.078] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:13.105] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:13.143] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:13.190] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:13.239] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:13.287] Finished benchmark
## INFO [12:16:13.431] Result of batch 1:
## INFO [12:16:13.436] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:13.436] 133 0.9299588 22 0.5 6444c330-a71b-4271-8a32-2a64045df444
## INFO [12:16:13.449] Evaluating 1 configuration(s)
## INFO [12:16:13.470] Benchmark with 10 resampling iterations
## INFO [12:16:13.478] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:13.500] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:13.518] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:13.546] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:13.568] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:13.588] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:13.607] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:13.628] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:13.650] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:13.677] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:13.701] Finished benchmark
## INFO [12:16:13.763] Result of batch 2:
## INFO [12:16:13.764] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:13.764] 31 0.8182216 5 0.5 7880a7a9-d1e4-4bbd-8483-425fc16bda38
## INFO [12:16:13.769] Evaluating 1 configuration(s)
## INFO [12:16:13.784] Benchmark with 10 resampling iterations
## INFO [12:16:13.792] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:13.837] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:13.871] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:13.904] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:13.934] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:13.956] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:13.977] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:13.996] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:14.018] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:14.038] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:14.060] Finished benchmark
## INFO [12:16:14.129] Result of batch 3:
## INFO [12:16:14.131] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:14.131] 93 0.7490258 21 0.5 50ed5350-ddcf-4c15-ac12-d6ab628a8cfe
## INFO [12:16:14.136] Evaluating 1 configuration(s)
## INFO [12:16:14.153] Benchmark with 10 resampling iterations
## INFO [12:16:14.160] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:14.183] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:14.203] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:14.224] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:14.251] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:14.273] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:14.324] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:14.370] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:14.417] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:14.458] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:14.492] Finished benchmark
## INFO [12:16:14.562] Result of batch 4:
## INFO [12:16:14.564] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:14.564] 95 0.04328337 28 0.6582542 a4d3b773-7b9f-49f8-bdeb-357349edce9f
## INFO [12:16:14.569] Evaluating 1 configuration(s)
## INFO [12:16:14.584] Benchmark with 10 resampling iterations
## INFO [12:16:14.591] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:14.613] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:14.636] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:14.656] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:14.679] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:14.700] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:14.720] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:14.742] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:14.764] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:14.791] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:14.838] Finished benchmark
## INFO [12:16:14.938] Result of batch 5:
## INFO [12:16:14.940] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:14.940] 122 0.4901563 17 0.5 eaade228-4a8b-4a61-bcfa-fe9125c3a2c4
## INFO [12:16:14.944] Evaluating 1 configuration(s)
## INFO [12:16:14.960] Benchmark with 10 resampling iterations
## INFO [12:16:15.014] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:15.064] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:15.103] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:15.128] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:15.154] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:15.175] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:15.200] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:15.234] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:15.256] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:15.285] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:15.310] Finished benchmark
## INFO [12:16:15.387] Result of batch 6:
## INFO [12:16:15.389] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:15.389] 15 0.2713292 24 0.5 93421c4d-9879-4f3a-9d1d-64952db9b097
## INFO [12:16:15.395] Evaluating 1 configuration(s)
## INFO [12:16:15.428] Benchmark with 10 resampling iterations
## INFO [12:16:15.442] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:15.478] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:15.513] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:15.542] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:15.563] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:15.584] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:15.603] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:15.623] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:15.642] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:15.664] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:15.686] Finished benchmark
## INFO [12:16:15.760] Result of batch 7:
## INFO [12:16:15.762] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:15.762] 106 0.9825187 15 0.5 9a299e01-4ad5-430b-80ee-19181658e443
## INFO [12:16:15.767] Evaluating 1 configuration(s)
## INFO [12:16:15.781] Benchmark with 10 resampling iterations
## INFO [12:16:15.788] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:15.810] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:15.829] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:15.847] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:15.914] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:15.948] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:15.988] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:16.026] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:16.072] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:16.105] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:16.134] Finished benchmark
## INFO [12:16:16.201] Result of batch 8:
## INFO [12:16:16.203] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:16.203] 76 0.2219839 17 0.5 ce10bd04-9574-4390-b773-88229601a023
## INFO [12:16:16.207] Evaluating 1 configuration(s)
## INFO [12:16:16.223] Benchmark with 10 resampling iterations
## INFO [12:16:16.231] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:16.252] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:16.276] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:16.297] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:16.316] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:16.337] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:16.358] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:16.379] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:16.412] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:16.441] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:16.472] Finished benchmark
## INFO [12:16:16.548] Result of batch 9:
## INFO [12:16:16.550] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:16.550] 94 0.8551293 19 0.5 6c78192a-514d-417e-9620-1399405d5cdf
## INFO [12:16:16.555] Evaluating 1 configuration(s)
## INFO [12:16:16.569] Benchmark with 10 resampling iterations
## INFO [12:16:16.577] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:16.596] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:16.615] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:16.642] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:16.667] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:16.696] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:16.720] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:16.747] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:16.772] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:16.799] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:16.822] Finished benchmark
## INFO [12:16:16.912] Result of batch 10:
## INFO [12:16:16.914] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:16.914] 146 0.3162814 11 0.5 3b894eb4-0561-4edf-a99c-36125d33e478
## INFO [12:16:16.921] Evaluating 1 configuration(s)
## INFO [12:16:16.948] Benchmark with 10 resampling iterations
## INFO [12:16:16.962] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:16.987] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:17.013] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:17.033] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:17.052] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:17.074] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:17.097] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:17.135] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:17.168] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:17.187] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:17.206] Finished benchmark
## INFO [12:16:17.263] Result of batch 11:
## INFO [12:16:17.264] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:17.264] 84 0.4134318 29 0.5 05f41005-ce05-45bd-b46d-603e290083bd
## INFO [12:16:17.268] Evaluating 1 configuration(s)
## INFO [12:16:17.281] Benchmark with 10 resampling iterations
## INFO [12:16:17.288] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:17.309] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:17.369] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:17.428] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:17.487] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:17.538] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:17.584] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:17.630] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:17.671] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:17.726] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:17.776] Finished benchmark
## INFO [12:16:17.836] Result of batch 12:
## INFO [12:16:17.838] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:17.838] 98 0.002694171 1 0.5 d7754e1b-ebc9-4be4-8380-16126e0f5895
## INFO [12:16:17.843] Evaluating 1 configuration(s)
## INFO [12:16:17.857] Benchmark with 10 resampling iterations
## INFO [12:16:17.864] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:17.882] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:17.900] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:17.928] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:17.948] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:17.966] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:18.032] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:18.095] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:18.155] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:18.210] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:18.258] Finished benchmark
## INFO [12:16:18.320] Result of batch 13:
## INFO [12:16:18.322] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:18.322] 138 0.8107214 28 0.5 8ee6175e-a9fa-4119-a167-0c023ef4fe03
## INFO [12:16:18.326] Evaluating 1 configuration(s)
## INFO [12:16:18.340] Benchmark with 10 resampling iterations
## INFO [12:16:18.348] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:18.382] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:18.401] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:18.419] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:18.447] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:18.497] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:18.526] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:18.544] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:18.562] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:18.596] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:18.632] Finished benchmark
## INFO [12:16:18.729] Result of batch 14:
## INFO [12:16:18.731] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:18.731] 52 0.2183513 24 0.5 05c53f6b-94d4-443d-9d5c-fbef08fc8fd6
## INFO [12:16:18.735] Evaluating 1 configuration(s)
## INFO [12:16:18.750] Benchmark with 10 resampling iterations
## INFO [12:16:18.756] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:18.775] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:18.796] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:18.832] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:18.853] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:18.882] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:18.905] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:18.925] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:18.942] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:18.961] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:18.983] Finished benchmark
## INFO [12:16:19.075] Result of batch 15:
## INFO [12:16:19.079] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:19.079] 50 0.3021784 1 0.5 12b7686d-8052-464e-b37b-e58b8ec09f98
## INFO [12:16:19.092] Evaluating 1 configuration(s)
## INFO [12:16:19.119] Benchmark with 10 resampling iterations
## INFO [12:16:19.134] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:19.188] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:19.243] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:19.284] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:19.303] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:19.343] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:19.363] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:19.384] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:19.404] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:19.426] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:19.447] Finished benchmark
## INFO [12:16:19.554] Result of batch 16:
## INFO [12:16:19.556] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:19.556] 68 0.2799393 28 0.5 93141e48-42c4-49e4-aeb7-18be032a7874
## INFO [12:16:19.560] Evaluating 1 configuration(s)
## INFO [12:16:19.574] Benchmark with 10 resampling iterations
## INFO [12:16:19.582] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:19.599] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:19.717] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:19.777] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:19.844] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:19.887] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:19.927] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:19.964] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:19.983] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:20.004] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:20.026] Finished benchmark
## INFO [12:16:20.090] Result of batch 17:
## INFO [12:16:20.092] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:20.092] 106 0.7672068 19 0.5 b8eb9aad-e824-4002-bc76-2a001b749ec4
## INFO [12:16:20.096] Evaluating 1 configuration(s)
## INFO [12:16:20.118] Benchmark with 10 resampling iterations
## INFO [12:16:20.136] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:20.190] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:20.236] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:20.285] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:20.318] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:20.338] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:20.374] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:20.418] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:20.451] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:20.482] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:20.511] Finished benchmark
## INFO [12:16:20.575] Result of batch 18:
## INFO [12:16:20.577] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:20.577] 59 0.5918645 21 0.5 c05dba5d-e742-40b0-89f8-be6c95bfc44d
## INFO [12:16:20.580] Evaluating 1 configuration(s)
## INFO [12:16:20.595] Benchmark with 10 resampling iterations
## INFO [12:16:20.602] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:20.623] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:20.643] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:20.661] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:20.682] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:20.701] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:20.730] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:20.775] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:20.793] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:20.811] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:20.830] Finished benchmark
## INFO [12:16:20.938] Result of batch 19:
## INFO [12:16:20.940] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:20.940] 106 0.6093913 5 0.5 075ff0f7-5324-495f-ba46-39e5bad3a52f
## INFO [12:16:20.946] Evaluating 1 configuration(s)
## INFO [12:16:20.961] Benchmark with 10 resampling iterations
## INFO [12:16:20.970] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:20.992] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:21.010] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:21.049] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:21.074] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:21.096] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:21.115] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:21.139] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:21.160] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:21.179] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:21.202] Finished benchmark
## INFO [12:16:21.264] Result of batch 20:
## INFO [12:16:21.265] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:21.265] 12 0.6184765 23 0.5 8497f389-9c86-4987-919c-48d47ce25726
## INFO [12:16:21.271] Evaluating 1 configuration(s)
## INFO [12:16:21.296] Benchmark with 10 resampling iterations
## INFO [12:16:21.310] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:21.341] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:21.373] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:21.401] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:21.423] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:21.450] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:21.470] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:21.491] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:21.516] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:21.536] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:21.559] Finished benchmark
## INFO [12:16:21.623] Result of batch 21:
## INFO [12:16:21.624] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:21.624] 139 0.3234055 23 0.5 c681ea01-6748-47c3-b1f4-8c7f7d675f38
## INFO [12:16:21.628] Evaluating 1 configuration(s)
## INFO [12:16:21.642] Benchmark with 10 resampling iterations
## INFO [12:16:21.648] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:21.669] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:21.693] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:21.710] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:21.748] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:21.778] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:21.811] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:21.842] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:21.862] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:21.886] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:21.908] Finished benchmark
## INFO [12:16:21.974] Result of batch 22:
## INFO [12:16:21.976] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:21.976] 142 0.8953303 23 0.5 9aec2b5d-6598-4add-b173-ef7bd2e3075d
## INFO [12:16:21.980] Evaluating 1 configuration(s)
## INFO [12:16:21.995] Benchmark with 10 resampling iterations
## INFO [12:16:22.002] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:22.022] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:22.043] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:22.062] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:22.082] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:22.101] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:22.123] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:22.142] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:22.180] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:22.213] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:22.254] Finished benchmark
## INFO [12:16:22.347] Result of batch 23:
## INFO [12:16:22.349] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:22.349] 7 0.5964044 15 0.5 c4ae0104-9ec2-4ce4-bb83-53327ab864df
## INFO [12:16:22.353] Evaluating 1 configuration(s)
## INFO [12:16:22.368] Benchmark with 10 resampling iterations
## INFO [12:16:22.376] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:22.397] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:22.419] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:22.446] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:22.465] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:22.485] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:22.505] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:22.524] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:22.542] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:22.563] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:22.583] Finished benchmark
## INFO [12:16:22.694] Result of batch 24:
## INFO [12:16:22.697] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:22.697] 4 0.6113085 5 0.5 f9cb27e0-90fe-4904-9d5e-d630d1681467
## INFO [12:16:22.706] Evaluating 1 configuration(s)
## INFO [12:16:22.735] Benchmark with 10 resampling iterations
## INFO [12:16:22.749] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:22.772] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:22.797] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:22.817] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:22.838] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:22.862] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:22.882] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:22.902] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:22.922] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:22.945] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:22.965] Finished benchmark
## INFO [12:16:23.034] Result of batch 25:
## INFO [12:16:23.036] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:23.036] 86 0.09220153 11 0.5 775850be-61d9-4d52-9027-f335aa409492
## INFO [12:16:23.040] Evaluating 1 configuration(s)
## INFO [12:16:23.055] Benchmark with 10 resampling iterations
## INFO [12:16:23.071] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:23.547] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:23.575] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:23.595] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:23.615] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:23.635] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:23.654] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:23.672] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:23.694] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:23.714] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:23.734] Finished benchmark
## INFO [12:16:23.796] Result of batch 26:
## INFO [12:16:23.797] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:23.797] 64 0.708095 28 0.5 51117d0b-b53f-49cf-bbd0-50c32f766087
## INFO [12:16:23.801] Evaluating 1 configuration(s)
## INFO [12:16:23.815] Benchmark with 10 resampling iterations
## INFO [12:16:23.824] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:23.846] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:23.867] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:23.887] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:23.912] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:23.948] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:23.968] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:23.992] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:24.011] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:24.029] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:24.050] Finished benchmark
## INFO [12:16:24.110] Result of batch 27:
## INFO [12:16:24.111] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:24.111] 118 0.9957873 24 0.5 11aaa20e-259d-4f94-aa45-42715e2d34e4
## INFO [12:16:24.116] Evaluating 1 configuration(s)
## INFO [12:16:24.130] Benchmark with 10 resampling iterations
## INFO [12:16:24.139] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:24.157] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:24.175] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:24.193] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:24.213] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:24.231] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:24.248] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:24.266] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:24.285] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:24.305] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:24.334] Finished benchmark
## INFO [12:16:24.392] Result of batch 28:
## INFO [12:16:24.394] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:24.394] 21 0.5170869 3 0.5 77a4aba0-a335-4567-a3f1-b9b5fd32f4c5
## INFO [12:16:24.397] Evaluating 1 configuration(s)
## INFO [12:16:24.411] Benchmark with 10 resampling iterations
## INFO [12:16:24.418] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:24.441] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:24.460] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:24.479] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:24.498] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:24.522] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:24.543] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:24.563] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:24.584] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:24.604] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:24.624] Finished benchmark
## INFO [12:16:24.694] Result of batch 29:
## INFO [12:16:24.695] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:24.695] 49 0.9382926 26 0.5 2c62283f-48e6-4cd3-878a-e2f5aeac2050
## INFO [12:16:24.710] Evaluating 1 configuration(s)
## INFO [12:16:24.727] Benchmark with 10 resampling iterations
## INFO [12:16:24.735] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:24.755] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:24.772] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:24.790] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:24.808] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:24.829] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:24.847] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:24.865] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:24.891] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:24.908] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:24.928] Finished benchmark
## INFO [12:16:24.992] Result of batch 30:
## INFO [12:16:24.993] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:24.993] 50 0.787539 10 0.5 ddd2cba8-0351-4ba2-a308-c98c36ea3b6f
## INFO [12:16:24.997] Evaluating 1 configuration(s)
## INFO [12:16:25.011] Benchmark with 10 resampling iterations
## INFO [12:16:25.018] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:25.041] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:25.064] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:25.112] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:25.132] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:25.150] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:25.168] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:25.190] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:25.208] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:25.226] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:25.247] Finished benchmark
## INFO [12:16:25.311] Result of batch 31:
## INFO [12:16:25.312] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:25.312] 60 0.1059943 8 0.5 3a8d9a8d-2ff4-4e2b-85f0-5aa58e137e9a
## INFO [12:16:25.318] Evaluating 1 configuration(s)
## INFO [12:16:25.335] Benchmark with 10 resampling iterations
## INFO [12:16:25.344] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:25.365] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:25.384] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:25.408] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:25.427] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:25.445] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:25.465] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:25.502] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:25.523] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:25.543] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:25.565] Finished benchmark
## INFO [12:16:25.626] Result of batch 32:
## INFO [12:16:25.628] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:25.628] 137 0.573701 9 0.5 d50fecb4-0c4c-45b5-8ba2-986cc9274484
## INFO [12:16:25.632] Evaluating 1 configuration(s)
## INFO [12:16:25.646] Benchmark with 10 resampling iterations
## INFO [12:16:25.656] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:25.673] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:25.693] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:25.718] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:25.742] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:25.760] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:25.779] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:25.800] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:25.820] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:25.838] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:25.861] Finished benchmark
## INFO [12:16:25.945] Result of batch 33:
## INFO [12:16:25.946] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:25.946] 7 0.5953201 22 0.5 643f3505-b7fc-4662-a2ad-c4c961aa96d9
## INFO [12:16:25.949] Evaluating 1 configuration(s)
## INFO [12:16:25.964] Benchmark with 10 resampling iterations
## INFO [12:16:25.972] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:25.991] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:26.011] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:26.032] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:26.054] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:26.076] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:26.100] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:26.120] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:26.141] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:26.165] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:26.189] Finished benchmark
## INFO [12:16:26.255] Result of batch 34:
## INFO [12:16:26.256] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:26.256] 98 0.08961365 9 0.5 c2fe389d-e7cb-4a43-a24e-3c02b53e9df0
## INFO [12:16:26.260] Evaluating 1 configuration(s)
## INFO [12:16:26.274] Benchmark with 10 resampling iterations
## INFO [12:16:26.280] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:26.312] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:26.331] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:26.349] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:26.367] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:26.388] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:26.406] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:26.426] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:26.444] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:26.467] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:26.489] Finished benchmark
## INFO [12:16:26.556] Result of batch 35:
## INFO [12:16:26.560] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:26.560] 48 0.6003039 25 0.5 33d27606-0a56-401c-b392-e1ba7f449563
## INFO [12:16:26.564] Evaluating 1 configuration(s)
## INFO [12:16:26.578] Benchmark with 10 resampling iterations
## INFO [12:16:26.585] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:26.609] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:26.629] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:26.648] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:26.667] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:26.710] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:26.829] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:26.859] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:26.881] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:26.900] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:26.921] Finished benchmark
## INFO [12:16:26.977] Result of batch 36:
## INFO [12:16:26.979] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:26.979] 88 0.6462891 3 0.5 73f058e0-19db-45e8-94f8-4f8e7ff3ed79
## INFO [12:16:26.983] Evaluating 1 configuration(s)
## INFO [12:16:26.997] Benchmark with 10 resampling iterations
## INFO [12:16:27.005] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:27.023] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:27.042] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:27.060] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:27.080] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:27.098] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:27.138] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:27.188] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:27.257] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:27.311] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:27.385] Finished benchmark
## INFO [12:16:27.454] Result of batch 37:
## INFO [12:16:27.456] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:27.456] 139 0.4648199 3 0.5 4778745b-090f-4951-91cd-4e6f199aae59
## INFO [12:16:27.459] Evaluating 1 configuration(s)
## INFO [12:16:27.473] Benchmark with 10 resampling iterations
## INFO [12:16:27.480] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:27.501] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:27.522] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:27.540] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:27.559] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:27.578] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:27.597] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:27.617] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:27.634] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:27.654] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:27.676] Finished benchmark
## INFO [12:16:27.753] Result of batch 38:
## INFO [12:16:27.754] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:27.754] 142 0.1026733 10 0.5 880a73b6-690b-4adb-836b-79af9d57f445
## INFO [12:16:27.758] Evaluating 1 configuration(s)
## INFO [12:16:27.771] Benchmark with 10 resampling iterations
## INFO [12:16:27.777] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:27.797] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:27.820] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:27.840] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:27.874] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:27.906] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:27.952] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:27.999] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:28.025] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:28.056] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:28.078] Finished benchmark
## INFO [12:16:28.142] Result of batch 39:
## INFO [12:16:28.144] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:28.144] 38 0.004861027 3 0.707044 114391bb-df85-475b-9e77-38f84b6722f6
## INFO [12:16:28.148] Evaluating 1 configuration(s)
## INFO [12:16:28.162] Benchmark with 10 resampling iterations
## INFO [12:16:28.170] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:28.209] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:28.230] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:28.253] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:28.277] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:28.295] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:28.313] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:28.334] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:28.356] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:28.374] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:28.396] Finished benchmark
## INFO [12:16:28.468] Result of batch 40:
## INFO [12:16:28.469] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:28.469] 61 0.835215 23 0.5 a6cf1b3f-42fe-43db-ba65-e3828d9b4b89
## INFO [12:16:28.473] Evaluating 1 configuration(s)
## INFO [12:16:28.488] Benchmark with 10 resampling iterations
## INFO [12:16:28.495] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:28.515] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:28.532] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:28.550] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:28.581] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:28.598] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:28.615] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:28.634] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:28.653] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:28.672] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:28.691] Finished benchmark
## INFO [12:16:28.749] Result of batch 41:
## INFO [12:16:28.751] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:28.751] 19 0.9815367 5 0.5 3eaf212a-7401-42a8-aa40-b576f0d42ab4
## INFO [12:16:28.754] Evaluating 1 configuration(s)
## INFO [12:16:28.768] Benchmark with 10 resampling iterations
## INFO [12:16:28.776] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:28.795] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:28.814] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:28.832] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:28.851] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:28.869] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:28.888] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:28.917] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:28.937] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:28.956] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:28.977] Finished benchmark
## INFO [12:16:29.043] Result of batch 42:
## INFO [12:16:29.044] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:29.044] 95 0.3316324 29 0.5 f139df84-ea80-4b4b-81ad-cebd2d96bad0
## INFO [12:16:29.049] Evaluating 1 configuration(s)
## INFO [12:16:29.062] Benchmark with 10 resampling iterations
## INFO [12:16:29.071] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:29.092] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:29.112] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:29.134] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:29.154] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:29.178] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:29.196] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:29.216] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:29.237] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:29.256] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:29.277] Finished benchmark
## INFO [12:16:29.355] Result of batch 43:
## INFO [12:16:29.356] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:29.356] 45 0.638225 20 0.5 062d5944-f32f-48bb-a531-c494d4973089
## INFO [12:16:29.360] Evaluating 1 configuration(s)
## INFO [12:16:29.374] Benchmark with 10 resampling iterations
## INFO [12:16:29.384] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:29.402] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:29.420] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:29.438] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:29.458] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:29.478] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:29.498] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:29.517] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:29.539] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:29.558] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:29.579] Finished benchmark
## INFO [12:16:29.645] Result of batch 44:
## INFO [12:16:29.646] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:29.646] 67 0.3956781 25 0.5 fd730f4f-b81e-4f45-a09f-b88d81d7aba6
## INFO [12:16:29.663] Evaluating 1 configuration(s)
## INFO [12:16:29.681] Benchmark with 10 resampling iterations
## INFO [12:16:29.690] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:29.709] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:29.726] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:29.745] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:29.770] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:29.793] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:29.813] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:29.836] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:29.855] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:29.875] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:29.897] Finished benchmark
## INFO [12:16:29.962] Result of batch 45:
## INFO [12:16:29.964] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:29.964] 58 0.12398 11 0.5 394a9448-fce8-4b61-ab94-3e2505fdda6a
## INFO [12:16:29.968] Evaluating 1 configuration(s)
## INFO [12:16:29.983] Benchmark with 10 resampling iterations
## INFO [12:16:29.992] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:30.012] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:30.043] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:30.062] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:30.081] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:30.099] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:30.118] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:30.139] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:30.157] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:30.174] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:30.193] Finished benchmark
## INFO [12:16:30.258] Result of batch 46:
## INFO [12:16:30.259] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:30.259] 98 0.1952767 28 0.5 70f45656-a4aa-4292-8239-7ae03cf5c5bf
## INFO [12:16:30.265] Evaluating 1 configuration(s)
## INFO [12:16:30.279] Benchmark with 10 resampling iterations
## INFO [12:16:30.287] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:30.310] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:30.330] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:30.351] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:30.370] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:30.401] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:30.423] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:30.444] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:30.463] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:30.483] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:30.504] Finished benchmark
## INFO [12:16:30.574] Result of batch 47:
## INFO [12:16:30.576] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:30.576] 138 0.1949447 23 0.5 49f1d47e-672c-4a1d-bbce-08228a236a22
## INFO [12:16:30.582] Evaluating 1 configuration(s)
## INFO [12:16:30.603] Benchmark with 10 resampling iterations
## INFO [12:16:30.611] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:30.640] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:30.674] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:30.695] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:30.735] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:30.756] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:30.774] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:30.794] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:30.833] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:30.854] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:30.877] Finished benchmark
## INFO [12:16:30.936] Result of batch 48:
## INFO [12:16:30.938] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:30.938] 73 0.6660289 19 0.5 9003ef2e-53d4-49b6-acf5-80d861467d8f
## INFO [12:16:30.942] Evaluating 1 configuration(s)
## INFO [12:16:30.959] Benchmark with 10 resampling iterations
## INFO [12:16:30.969] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:30.988] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:31.006] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:31.024] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:31.066] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:31.084] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:31.103] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:31.122] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:31.140] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:31.158] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:31.191] Finished benchmark
## INFO [12:16:31.252] Result of batch 49:
## INFO [12:16:31.253] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:31.253] 29 0.709086 11 0.5 a998c889-d764-41a9-b52e-3d1a530afc2c
## INFO [12:16:31.257] Evaluating 1 configuration(s)
## INFO [12:16:31.278] Benchmark with 10 resampling iterations
## INFO [12:16:31.292] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:31.336] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:31.364] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:31.389] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:31.412] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:31.447] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:31.467] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:31.492] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:31.523] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:31.554] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:31.576] Finished benchmark
## INFO [12:16:31.704] Result of batch 50:
## INFO [12:16:31.705] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:31.705] 140 0.1848653 11 0.5 0dd98177-b54d-4ca7-b227-aab221b34b2d
## INFO [12:16:31.709] Evaluating 1 configuration(s)
## INFO [12:16:31.730] Benchmark with 10 resampling iterations
## INFO [12:16:31.745] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:31.768] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:31.788] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:31.806] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:31.824] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:31.842] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:31.861] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:31.881] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:31.899] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:31.917] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:31.939] Finished benchmark
## INFO [12:16:32.010] Result of batch 51:
## INFO [12:16:32.013] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:32.013] 137 0.8926992 29 0.5 db880467-dab8-4510-8293-b7f76bb6895b
## INFO [12:16:32.021] Evaluating 1 configuration(s)
## INFO [12:16:32.051] Benchmark with 10 resampling iterations
## INFO [12:16:32.064] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:32.134] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:32.186] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:32.235] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:32.281] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:32.311] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:32.359] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:32.411] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:32.460] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:32.509] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:32.571] Finished benchmark
## INFO [12:16:32.699] Result of batch 52:
## INFO [12:16:32.702] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:32.702] 48 0.165581 4 0.5 3a10425e-1033-43f7-ab3b-06a0b92e7881
## INFO [12:16:32.712] Evaluating 1 configuration(s)
## INFO [12:16:32.737] Benchmark with 10 resampling iterations
## INFO [12:16:32.749] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:32.777] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:32.796] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:32.842] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:32.877] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:32.900] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:32.926] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:32.948] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:32.967] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:32.988] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:33.009] Finished benchmark
## INFO [12:16:33.075] Result of batch 53:
## INFO [12:16:33.076] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:33.076] 120 0.2132673 12 0.5 5288f143-dbd3-4bf1-97ac-52155e9f8477
## INFO [12:16:33.082] Evaluating 1 configuration(s)
## INFO [12:16:33.098] Benchmark with 10 resampling iterations
## INFO [12:16:33.105] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:33.128] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:33.148] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:33.170] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:33.192] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:33.241] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:33.264] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:33.298] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:33.352] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:33.392] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:33.434] Finished benchmark
## INFO [12:16:33.511] Result of batch 54:
## INFO [12:16:33.514] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:33.514] 148 0.2920602 12 0.5 20e68280-4951-4229-948d-2b96274c1ef0
## INFO [12:16:33.522] Evaluating 1 configuration(s)
## INFO [12:16:33.537] Benchmark with 10 resampling iterations
## INFO [12:16:33.544] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:33.566] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:33.588] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:33.610] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:33.632] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:33.652] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:33.674] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:33.726] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:33.750] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:33.774] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:33.803] Finished benchmark
## INFO [12:16:33.883] Result of batch 55:
## INFO [12:16:33.884] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:33.884] 73 0.0352801 6 0.6600213 bf2c49ac-06c5-47ab-997b-0527be062ebd
## INFO [12:16:33.888] Evaluating 1 configuration(s)
## INFO [12:16:33.906] Benchmark with 10 resampling iterations
## INFO [12:16:33.918] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:33.939] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:33.967] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:33.989] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:34.025] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:34.052] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:34.080] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:34.101] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:34.122] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:34.189] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:34.220] Finished benchmark
## INFO [12:16:34.302] Result of batch 56:
## INFO [12:16:34.303] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:34.303] 122 0.221454 6 0.5 b8f4e403-4cb3-4118-a9b4-6792d3c77177
## INFO [12:16:34.309] Evaluating 1 configuration(s)
## INFO [12:16:34.326] Benchmark with 10 resampling iterations
## INFO [12:16:34.335] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:34.358] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:34.381] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:34.404] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:34.426] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:34.453] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:34.482] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:34.519] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:34.537] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:34.557] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:34.581] Finished benchmark
## INFO [12:16:34.674] Result of batch 57:
## INFO [12:16:34.679] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:34.679] 59 0.03638906 14 0.6625985 417d12c5-27cd-40d7-81ee-8285e3d89d95
## INFO [12:16:34.689] Evaluating 1 configuration(s)
## INFO [12:16:34.721] Benchmark with 10 resampling iterations
## INFO [12:16:34.731] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:34.760] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:34.784] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:34.806] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:34.829] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:34.855] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:34.875] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:34.899] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:34.937] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:34.957] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:34.979] Finished benchmark
## INFO [12:16:35.049] Result of batch 58:
## INFO [12:16:35.050] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:35.050] 17 0.7066575 14 0.5 39485869-c78c-4b11-affa-6481faba014a
## INFO [12:16:35.058] Evaluating 1 configuration(s)
## INFO [12:16:35.091] Benchmark with 10 resampling iterations
## INFO [12:16:35.103] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:35.143] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:35.204] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:35.270] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:35.332] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:35.367] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:35.388] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:35.409] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:35.432] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:35.472] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:35.513] Finished benchmark
## INFO [12:16:35.683] Result of batch 59:
## INFO [12:16:35.722] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:35.722] 147 0.05598882 24 0.5707366 2cc05683-22f0-4d83-a4b8-8ea1b43eca82
## INFO [12:16:35.751] Evaluating 1 configuration(s)
## INFO [12:16:35.809] Benchmark with 10 resampling iterations
## INFO [12:16:35.820] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:35.850] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:35.869] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:35.887] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:35.907] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:35.946] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:35.973] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:35.993] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:36.017] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:36.052] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:36.074] Finished benchmark
## INFO [12:16:36.138] Result of batch 60:
## INFO [12:16:36.139] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:36.139] 128 0.205483 8 0.5 225fe817-5137-4761-b2a7-e3e9271287f5
## INFO [12:16:36.145] Evaluating 1 configuration(s)
## INFO [12:16:36.158] Benchmark with 10 resampling iterations
## INFO [12:16:36.166] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:36.185] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:36.205] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:36.227] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:36.247] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:36.266] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:36.286] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:36.306] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:36.343] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:36.404] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:36.434] Finished benchmark
## INFO [12:16:36.527] Result of batch 61:
## INFO [12:16:36.530] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:36.530] 79 0.02768964 14 0.7085162 a25133ce-14d6-4d03-9682-79805ca171f2
## INFO [12:16:36.539] Evaluating 1 configuration(s)
## INFO [12:16:36.562] Benchmark with 10 resampling iterations
## INFO [12:16:36.568] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:36.604] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:36.628] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:36.646] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:36.666] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:36.707] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:36.729] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:36.749] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:36.771] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:36.821] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:36.845] Finished benchmark
## INFO [12:16:36.963] Result of batch 62:
## INFO [12:16:36.965] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:36.965] 31 0.2245403 14 0.5 5291110a-1fe7-4ddc-9dbd-bba75373b91c
## INFO [12:16:36.969] Evaluating 1 configuration(s)
## INFO [12:16:36.987] Benchmark with 10 resampling iterations
## INFO [12:16:36.995] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:37.013] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:37.034] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:37.056] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:37.076] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:37.094] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:37.139] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:37.160] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:37.182] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:37.201] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:37.221] Finished benchmark
## INFO [12:16:37.284] Result of batch 63:
## INFO [12:16:37.286] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:37.286] 125 0.2791859 5 0.5 44a9e46e-e2d7-430a-928c-a3ddc139da37
## INFO [12:16:37.290] Evaluating 1 configuration(s)
## INFO [12:16:37.321] Benchmark with 10 resampling iterations
## INFO [12:16:37.334] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:37.357] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:37.375] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:37.393] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:37.429] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:37.449] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:37.479] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:37.500] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:37.535] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:37.563] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:37.584] Finished benchmark
## INFO [12:16:37.661] Result of batch 64:
## INFO [12:16:37.663] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:37.663] 68 0.001722064 2 0.6420011 bdccb9c7-d2e5-40ca-aea8-12748a2dad9e
## INFO [12:16:37.667] Evaluating 1 configuration(s)
## INFO [12:16:37.683] Benchmark with 10 resampling iterations
## INFO [12:16:37.690] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:37.712] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:37.750] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:37.800] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:37.824] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:37.843] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:37.865] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:37.883] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:37.902] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:37.920] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:37.945] Finished benchmark
## INFO [12:16:38.014] Result of batch 65:
## INFO [12:16:38.016] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:38.016] 104 0.5545276 11 0.5 4296d640-5729-45b3-9f8a-27315276d3c2
## INFO [12:16:38.020] Evaluating 1 configuration(s)
## INFO [12:16:38.037] Benchmark with 10 resampling iterations
## INFO [12:16:38.044] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:38.064] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:38.085] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:38.105] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:38.124] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:38.160] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:38.188] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:38.206] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:38.225] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:38.244] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:38.263] Finished benchmark
## INFO [12:16:38.325] Result of batch 66:
## INFO [12:16:38.327] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:38.327] 7 0.664799 6 0.5 b48d580e-0cf9-4e99-b03c-e35ac2c87743
## INFO [12:16:38.330] Evaluating 1 configuration(s)
## INFO [12:16:38.344] Benchmark with 10 resampling iterations
## INFO [12:16:38.351] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:38.368] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:38.393] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:38.436] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:38.487] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:38.537] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:38.586] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:38.628] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:38.685] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:38.720] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:38.742] Finished benchmark
## INFO [12:16:38.827] Result of batch 67:
## INFO [12:16:38.831] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:38.831] 21 0.9775121 30 0.5 d5b49ffc-70e6-436c-8aad-63e02c8e8597
## INFO [12:16:38.836] Evaluating 1 configuration(s)
## INFO [12:16:38.851] Benchmark with 10 resampling iterations
## INFO [12:16:38.858] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:38.876] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:38.894] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:38.916] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:38.934] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:38.953] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:38.971] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:39.009] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:39.031] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:39.056] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:39.094] Finished benchmark
## INFO [12:16:39.201] Result of batch 68:
## INFO [12:16:39.202] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:39.202] 92 0.07609055 26 0.5 3f74c17f-126f-4d2d-974e-1529ce30ee8a
## INFO [12:16:39.208] Evaluating 1 configuration(s)
## INFO [12:16:39.222] Benchmark with 10 resampling iterations
## INFO [12:16:39.230] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:39.256] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:39.294] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:39.315] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:39.346] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:39.367] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:39.387] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:39.411] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:39.435] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:39.459] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:39.481] Finished benchmark
## INFO [12:16:39.589] Result of batch 69:
## INFO [12:16:39.594] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:39.594] 116 0.0185615 10 0.7089031 1bdbfdd1-409b-42ee-a4cd-2ba051fc59b3
## INFO [12:16:39.608] Evaluating 1 configuration(s)
## INFO [12:16:39.641] Benchmark with 10 resampling iterations
## INFO [12:16:39.649] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:39.670] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:39.692] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:39.710] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:39.729] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:39.749] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:39.769] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:39.790] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:39.814] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:39.842] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:39.891] Finished benchmark
## INFO [12:16:40.053] Result of batch 70:
## INFO [12:16:40.059] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:40.059] 117 0.8242339 11 0.5 81fbec9d-928e-4dbb-ac39-070ca6bb7abc
## INFO [12:16:40.069] Evaluating 1 configuration(s)
## INFO [12:16:40.108] Benchmark with 10 resampling iterations
## INFO [12:16:40.154] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:40.219] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:40.269] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:40.310] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:40.329] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:40.360] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:40.378] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:40.398] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:40.427] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:40.445] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:40.475] Finished benchmark
## INFO [12:16:40.540] Result of batch 71:
## INFO [12:16:40.542] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:40.542] 3 0.6878574 2 0.5 19534022-a92e-479c-ba86-10823f47e1e1
## INFO [12:16:40.545] Evaluating 1 configuration(s)
## INFO [12:16:40.564] Benchmark with 10 resampling iterations
## INFO [12:16:40.573] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:40.600] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:40.632] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:40.670] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:40.702] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:40.723] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:40.744] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:40.785] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:40.804] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:40.823] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:40.841] Finished benchmark
## INFO [12:16:40.905] Result of batch 72:
## INFO [12:16:40.906] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:40.906] 149 0.5904119 9 0.5 7c1fc769-c720-493c-9edb-c241ae0e0cc1
## INFO [12:16:40.910] Evaluating 1 configuration(s)
## INFO [12:16:40.926] Benchmark with 10 resampling iterations
## INFO [12:16:40.934] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:40.952] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:40.971] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:40.988] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:41.028] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:41.106] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:41.164] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:41.190] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:41.217] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:41.237] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:41.270] Finished benchmark
## INFO [12:16:41.347] Result of batch 73:
## INFO [12:16:41.349] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:41.349] 106 0.5231574 11 0.5 ec7ac6c6-3c38-42bf-b956-f9814ddddadd
## INFO [12:16:41.352] Evaluating 1 configuration(s)
## INFO [12:16:41.366] Benchmark with 10 resampling iterations
## INFO [12:16:41.373] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:41.394] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:41.414] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:41.432] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:41.452] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:41.472] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:41.490] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:41.528] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:41.556] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:41.573] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:41.602] Finished benchmark
## INFO [12:16:41.717] Result of batch 74:
## INFO [12:16:41.718] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:41.718] 62 0.5803516 7 0.5 0e7466b1-2a89-4d7c-997d-a967c2f2a200
## INFO [12:16:41.723] Evaluating 1 configuration(s)
## INFO [12:16:41.736] Benchmark with 10 resampling iterations
## INFO [12:16:41.744] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:41.765] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:41.783] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:41.801] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:41.820] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:41.841] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:41.859] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:41.877] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:41.895] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:41.936] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:41.963] Finished benchmark
## INFO [12:16:42.026] Result of batch 75:
## INFO [12:16:42.028] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:42.028] 34 0.7455191 28 0.5 a5e0d851-0ad4-4f0f-bf02-edc9c6fc075f
## INFO [12:16:42.032] Evaluating 1 configuration(s)
## INFO [12:16:42.047] Benchmark with 10 resampling iterations
## INFO [12:16:42.066] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:42.110] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:42.145] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:42.180] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:42.223] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:42.249] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:42.293] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:42.324] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:42.342] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:42.364] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:42.402] Finished benchmark
## INFO [12:16:42.528] Result of batch 76:
## INFO [12:16:42.531] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:42.531] 102 0.645475 22 0.5 b54c6b66-1614-46a7-8400-83cc97dd03bc
## INFO [12:16:42.541] Evaluating 1 configuration(s)
## INFO [12:16:42.563] Benchmark with 10 resampling iterations
## INFO [12:16:42.571] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:42.593] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:42.611] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:42.629] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:42.650] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:42.674] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:42.699] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:42.721] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:42.742] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:42.761] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:42.782] Finished benchmark
## INFO [12:16:42.879] Result of batch 77:
## INFO [12:16:42.882] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:42.882] 96 0.9353974 21 0.5 66a47d73-d13f-4f19-a003-727fce66291b
## INFO [12:16:42.887] Evaluating 1 configuration(s)
## INFO [12:16:42.901] Benchmark with 10 resampling iterations
## INFO [12:16:42.909] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:42.929] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:42.951] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:42.973] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:42.992] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:43.011] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:43.036] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:43.057] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:43.079] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:43.100] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:43.130] Finished benchmark
## INFO [12:16:43.211] Result of batch 78:
## INFO [12:16:43.213] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:43.213] 54 0.001078863 29 0.7014764 88d4db23-7b36-4843-ae2c-fb24ebfd9a54
## INFO [12:16:43.221] Evaluating 1 configuration(s)
## INFO [12:16:43.243] Benchmark with 10 resampling iterations
## INFO [12:16:43.251] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:43.274] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:43.293] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:43.313] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:43.336] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:43.357] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:43.375] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:43.395] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:43.416] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:43.435] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:43.459] Finished benchmark
## INFO [12:16:43.529] Result of batch 79:
## INFO [12:16:43.530] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:43.530] 13 0.5534902 19 0.5 6dd04891-6206-4d60-97a7-4d12f1d43857
## INFO [12:16:43.534] Evaluating 1 configuration(s)
## INFO [12:16:43.551] Benchmark with 10 resampling iterations
## INFO [12:16:43.574] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:43.601] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:43.623] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:43.643] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:43.661] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:43.681] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:43.702] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:43.724] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:43.743] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:43.763] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:43.787] Finished benchmark
## INFO [12:16:43.862] Result of batch 80:
## INFO [12:16:43.864] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:43.864] 125 0.9944243 8 0.5 1f72a5fe-516f-4aaa-b4c8-83b267b0e2b6
## INFO [12:16:43.868] Evaluating 1 configuration(s)
## INFO [12:16:43.881] Benchmark with 10 resampling iterations
## INFO [12:16:43.889] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:43.908] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:43.990] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:44.022] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:44.045] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:44.065] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:44.088] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:44.107] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:44.128] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:44.148] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:44.170] Finished benchmark
## INFO [12:16:44.243] Result of batch 81:
## INFO [12:16:44.244] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:44.244] 9 0.2032107 5 0.5 bb04b0b6-bd69-4dbc-ab9d-767750e937d7
## INFO [12:16:44.248] Evaluating 1 configuration(s)
## INFO [12:16:44.263] Benchmark with 10 resampling iterations
## INFO [12:16:44.270] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:44.291] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:44.312] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:44.331] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:44.350] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:44.394] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:44.425] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:44.451] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:44.474] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:44.492] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:44.522] Finished benchmark
## INFO [12:16:44.600] Result of batch 82:
## INFO [12:16:44.601] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:44.601] 53 0.2380364 11 0.5 9f493542-c247-4994-834d-2b490d147acd
## INFO [12:16:44.607] Evaluating 1 configuration(s)
## INFO [12:16:44.621] Benchmark with 10 resampling iterations
## INFO [12:16:44.628] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:44.648] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:44.671] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:44.692] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:44.710] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:44.737] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:44.765] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:44.792] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:44.830] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:44.863] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:44.888] Finished benchmark
## INFO [12:16:44.957] Result of batch 83:
## INFO [12:16:44.959] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:44.959] 12 0.6291315 16 0.5 47583e7a-05aa-442c-8da5-d79ea8da9dcf
## INFO [12:16:44.964] Evaluating 1 configuration(s)
## INFO [12:16:44.979] Benchmark with 10 resampling iterations
## INFO [12:16:44.989] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:45.010] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:45.029] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:45.051] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:45.074] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:45.093] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:45.111] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:45.132] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:45.151] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:45.170] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:45.202] Finished benchmark
## INFO [12:16:45.291] Result of batch 84:
## INFO [12:16:45.292] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:45.292] 137 0.2696866 17 0.5 c8dd2edb-796c-489d-bd10-7a7f9468227b
## INFO [12:16:45.296] Evaluating 1 configuration(s)
## INFO [12:16:45.309] Benchmark with 10 resampling iterations
## INFO [12:16:45.316] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:45.334] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:45.355] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:45.372] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:45.390] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:45.408] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:45.439] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:45.473] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:45.491] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:45.510] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:45.531] Finished benchmark
## INFO [12:16:45.623] Result of batch 85:
## INFO [12:16:45.625] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:45.625] 61 0.819955 13 0.5 4766dcba-caf1-4518-8ef3-a062dc4248cd
## INFO [12:16:45.637] Evaluating 1 configuration(s)
## INFO [12:16:45.692] Benchmark with 10 resampling iterations
## INFO [12:16:45.708] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:45.727] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:45.766] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:45.819] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:45.865] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:45.914] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:45.951] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:45.972] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:45.990] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:46.008] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:46.030] Finished benchmark
## INFO [12:16:46.096] Result of batch 86:
## INFO [12:16:46.098] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:46.098] 22 0.9984567 1 0.5 328d4f9f-e83f-4e55-b733-a65a0eff68f9
## INFO [12:16:46.103] Evaluating 1 configuration(s)
## INFO [12:16:46.117] Benchmark with 10 resampling iterations
## INFO [12:16:46.125] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:46.174] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:46.205] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:46.228] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:46.245] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:46.266] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:46.285] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:46.303] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:46.321] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:46.342] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:46.362] Finished benchmark
## INFO [12:16:46.431] Result of batch 87:
## INFO [12:16:46.432] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:46.432] 7 0.8621069 11 0.5 ab8f7dbe-9097-42a4-b88a-a78a6c56eb48
## INFO [12:16:46.437] Evaluating 1 configuration(s)
## INFO [12:16:46.450] Benchmark with 10 resampling iterations
## INFO [12:16:46.457] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:46.478] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:46.500] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:46.533] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:46.565] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:46.593] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:46.612] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:46.632] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:46.652] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:46.670] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:46.692] Finished benchmark
## INFO [12:16:46.769] Result of batch 88:
## INFO [12:16:46.772] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:46.772] 150 0.3966171 13 0.5 fd338837-3f35-415a-bc4e-89c4e0c9191b
## INFO [12:16:46.784] Evaluating 1 configuration(s)
## INFO [12:16:46.824] Benchmark with 10 resampling iterations
## INFO [12:16:46.843] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:46.884] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:46.906] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:46.926] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:46.944] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:46.962] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:47.020] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:47.056] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:47.103] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:47.130] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:47.150] Finished benchmark
## INFO [12:16:47.227] Result of batch 89:
## INFO [12:16:47.230] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:47.230] 96 0.9683849 5 0.5 a461108c-29ad-440c-9607-ac73d290d5fb
## INFO [12:16:47.242] Evaluating 1 configuration(s)
## INFO [12:16:47.284] Benchmark with 10 resampling iterations
## INFO [12:16:47.305] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:47.351] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:47.372] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:47.393] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:47.411] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:47.429] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:47.446] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:47.465] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:47.504] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:47.533] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:47.561] Finished benchmark
## INFO [12:16:47.666] Result of batch 90:
## INFO [12:16:47.671] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:47.671] 75 0.8357548 25 0.5 06bcfa99-5184-4e2f-a2c6-0a3a23fcd458
## INFO [12:16:47.691] Evaluating 1 configuration(s)
## INFO [12:16:47.728] Benchmark with 10 resampling iterations
## INFO [12:16:47.745] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:47.766] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:47.786] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:47.805] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:47.825] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:47.845] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:47.865] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:47.883] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:47.903] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:47.922] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:47.961] Finished benchmark
## INFO [12:16:48.044] Result of batch 91:
## INFO [12:16:48.046] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:48.046] 141 0.187446 4 0.5 71e7aee9-74be-495b-9680-8f2d72a96ba9
## INFO [12:16:48.050] Evaluating 1 configuration(s)
## INFO [12:16:48.068] Benchmark with 10 resampling iterations
## INFO [12:16:48.075] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:48.093] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:48.112] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:48.135] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:48.154] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:48.172] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:48.191] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:48.211] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:48.230] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:48.248] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:48.268] Finished benchmark
## INFO [12:16:48.405] Result of batch 92:
## INFO [12:16:48.408] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:48.408] 63 0.4988026 9 0.5 4c0c3205-39de-464d-846d-56fa5cb629b0
## INFO [12:16:48.413] Evaluating 1 configuration(s)
## INFO [12:16:48.429] Benchmark with 10 resampling iterations
## INFO [12:16:48.437] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:48.455] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:48.474] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:48.491] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:48.512] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:48.556] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:48.594] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:48.613] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:48.632] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:48.652] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:48.673] Finished benchmark
## INFO [12:16:48.747] Result of batch 93:
## INFO [12:16:48.751] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:48.751] 145 0.4106596 13 0.5 b3663c7e-397f-436f-8b2a-98309041e091
## INFO [12:16:48.758] Evaluating 1 configuration(s)
## INFO [12:16:48.780] Benchmark with 10 resampling iterations
## INFO [12:16:48.793] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:48.818] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:48.855] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:48.892] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:48.912] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:48.930] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:48.949] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:48.969] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:48.988] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:49.006] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:49.026] Finished benchmark
## INFO [12:16:49.092] Result of batch 94:
## INFO [12:16:49.094] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:49.094] 83 0.8795126 8 0.5 28d9050d-1ec1-4301-9410-557967d7780e
## INFO [12:16:49.097] Evaluating 1 configuration(s)
## INFO [12:16:49.124] Benchmark with 10 resampling iterations
## INFO [12:16:49.130] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:49.170] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:49.218] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:49.269] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:49.292] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:49.314] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:49.340] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:49.366] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:49.387] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:49.407] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:49.430] Finished benchmark
## INFO [12:16:49.503] Result of batch 95:
## INFO [12:16:49.505] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:49.505] 91 0.5813572 13 0.5 05e90567-353c-4c31-8f86-674e16fd2ff3
## INFO [12:16:49.508] Evaluating 1 configuration(s)
## INFO [12:16:49.522] Benchmark with 10 resampling iterations
## INFO [12:16:49.528] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:49.548] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:49.584] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:49.638] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:49.691] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:49.739] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:49.785] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:49.820] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:49.837] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:49.855] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:49.877] Finished benchmark
## INFO [12:16:49.952] Result of batch 96:
## INFO [12:16:49.954] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:49.954] 150 0.967619 4 0.5 f8b00956-f3bb-4488-a3e2-741e4bea8bdc
## INFO [12:16:49.958] Evaluating 1 configuration(s)
## INFO [12:16:49.987] Benchmark with 10 resampling iterations
## INFO [12:16:50.007] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:50.057] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:50.107] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:50.157] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:50.236] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:50.279] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:50.305] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:50.323] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:50.342] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:50.361] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:50.381] Finished benchmark
## INFO [12:16:50.447] Result of batch 97:
## INFO [12:16:50.449] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:50.449] 19 0.8971896 3 0.5 fd2c4c82-f9b0-47f6-b7f4-2e79fe76ed62
## INFO [12:16:50.455] Evaluating 1 configuration(s)
## INFO [12:16:50.471] Benchmark with 10 resampling iterations
## INFO [12:16:50.478] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:50.514] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:50.539] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:50.557] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:50.575] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:50.608] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:50.639] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:50.671] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:50.695] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:50.715] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:50.734] Finished benchmark
## INFO [12:16:50.802] Result of batch 98:
## INFO [12:16:50.803] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:50.803] 21 0.7065794 24 0.5 4b112a9f-4106-40ec-9266-bf51ece5d13d
## INFO [12:16:50.807] Evaluating 1 configuration(s)
## INFO [12:16:50.822] Benchmark with 10 resampling iterations
## INFO [12:16:50.830] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:50.850] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:50.875] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:50.908] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:50.927] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:50.947] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:50.965] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:51.006] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:51.036] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:51.062] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:51.083] Finished benchmark
## INFO [12:16:51.179] Result of batch 99:
## INFO [12:16:51.180] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:51.180] 36 0.4166868 13 0.5 5f4576bb-a49e-438d-9f2b-1a408e446e3e
## INFO [12:16:51.185] Evaluating 1 configuration(s)
## INFO [12:16:51.199] Benchmark with 10 resampling iterations
## INFO [12:16:51.207] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:51.234] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:51.252] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:51.276] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:51.296] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:51.315] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:51.333] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:51.351] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:51.390] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:51.419] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:51.452] Finished benchmark
## INFO [12:16:51.537] Result of batch 100:
## INFO [12:16:51.538] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:51.538] 31 0.3744091 7 0.5 2ce691ae-c9ee-412a-9e34-52c6b70a60e5
## INFO [12:16:51.546] Finished optimizing after 100 evaluation(s)
## INFO [12:16:51.547] Result:
## INFO [12:16:51.550] minsplit cp maxdepth learner_param_vals x_domain classif.auc
## INFO [12:16:51.550] 116 0.0185615 10 <list[4]> <list[3]> 0.7089031
## INFO [12:16:51.604] Applying learner 'chimerge.classif.log_reg' on task 'credit' (iter 8/10)
## [INFO] creating woe binning ...
## [INFO] converting into woe values ...
## [INFO] converting into woe values ...
## INFO [12:16:56.253] Applying learner 'classif.rpart.tuned' on task 'credit' (iter 1/10)
## INFO [12:16:56.303] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals>'
## INFO [12:16:56.330] Evaluating 1 configuration(s)
## INFO [12:16:56.346] Benchmark with 10 resampling iterations
## INFO [12:16:56.353] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:56.373] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:56.402] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:56.428] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:56.446] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:56.467] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:56.504] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:56.560] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:56.612] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:56.638] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:56.666] Finished benchmark
## INFO [12:16:56.741] Result of batch 1:
## INFO [12:16:56.744] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:56.744] 48 0.7364832 5 0.5 2fba0706-9978-4db4-ae28-ca7cc5a9ceb2
## INFO [12:16:56.750] Evaluating 1 configuration(s)
## INFO [12:16:56.775] Benchmark with 10 resampling iterations
## INFO [12:16:56.788] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:56.826] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:56.850] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:56.869] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:56.887] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:56.912] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:56.931] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:56.960] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:56.999] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:57.056] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:57.105] Finished benchmark
## INFO [12:16:57.174] Result of batch 2:
## INFO [12:16:57.176] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:57.176] 53 0.156827 6 0.5 877522ee-8438-46c5-a7bb-a480edb6f628
## INFO [12:16:57.180] Evaluating 1 configuration(s)
## INFO [12:16:57.217] Benchmark with 10 resampling iterations
## INFO [12:16:57.230] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:57.255] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:57.274] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:57.296] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:57.314] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:57.332] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:57.364] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:57.410] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:57.460] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:57.508] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:57.564] Finished benchmark
## INFO [12:16:57.717] Result of batch 3:
## INFO [12:16:57.720] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:57.720] 111 0.2940142 6 0.5 418ee3d2-4e70-4cd8-b272-94a6e0713223
## INFO [12:16:57.730] Evaluating 1 configuration(s)
## INFO [12:16:57.764] Benchmark with 10 resampling iterations
## INFO [12:16:57.828] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:57.860] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:57.893] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:57.922] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:57.940] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:57.961] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:57.983] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:58.001] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:58.024] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:58.049] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:58.080] Finished benchmark
## INFO [12:16:58.164] Result of batch 4:
## INFO [12:16:58.166] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:58.166] 106 0.5789753 20 0.5 7264c30e-7cf6-4627-a971-80606c33e001
## INFO [12:16:58.169] Evaluating 1 configuration(s)
## INFO [12:16:58.186] Benchmark with 10 resampling iterations
## INFO [12:16:58.197] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:58.226] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:58.265] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:58.339] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:58.385] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:58.436] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:58.469] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:58.488] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:58.509] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:58.529] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:58.560] Finished benchmark
## INFO [12:16:58.626] Result of batch 5:
## INFO [12:16:58.628] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:58.628] 112 0.2716463 30 0.5 40f8889d-1eba-419a-895c-2c6075866e12
## INFO [12:16:58.634] Evaluating 1 configuration(s)
## INFO [12:16:58.659] Benchmark with 10 resampling iterations
## INFO [12:16:58.675] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:58.726] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:58.763] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:58.783] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:58.805] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:58.846] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:58.880] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:58.926] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:58.963] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:59.011] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:59.043] Finished benchmark
## INFO [12:16:59.100] Result of batch 6:
## INFO [12:16:59.102] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:59.102] 36 0.02891151 8 0.6920372 cc71683f-d2e3-421d-b41e-ac029c63b753
## INFO [12:16:59.106] Evaluating 1 configuration(s)
## INFO [12:16:59.121] Benchmark with 10 resampling iterations
## INFO [12:16:59.129] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:59.149] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:59.171] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:59.190] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:59.208] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:59.228] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:59.248] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:59.289] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:59.319] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:59.349] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:59.377] Finished benchmark
## INFO [12:16:59.431] Result of batch 7:
## INFO [12:16:59.433] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:59.433] 111 0.3923899 6 0.5 20e356f1-712c-4004-9774-548b538ecfb2
## INFO [12:16:59.436] Evaluating 1 configuration(s)
## INFO [12:16:59.451] Benchmark with 10 resampling iterations
## INFO [12:16:59.460] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:59.480] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:16:59.499] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:16:59.519] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:16:59.543] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:16:59.562] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:16:59.581] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:16:59.612] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:59.665] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:16:59.749] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:16:59.784] Finished benchmark
## INFO [12:16:59.877] Result of batch 8:
## INFO [12:16:59.878] minsplit cp maxdepth classif.auc uhash
## INFO [12:16:59.878] 26 0.02722593 16 0.6918111 0211de61-a6c4-43ac-a20b-559cdb153cce
## INFO [12:16:59.882] Evaluating 1 configuration(s)
## INFO [12:16:59.906] Benchmark with 10 resampling iterations
## INFO [12:16:59.921] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:16:59.958] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:16:59.979] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:00.025] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:00.061] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:00.101] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:00.137] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:00.181] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:00.237] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:00.290] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:00.361] Finished benchmark
## INFO [12:17:00.462] Result of batch 9:
## INFO [12:17:00.464] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:00.464] 46 0.06375124 12 0.5141822 b888313a-924f-4bca-8358-71b0d3158b25
## INFO [12:17:00.469] Evaluating 1 configuration(s)
## INFO [12:17:00.485] Benchmark with 10 resampling iterations
## INFO [12:17:00.493] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:00.514] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:00.533] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:00.551] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:00.568] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:00.591] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:00.610] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:00.629] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:00.647] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:00.666] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:00.688] Finished benchmark
## INFO [12:17:00.773] Result of batch 10:
## INFO [12:17:00.776] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:00.776] 70 0.4036495 10 0.5 b9d1ac5a-894a-4905-a800-e499a58db149
## INFO [12:17:00.783] Evaluating 1 configuration(s)
## INFO [12:17:00.806] Benchmark with 10 resampling iterations
## INFO [12:17:00.819] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:00.858] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:00.876] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:00.912] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:00.960] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:01.009] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:01.059] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:01.109] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:01.159] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:01.178] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:01.200] Finished benchmark
## INFO [12:17:01.263] Result of batch 11:
## INFO [12:17:01.265] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:01.265] 116 0.7398792 16 0.5 3788e136-ed43-4fed-9fa9-dd5c41b5eab2
## INFO [12:17:01.285] Evaluating 1 configuration(s)
## INFO [12:17:01.308] Benchmark with 10 resampling iterations
## INFO [12:17:01.320] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:01.351] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:01.380] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:01.404] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:01.426] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:01.466] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:01.514] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:01.569] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:01.621] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:01.683] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:01.744] Finished benchmark
## INFO [12:17:01.909] Result of batch 12:
## INFO [12:17:01.911] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:01.911] 86 0.3822008 19 0.5 88226122-7b28-4322-8aef-b8f97f1054d8
## INFO [12:17:01.914] Evaluating 1 configuration(s)
## INFO [12:17:01.929] Benchmark with 10 resampling iterations
## INFO [12:17:01.939] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:02.002] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:02.052] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:02.098] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:02.148] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:02.181] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:02.207] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:02.258] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:02.293] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:02.328] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:02.349] Finished benchmark
## INFO [12:17:02.439] Result of batch 13:
## INFO [12:17:02.443] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:02.443] 147 0.7224375 27 0.5 e34727e0-43c6-42fd-a9fe-7c39670448b2
## INFO [12:17:02.457] Evaluating 1 configuration(s)
## INFO [12:17:02.497] Benchmark with 10 resampling iterations
## INFO [12:17:02.514] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:02.568] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:02.632] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:02.678] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:02.712] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:02.741] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:02.765] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:02.785] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:02.804] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:02.825] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:02.848] Finished benchmark
## INFO [12:17:02.914] Result of batch 14:
## INFO [12:17:02.915] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:02.915] 141 0.7284031 27 0.5 0934b72c-ff67-4876-bcef-91af1b0e1e97
## INFO [12:17:02.920] Evaluating 1 configuration(s)
## INFO [12:17:02.937] Benchmark with 10 resampling iterations
## INFO [12:17:02.945] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:02.966] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:02.992] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:03.018] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:03.059] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:03.088] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:03.117] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:03.163] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:03.198] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:03.225] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:03.259] Finished benchmark
## INFO [12:17:03.335] Result of batch 15:
## INFO [12:17:03.338] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:03.338] 32 0.4602716 6 0.5 bc83edb8-9a4d-4afd-b391-01de0775869e
## INFO [12:17:03.345] Evaluating 1 configuration(s)
## INFO [12:17:03.370] Benchmark with 10 resampling iterations
## INFO [12:17:03.382] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:03.410] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:03.432] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:03.460] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:03.490] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:03.533] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:03.564] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:03.598] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:03.625] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:03.646] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:03.667] Finished benchmark
## INFO [12:17:03.729] Result of batch 16:
## INFO [12:17:03.731] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:03.731] 65 0.4341857 24 0.5 3530cdff-d9f8-4249-a692-47c651002169
## INFO [12:17:03.737] Evaluating 1 configuration(s)
## INFO [12:17:03.753] Benchmark with 10 resampling iterations
## INFO [12:17:03.761] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:03.781] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:03.813] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:03.835] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:03.853] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:03.871] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:03.907] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:03.936] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:03.966] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:03.995] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:04.015] Finished benchmark
## INFO [12:17:04.078] Result of batch 17:
## INFO [12:17:04.079] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:04.079] 51 0.2114257 25 0.5 1b1be9c6-f247-47e0-9d34-96c5b3e696b4
## INFO [12:17:04.083] Evaluating 1 configuration(s)
## INFO [12:17:04.098] Benchmark with 10 resampling iterations
## INFO [12:17:04.108] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:04.129] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:04.149] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:04.170] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:04.201] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:04.222] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:04.240] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:04.275] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:04.305] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:04.346] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:04.383] Finished benchmark
## INFO [12:17:04.441] Result of batch 18:
## INFO [12:17:04.443] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:04.443] 73 0.1359779 2 0.5 3c0dad06-cb19-41aa-8aa3-63c14301f49c
## INFO [12:17:04.447] Evaluating 1 configuration(s)
## INFO [12:17:04.460] Benchmark with 10 resampling iterations
## INFO [12:17:04.467] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:04.493] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:04.512] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:04.531] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:04.552] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:04.573] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:04.610] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:04.629] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:04.665] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:04.695] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:04.730] Finished benchmark
## INFO [12:17:04.795] Result of batch 19:
## INFO [12:17:04.796] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:04.796] 94 0.1602411 14 0.5 7ca6cb2a-ced5-430c-a8b0-e048e6254a83
## INFO [12:17:04.800] Evaluating 1 configuration(s)
## INFO [12:17:04.816] Benchmark with 10 resampling iterations
## INFO [12:17:04.826] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:04.845] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:04.878] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:04.896] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:04.915] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:04.939] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:04.958] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:04.976] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:04.996] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:05.034] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:05.074] Finished benchmark
## INFO [12:17:05.164] Result of batch 20:
## INFO [12:17:05.166] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:05.166] 80 0.4354421 22 0.5 d60d5bf2-3af2-4304-8a62-7a21e4af06a7
## INFO [12:17:05.173] Evaluating 1 configuration(s)
## INFO [12:17:05.198] Benchmark with 10 resampling iterations
## INFO [12:17:05.205] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:05.226] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:05.247] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:05.266] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:05.287] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:05.307] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:05.332] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:05.352] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:05.372] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:05.394] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:05.437] Finished benchmark
## INFO [12:17:05.525] Result of batch 21:
## INFO [12:17:05.528] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:05.528] 35 0.8373002 13 0.5 4824fe23-ba5f-4487-b5d4-18d7876f48d7
## INFO [12:17:05.533] Evaluating 1 configuration(s)
## INFO [12:17:05.549] Benchmark with 10 resampling iterations
## INFO [12:17:05.558] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:05.581] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:05.609] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:05.629] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:05.649] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:05.674] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:05.698] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:05.720] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:05.755] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:05.798] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:05.866] Finished benchmark
## INFO [12:17:05.972] Result of batch 22:
## INFO [12:17:05.974] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:05.974] 29 0.05952225 22 0.5862179 06a95e2f-72f4-4111-bf2d-ec39507820fa
## INFO [12:17:05.978] Evaluating 1 configuration(s)
## INFO [12:17:05.995] Benchmark with 10 resampling iterations
## INFO [12:17:06.002] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:06.021] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:06.041] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:06.062] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:06.082] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:06.101] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:06.122] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:06.147] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:06.169] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:06.190] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:06.212] Finished benchmark
## INFO [12:17:06.325] Result of batch 23:
## INFO [12:17:06.327] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:06.327] 129 0.5388922 20 0.5 d04162dc-ad0b-4ff5-a008-05069fab5106
## INFO [12:17:06.331] Evaluating 1 configuration(s)
## INFO [12:17:06.347] Benchmark with 10 resampling iterations
## INFO [12:17:06.358] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:06.376] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:06.396] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:06.415] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:06.439] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:06.459] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:06.479] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:06.498] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:06.519] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:06.540] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:06.559] Finished benchmark
## INFO [12:17:06.680] Result of batch 24:
## INFO [12:17:06.682] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:06.682] 106 0.9641817 28 0.5 556809ca-67ff-4e4b-b7af-2ceea94e6eef
## INFO [12:17:06.690] Evaluating 1 configuration(s)
## INFO [12:17:06.709] Benchmark with 10 resampling iterations
## INFO [12:17:06.724] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:06.751] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:06.770] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:06.789] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:06.810] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:06.830] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:06.850] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:06.870] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:06.893] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:06.913] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:06.933] Finished benchmark
## INFO [12:17:07.101] Result of batch 25:
## INFO [12:17:07.106] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:07.106] 44 0.5016022 29 0.5 7c4ff999-0a07-4420-886a-0814a772e7ba
## INFO [12:17:07.123] Evaluating 1 configuration(s)
## INFO [12:17:07.165] Benchmark with 10 resampling iterations
## INFO [12:17:07.185] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:07.211] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:07.251] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:07.298] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:07.343] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:07.374] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:07.410] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:07.450] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:07.482] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:07.520] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:07.540] Finished benchmark
## INFO [12:17:07.689] Result of batch 26:
## INFO [12:17:07.691] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:07.691] 60 0.8341159 16 0.5 fc73dc5a-e3b5-4121-bd3e-575adea45ead
## INFO [12:17:07.698] Evaluating 1 configuration(s)
## INFO [12:17:07.725] Benchmark with 10 resampling iterations
## INFO [12:17:07.738] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:07.758] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:07.779] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:07.801] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:07.821] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:07.840] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:07.861] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:07.881] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:07.903] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:07.921] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:07.948] Finished benchmark
## INFO [12:17:08.038] Result of batch 27:
## INFO [12:17:08.040] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:08.040] 14 0.6099193 1 0.5 f6102863-8c3b-4b8f-8a8c-9b83eadc597c
## INFO [12:17:08.047] Evaluating 1 configuration(s)
## INFO [12:17:08.071] Benchmark with 10 resampling iterations
## INFO [12:17:08.087] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:08.118] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:08.146] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:08.171] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:08.192] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:08.212] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:08.235] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:08.264] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:08.286] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:08.310] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:08.335] Finished benchmark
## INFO [12:17:08.404] Result of batch 28:
## INFO [12:17:08.406] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:08.406] 28 0.6760915 12 0.5 20b3f66e-a3b2-4670-8b5f-6254fac2d555
## INFO [12:17:08.410] Evaluating 1 configuration(s)
## INFO [12:17:08.424] Benchmark with 10 resampling iterations
## INFO [12:17:08.447] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:08.479] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:08.509] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:08.541] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:08.566] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:08.586] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:08.608] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:08.629] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:08.648] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:08.669] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:08.696] Finished benchmark
## INFO [12:17:08.764] Result of batch 29:
## INFO [12:17:08.768] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:08.768] 121 0.1867189 28 0.5 296ff556-6758-46c7-aaf5-99e04f3c94f7
## INFO [12:17:08.772] Evaluating 1 configuration(s)
## INFO [12:17:08.788] Benchmark with 10 resampling iterations
## INFO [12:17:08.795] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:08.813] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:08.858] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:08.889] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:08.922] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:08.951] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:08.971] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:08.992] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:09.013] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:09.034] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:09.058] Finished benchmark
## INFO [12:17:09.124] Result of batch 30:
## INFO [12:17:09.125] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:09.125] 58 0.9545219 3 0.5 0e35da03-4e5d-4209-abf0-45878a1b37da
## INFO [12:17:09.131] Evaluating 1 configuration(s)
## INFO [12:17:09.149] Benchmark with 10 resampling iterations
## INFO [12:17:09.157] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:09.176] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:09.194] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:09.233] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:09.262] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:09.297] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:09.330] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:09.361] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:09.382] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:09.404] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:09.427] Finished benchmark
## INFO [12:17:09.493] Result of batch 31:
## INFO [12:17:09.495] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:09.495] 2 0.6728128 30 0.5 042c504b-9c51-4a2f-9c75-0f0af28ec92c
## INFO [12:17:09.501] Evaluating 1 configuration(s)
## INFO [12:17:09.518] Benchmark with 10 resampling iterations
## INFO [12:17:09.526] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:09.547] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:09.570] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:09.592] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:09.623] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:09.657] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:09.693] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:09.725] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:09.758] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:09.781] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:09.804] Finished benchmark
## INFO [12:17:09.868] Result of batch 32:
## INFO [12:17:09.870] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:09.870] 32 0.01406382 20 0.7151907 be7b2ec3-fd9d-437a-8f77-67e65b4a546b
## INFO [12:17:09.875] Evaluating 1 configuration(s)
## INFO [12:17:09.892] Benchmark with 10 resampling iterations
## INFO [12:17:09.901] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:09.921] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:09.941] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:09.963] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:09.983] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:10.002] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:10.044] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:10.075] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:10.106] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:10.139] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:10.160] Finished benchmark
## INFO [12:17:10.228] Result of batch 33:
## INFO [12:17:10.230] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:10.230] 130 0.8708275 8 0.5 5dbd80bc-2348-4983-9f87-a11ab3281896
## INFO [12:17:10.234] Evaluating 1 configuration(s)
## INFO [12:17:10.251] Benchmark with 10 resampling iterations
## INFO [12:17:10.260] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:10.281] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:10.301] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:10.322] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:10.344] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:10.365] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:10.385] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:10.439] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:10.472] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:10.507] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:10.539] Finished benchmark
## INFO [12:17:10.607] Result of batch 34:
## INFO [12:17:10.609] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:10.609] 43 0.3967911 25 0.5 d793af6a-35a5-4794-a0c7-826e010cd430
## INFO [12:17:10.612] Evaluating 1 configuration(s)
## INFO [12:17:10.627] Benchmark with 10 resampling iterations
## INFO [12:17:10.635] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:10.655] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:10.675] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:10.695] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:10.715] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:10.743] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:10.765] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:10.787] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:10.826] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:10.858] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:10.892] Finished benchmark
## INFO [12:17:10.971] Result of batch 35:
## INFO [12:17:10.973] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:10.973] 143 0.8454758 15 0.5 056070fa-6355-4343-9f90-7e836ec05dd8
## INFO [12:17:10.977] Evaluating 1 configuration(s)
## INFO [12:17:10.992] Benchmark with 10 resampling iterations
## INFO [12:17:11.001] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:11.023] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:11.043] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:11.065] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:11.089] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:11.110] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:11.130] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:11.157] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:11.181] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:11.222] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:11.264] Finished benchmark
## INFO [12:17:11.362] Result of batch 36:
## INFO [12:17:11.363] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:11.363] 123 0.1193644 24 0.5 5763e0ac-5c68-486f-98e3-374108771e32
## INFO [12:17:11.368] Evaluating 1 configuration(s)
## INFO [12:17:11.385] Benchmark with 10 resampling iterations
## INFO [12:17:11.391] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:11.410] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:11.429] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:11.450] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:11.493] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:11.514] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:11.533] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:11.554] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:11.572] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:11.590] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:11.637] Finished benchmark
## INFO [12:17:11.733] Result of batch 37:
## INFO [12:17:11.735] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:11.735] 147 0.2464595 24 0.5 0a9320c2-6330-446a-91e3-0ec92469e357
## INFO [12:17:11.739] Evaluating 1 configuration(s)
## INFO [12:17:11.753] Benchmark with 10 resampling iterations
## INFO [12:17:11.762] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:11.782] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:11.801] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:11.834] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:11.861] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:11.881] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:11.904] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:11.924] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:11.943] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:11.973] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:12.020] Finished benchmark
## INFO [12:17:12.122] Result of batch 38:
## INFO [12:17:12.124] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:12.124] 85 0.1381974 20 0.5 856a9e21-84b4-430a-ad3b-a20d9f14e55f
## INFO [12:17:12.133] Evaluating 1 configuration(s)
## INFO [12:17:12.150] Benchmark with 10 resampling iterations
## INFO [12:17:12.157] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:12.177] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:12.198] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:12.221] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:12.242] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:12.263] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:12.287] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:12.308] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:12.327] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:12.347] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:12.369] Finished benchmark
## INFO [12:17:12.491] Result of batch 39:
## INFO [12:17:12.494] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:12.494] 60 0.1684693 22 0.5 dac78b88-8f7f-4257-934b-d7f7c435c1be
## INFO [12:17:12.502] Evaluating 1 configuration(s)
## INFO [12:17:12.525] Benchmark with 10 resampling iterations
## INFO [12:17:12.533] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:12.554] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:12.577] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:12.604] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:12.625] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:12.651] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:12.673] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:12.694] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:12.714] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:12.735] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:12.757] Finished benchmark
## INFO [12:17:12.864] Result of batch 40:
## INFO [12:17:12.866] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:12.866] 43 0.319958 17 0.5 393e9886-27df-4369-866a-9d95f7ddff09
## INFO [12:17:12.873] Evaluating 1 configuration(s)
## INFO [12:17:12.900] Benchmark with 10 resampling iterations
## INFO [12:17:12.909] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:12.929] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:12.949] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:12.971] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:12.991] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:13.015] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:13.040] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:13.060] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:13.079] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:13.097] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:13.119] Finished benchmark
## INFO [12:17:13.278] Result of batch 41:
## INFO [12:17:13.280] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:13.280] 57 0.7863726 22 0.5 4e92e11c-c186-4682-bd4b-9f034cd419fa
## INFO [12:17:13.287] Evaluating 1 configuration(s)
## INFO [12:17:13.310] Benchmark with 10 resampling iterations
## INFO [12:17:13.321] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:13.355] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:13.403] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:13.453] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:13.500] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:13.545] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:13.566] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:13.586] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:13.604] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:13.622] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:13.644] Finished benchmark
## INFO [12:17:13.762] Result of batch 42:
## INFO [12:17:13.767] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:13.767] 141 0.6164679 18 0.5 5677266c-7df7-4e57-9666-1ebebf6a7d33
## INFO [12:17:13.785] Evaluating 1 configuration(s)
## INFO [12:17:13.839] Benchmark with 10 resampling iterations
## INFO [12:17:13.857] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:13.879] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:13.898] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:13.924] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:13.970] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:14.021] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:14.069] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:14.124] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:14.177] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:14.229] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:14.280] Finished benchmark
## INFO [12:17:14.482] Result of batch 43:
## INFO [12:17:14.487] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:14.487] 126 0.3486913 30 0.5 660c829c-e75a-4a82-b9c5-3c96c300ecf5
## INFO [12:17:14.500] Evaluating 1 configuration(s)
## INFO [12:17:14.542] Benchmark with 10 resampling iterations
## INFO [12:17:14.557] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:14.580] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:14.600] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:14.633] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:14.652] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:14.670] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:14.697] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:14.716] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:14.735] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:14.757] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:14.777] Finished benchmark
## INFO [12:17:14.954] Result of batch 44:
## INFO [12:17:14.957] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:14.957] 147 0.5910397 24 0.5 3ca43a9b-ee04-4dd5-ae49-4e0d0ffcdc36
## INFO [12:17:14.966] Evaluating 1 configuration(s)
## INFO [12:17:14.992] Benchmark with 10 resampling iterations
## INFO [12:17:15.007] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:15.032] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:15.054] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:15.077] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:15.097] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:15.131] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:15.157] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:15.176] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:15.195] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:15.216] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:15.236] Finished benchmark
## INFO [12:17:15.327] Result of batch 45:
## INFO [12:17:15.330] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:15.330] 115 0.4217016 30 0.5 f0d5ba13-1f65-4ca8-8331-d1c51109f415
## INFO [12:17:15.336] Evaluating 1 configuration(s)
## INFO [12:17:15.362] Benchmark with 10 resampling iterations
## INFO [12:17:15.374] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:15.398] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:15.417] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:15.445] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:15.494] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:15.544] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:15.594] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:15.643] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:15.703] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:15.741] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:15.763] Finished benchmark
## INFO [12:17:15.897] Result of batch 46:
## INFO [12:17:15.899] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:15.899] 91 0.1646471 28 0.5 f82a2874-0e61-4f70-ad54-b4d22dbfc824
## INFO [12:17:15.906] Evaluating 1 configuration(s)
## INFO [12:17:15.930] Benchmark with 10 resampling iterations
## INFO [12:17:15.942] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:15.967] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:15.985] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:16.004] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:16.022] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:16.057] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:16.079] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:16.100] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:16.129] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:16.151] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:16.182] Finished benchmark
## INFO [12:17:16.332] Result of batch 47:
## INFO [12:17:16.335] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:16.335] 117 0.8279449 8 0.5 c189f75b-cf27-4ab2-92ef-3f966b490fde
## INFO [12:17:16.347] Evaluating 1 configuration(s)
## INFO [12:17:16.372] Benchmark with 10 resampling iterations
## INFO [12:17:16.393] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:16.437] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:16.465] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:16.493] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:16.512] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:16.530] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:16.554] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:16.574] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:16.595] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:16.619] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:16.646] Finished benchmark
## INFO [12:17:17.258] Result of batch 48:
## INFO [12:17:17.260] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:17.260] 117 0.8526371 7 0.5 2199efe0-9b1d-454d-9c3c-d68dc79296b1
## INFO [12:17:17.263] Evaluating 1 configuration(s)
## INFO [12:17:17.277] Benchmark with 10 resampling iterations
## INFO [12:17:17.283] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:17.301] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:17.320] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:17.354] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:17.372] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:17.392] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:17.411] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:17.451] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:17.499] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:17.520] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:17.542] Finished benchmark
## INFO [12:17:17.618] Result of batch 49:
## INFO [12:17:17.619] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:17.619] 117 0.0298752 1 0.5 d1105a4d-c9a6-4c45-9a69-5dc1bf963adb
## INFO [12:17:17.623] Evaluating 1 configuration(s)
## INFO [12:17:17.637] Benchmark with 10 resampling iterations
## INFO [12:17:17.643] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:17.661] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:17.692] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:17.716] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:17.752] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:17.773] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:17.811] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:17.833] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:17.855] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:17.874] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:17.902] Finished benchmark
## INFO [12:17:17.973] Result of batch 50:
## INFO [12:17:17.976] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:17.976] 22 0.01878972 5 0.7163096 fb97b18e-0c3b-487e-9462-8464a78ac4ae
## INFO [12:17:17.981] Evaluating 1 configuration(s)
## INFO [12:17:18.007] Benchmark with 10 resampling iterations
## INFO [12:17:18.014] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:18.034] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:18.060] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:18.085] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:18.103] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:18.122] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:18.145] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:18.166] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:18.185] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:18.208] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:18.229] Finished benchmark
## INFO [12:17:18.296] Result of batch 51:
## INFO [12:17:18.297] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:18.297] 99 0.613285 14 0.5 54c6fb33-1d1f-40f2-9b10-34d356886756
## INFO [12:17:18.302] Evaluating 1 configuration(s)
## INFO [12:17:18.318] Benchmark with 10 resampling iterations
## INFO [12:17:18.326] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:18.361] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:18.381] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:18.400] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:18.422] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:18.459] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:18.483] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:18.506] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:18.532] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:18.561] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:18.583] Finished benchmark
## INFO [12:17:18.650] Result of batch 52:
## INFO [12:17:18.651] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:18.651] 141 0.1310361 29 0.5 5aec17b7-275a-4042-914b-0596259e9e68
## INFO [12:17:18.655] Evaluating 1 configuration(s)
## INFO [12:17:18.671] Benchmark with 10 resampling iterations
## INFO [12:17:18.680] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:18.700] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:18.731] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:18.749] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:18.768] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:18.787] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:18.806] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:18.825] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:18.843] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:18.863] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:18.885] Finished benchmark
## INFO [12:17:18.949] Result of batch 53:
## INFO [12:17:18.950] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:18.950] 54 0.07365122 14 0.5 1eddbec2-6b32-4d4c-8eb0-00fa3ebf4398
## INFO [12:17:18.954] Evaluating 1 configuration(s)
## INFO [12:17:18.968] Benchmark with 10 resampling iterations
## INFO [12:17:18.975] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:18.995] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:19.013] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:19.045] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:19.062] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:19.080] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:19.097] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:19.117] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:19.135] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:19.152] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:19.171] Finished benchmark
## INFO [12:17:19.231] Result of batch 54:
## INFO [12:17:19.233] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:19.233] 13 0.5858952 15 0.5 41489710-525f-45b1-a927-733c6371bf40
## INFO [12:17:19.236] Evaluating 1 configuration(s)
## INFO [12:17:19.250] Benchmark with 10 resampling iterations
## INFO [12:17:19.258] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:19.277] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:19.295] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:19.313] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:19.344] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:19.361] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:19.403] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:19.432] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:19.450] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:19.470] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:19.491] Finished benchmark
## INFO [12:17:19.560] Result of batch 55:
## INFO [12:17:19.562] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:19.562] 60 0.5987988 18 0.5 4778fab0-5fb2-45a6-a0df-516ef9032578
## INFO [12:17:19.566] Evaluating 1 configuration(s)
## INFO [12:17:19.582] Benchmark with 10 resampling iterations
## INFO [12:17:19.588] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:19.611] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:19.631] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:19.654] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:19.680] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:19.712] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:19.730] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:19.749] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:19.769] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:19.796] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:19.817] Finished benchmark
## INFO [12:17:19.880] Result of batch 56:
## INFO [12:17:19.882] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:19.882] 119 0.4713555 24 0.5 56f48491-6d82-4b67-97fc-70f7d135f57f
## INFO [12:17:19.885] Evaluating 1 configuration(s)
## INFO [12:17:19.910] Benchmark with 10 resampling iterations
## INFO [12:17:19.927] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:19.966] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:20.001] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:20.040] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:20.067] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:20.113] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:20.151] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:20.171] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:20.190] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:20.207] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:20.228] Finished benchmark
## INFO [12:17:20.292] Result of batch 57:
## INFO [12:17:20.293] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:20.293] 38 0.4082468 20 0.5 1f398217-cc94-46b0-b400-9718bd6bb7bf
## INFO [12:17:20.297] Evaluating 1 configuration(s)
## INFO [12:17:20.314] Benchmark with 10 resampling iterations
## INFO [12:17:20.321] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:20.340] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:20.357] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:20.387] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:20.422] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:20.440] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:20.499] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:20.544] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:20.589] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:20.639] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:20.694] Finished benchmark
## INFO [12:17:20.783] Result of batch 58:
## INFO [12:17:20.785] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:20.785] 123 0.5780138 7 0.5 bd4bed82-cb58-4e12-b829-88bbe6123b4e
## INFO [12:17:20.790] Evaluating 1 configuration(s)
## INFO [12:17:20.805] Benchmark with 10 resampling iterations
## INFO [12:17:20.813] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:20.834] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:20.853] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:20.875] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:20.897] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:20.919] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:20.950] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:20.967] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:20.987] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:21.035] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:21.091] Finished benchmark
## INFO [12:17:21.200] Result of batch 59:
## INFO [12:17:21.202] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:21.202] 126 0.5525889 28 0.5 21650d04-66c5-4f78-a3cd-6e4d868d2965
## INFO [12:17:21.206] Evaluating 1 configuration(s)
## INFO [12:17:21.221] Benchmark with 10 resampling iterations
## INFO [12:17:21.229] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:21.247] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:21.265] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:21.283] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:21.304] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:21.323] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:21.344] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:21.378] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:21.395] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:21.412] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:21.432] Finished benchmark
## INFO [12:17:21.528] Result of batch 60:
## INFO [12:17:21.530] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:21.530] 122 0.5073621 18 0.5 253a7a4e-d5b9-48a7-acf7-5c7fc7b85d0a
## INFO [12:17:21.534] Evaluating 1 configuration(s)
## INFO [12:17:21.548] Benchmark with 10 resampling iterations
## INFO [12:17:21.556] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:21.574] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:21.597] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:21.617] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:21.636] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:21.660] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:21.681] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:21.712] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:21.732] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:21.752] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:21.776] Finished benchmark
## INFO [12:17:21.842] Result of batch 61:
## INFO [12:17:21.844] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:21.844] 31 0.5859504 29 0.5 819d2c50-8c57-496f-be3a-0c03e356b9d8
## INFO [12:17:21.847] Evaluating 1 configuration(s)
## INFO [12:17:21.862] Benchmark with 10 resampling iterations
## INFO [12:17:21.871] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:21.894] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:21.914] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:21.934] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:21.957] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:21.979] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:21.998] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:22.030] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:22.050] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:22.068] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:22.090] Finished benchmark
## INFO [12:17:22.165] Result of batch 62:
## INFO [12:17:22.166] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:22.166] 37 0.1889555 15 0.5 7e9c90ec-1772-481a-afec-a900bf33ae06
## INFO [12:17:22.172] Evaluating 1 configuration(s)
## INFO [12:17:22.189] Benchmark with 10 resampling iterations
## INFO [12:17:22.196] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:22.216] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:22.234] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:22.254] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:22.274] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:22.292] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:22.311] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:22.343] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:22.361] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:22.378] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:22.397] Finished benchmark
## INFO [12:17:22.467] Result of batch 63:
## INFO [12:17:22.468] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:22.468] 114 0.9908582 27 0.5 963b7d2e-2d5e-44f1-b1cd-5a3be4fb67ce
## INFO [12:17:22.474] Evaluating 1 configuration(s)
## INFO [12:17:22.492] Benchmark with 10 resampling iterations
## INFO [12:17:22.499] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:22.521] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:22.543] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:22.564] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:22.586] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:22.605] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:22.629] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:22.661] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:22.680] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:22.700] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:22.720] Finished benchmark
## INFO [12:17:22.792] Result of batch 64:
## INFO [12:17:22.793] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:22.793] 62 0.7522419 10 0.5 180a7e98-1ea7-49a8-9f92-1912791ec823
## INFO [12:17:22.797] Evaluating 1 configuration(s)
## INFO [12:17:22.812] Benchmark with 10 resampling iterations
## INFO [12:17:22.818] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:22.838] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:22.861] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:22.879] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:22.900] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:22.922] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:22.944] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:22.977] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:22.995] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:23.018] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:23.044] Finished benchmark
## INFO [12:17:23.115] Result of batch 65:
## INFO [12:17:23.117] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:23.117] 5 0.1166049 23 0.5 5cf4074f-c957-45a0-aaf0-db93ac711e5a
## INFO [12:17:23.124] Evaluating 1 configuration(s)
## INFO [12:17:23.139] Benchmark with 10 resampling iterations
## INFO [12:17:23.146] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:23.167] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:23.206] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:23.227] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:23.247] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:23.267] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:23.297] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:23.317] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:23.337] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:23.355] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:23.376] Finished benchmark
## INFO [12:17:23.439] Result of batch 66:
## INFO [12:17:23.440] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:23.440] 35 0.2083228 26 0.5 c0038892-7c8f-4f2a-aa1e-e6135490e13a
## INFO [12:17:23.447] Evaluating 1 configuration(s)
## INFO [12:17:23.488] Benchmark with 10 resampling iterations
## INFO [12:17:23.504] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:23.526] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:23.555] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:23.583] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:23.618] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:23.662] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:23.736] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:23.760] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:23.781] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:23.799] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:23.818] Finished benchmark
## INFO [12:17:23.908] Result of batch 67:
## INFO [12:17:23.911] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:23.911] 109 0.5146691 5 0.5 19ebbf9f-6cea-4df5-8b2c-c7c385b6830d
## INFO [12:17:23.921] Evaluating 1 configuration(s)
## INFO [12:17:23.937] Benchmark with 10 resampling iterations
## INFO [12:17:23.944] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:23.962] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:23.980] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:24.001] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:24.031] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:24.097] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:24.143] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:24.173] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:24.191] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:24.212] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:24.232] Finished benchmark
## INFO [12:17:24.307] Result of batch 68:
## INFO [12:17:24.309] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:24.309] 126 0.9752975 29 0.5 d85175ab-97cd-4487-8381-806bf828d613
## INFO [12:17:24.312] Evaluating 1 configuration(s)
## INFO [12:17:24.326] Benchmark with 10 resampling iterations
## INFO [12:17:24.333] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:24.351] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:24.381] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:24.408] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:24.440] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:24.475] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:24.508] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:24.527] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:24.555] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:24.573] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:24.606] Finished benchmark
## INFO [12:17:24.696] Result of batch 69:
## INFO [12:17:24.699] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:24.699] 49 0.8815396 17 0.5 83d06203-8f63-4c4c-bcfc-b9ccd451ce87
## INFO [12:17:24.709] Evaluating 1 configuration(s)
## INFO [12:17:24.744] Benchmark with 10 resampling iterations
## INFO [12:17:24.761] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:24.816] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:24.859] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:24.878] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:24.948] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:24.990] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:25.013] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:25.040] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:25.060] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:25.081] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:25.102] Finished benchmark
## INFO [12:17:25.170] Result of batch 70:
## INFO [12:17:25.172] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:25.172] 130 0.8336532 22 0.5 2291b9c7-6b07-4ef0-aeac-5c69ea7771be
## INFO [12:17:25.177] Evaluating 1 configuration(s)
## INFO [12:17:25.197] Benchmark with 10 resampling iterations
## INFO [12:17:25.205] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:25.223] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:25.242] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:25.263] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:25.282] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:25.346] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:25.380] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:25.398] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:25.427] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:25.459] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:25.491] Finished benchmark
## INFO [12:17:25.591] Result of batch 71:
## INFO [12:17:25.595] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:25.595] 62 0.7276728 25 0.5 242bfece-524a-4a97-a061-e9f56c8978fc
## INFO [12:17:25.605] Evaluating 1 configuration(s)
## INFO [12:17:25.645] Benchmark with 10 resampling iterations
## INFO [12:17:25.665] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:25.687] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:25.713] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:25.736] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:25.759] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:25.798] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:25.834] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:25.868] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:25.897] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:25.918] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:25.947] Finished benchmark
## INFO [12:17:26.010] Result of batch 72:
## INFO [12:17:26.012] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:26.012] 83 0.455007 28 0.5 52730607-63c2-40e9-8c2f-8a16f53c92da
## INFO [12:17:26.015] Evaluating 1 configuration(s)
## INFO [12:17:26.031] Benchmark with 10 resampling iterations
## INFO [12:17:26.038] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:26.057] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:26.076] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:26.095] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:26.115] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:26.133] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:26.172] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:26.198] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:26.216] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:26.239] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:26.261] Finished benchmark
## INFO [12:17:26.348] Result of batch 73:
## INFO [12:17:26.352] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:26.352] 30 0.7173287 4 0.5 993e7727-d6f5-4cb0-bd03-0dcee5b8fc8a
## INFO [12:17:26.357] Evaluating 1 configuration(s)
## INFO [12:17:26.370] Benchmark with 10 resampling iterations
## INFO [12:17:26.377] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:26.406] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:26.448] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:26.470] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:26.491] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:26.515] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:26.559] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:26.590] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:26.614] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:26.636] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:26.656] Finished benchmark
## INFO [12:17:26.730] Result of batch 74:
## INFO [12:17:26.732] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:26.732] 47 0.005952297 19 0.71731 1924d677-5041-4ab9-acc9-4147bbdd66a9
## INFO [12:17:26.736] Evaluating 1 configuration(s)
## INFO [12:17:26.753] Benchmark with 10 resampling iterations
## INFO [12:17:26.760] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:26.780] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:26.801] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:26.822] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:26.845] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:26.866] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:26.887] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:26.941] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:26.970] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:26.992] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:27.014] Finished benchmark
## INFO [12:17:27.090] Result of batch 75:
## INFO [12:17:27.092] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:27.092] 78 0.9032667 17 0.5 92c99034-3363-4d48-b79e-269cf1b5d8cb
## INFO [12:17:27.096] Evaluating 1 configuration(s)
## INFO [12:17:27.110] Benchmark with 10 resampling iterations
## INFO [12:17:27.117] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:27.139] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:27.159] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:27.177] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:27.195] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:27.218] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:27.238] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:27.290] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:27.321] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:27.342] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:27.364] Finished benchmark
## INFO [12:17:27.430] Result of batch 76:
## INFO [12:17:27.431] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:27.431] 68 0.9117219 24 0.5 a8fb562f-0320-4b61-9a3f-cc06f6fc9824
## INFO [12:17:27.437] Evaluating 1 configuration(s)
## INFO [12:17:27.451] Benchmark with 10 resampling iterations
## INFO [12:17:27.458] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:27.476] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:27.494] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:27.515] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:27.545] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:27.571] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:27.596] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:27.649] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:27.683] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:27.703] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:27.726] Finished benchmark
## INFO [12:17:27.796] Result of batch 77:
## INFO [12:17:27.798] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:27.798] 53 0.6361211 26 0.5 6d73b51f-bf82-4f9d-8264-d2546bdf6552
## INFO [12:17:27.805] Evaluating 1 configuration(s)
## INFO [12:17:27.823] Benchmark with 10 resampling iterations
## INFO [12:17:27.830] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:27.851] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:27.871] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:27.893] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:27.913] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:27.934] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:27.955] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:28.002] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:28.028] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:28.048] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:28.090] Finished benchmark
## INFO [12:17:28.193] Result of batch 78:
## INFO [12:17:28.195] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:28.195] 80 0.9466647 26 0.5 8775529a-8c2e-460e-a487-b6d711ba8383
## INFO [12:17:28.199] Evaluating 1 configuration(s)
## INFO [12:17:28.215] Benchmark with 10 resampling iterations
## INFO [12:17:28.224] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:28.245] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:28.271] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:28.291] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:28.310] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:28.333] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:28.357] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:28.395] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:28.425] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:28.445] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:28.465] Finished benchmark
## INFO [12:17:28.535] Result of batch 79:
## INFO [12:17:28.536] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:28.536] 75 0.1865044 19 0.5 46976693-fec0-4f02-859f-0430405b0be0
## INFO [12:17:28.540] Evaluating 1 configuration(s)
## INFO [12:17:28.556] Benchmark with 10 resampling iterations
## INFO [12:17:28.567] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:28.587] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:28.608] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:28.628] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:28.651] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:28.675] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:28.696] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:28.738] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:28.762] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:28.783] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:28.808] Finished benchmark
## INFO [12:17:28.889] Result of batch 80:
## INFO [12:17:28.890] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:28.890] 134 0.2951418 28 0.5 b708b1fe-6a71-4464-87e1-8831a8137dda
## INFO [12:17:28.894] Evaluating 1 configuration(s)
## INFO [12:17:28.910] Benchmark with 10 resampling iterations
## INFO [12:17:28.919] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:28.947] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:28.974] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:28.993] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:29.013] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:29.033] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:29.064] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:29.094] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:29.116] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:29.135] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:29.157] Finished benchmark
## INFO [12:17:29.290] Result of batch 81:
## INFO [12:17:29.294] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:29.294] 15 0.1655202 9 0.5 d1de9006-f0f6-467a-b64b-0a909ec0ebfb
## INFO [12:17:29.300] Evaluating 1 configuration(s)
## INFO [12:17:29.323] Benchmark with 10 resampling iterations
## INFO [12:17:29.338] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:29.356] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:29.385] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:29.421] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:29.471] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:29.520] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:29.592] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:29.653] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:29.694] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:29.713] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:29.753] Finished benchmark
## INFO [12:17:29.911] Result of batch 82:
## INFO [12:17:29.915] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:29.915] 33 0.4867286 17 0.5 5448d420-a032-41fa-9e99-752edc46bfc1
## INFO [12:17:29.925] Evaluating 1 configuration(s)
## INFO [12:17:29.938] Benchmark with 10 resampling iterations
## INFO [12:17:29.945] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:29.964] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:29.982] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:30.030] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:30.080] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:30.152] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:30.186] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:30.207] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:30.228] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:30.246] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:30.266] Finished benchmark
## INFO [12:17:30.332] Result of batch 83:
## INFO [12:17:30.333] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:30.333] 128 0.1459779 29 0.5 6a35fd36-126f-4e9b-8157-36a1a694870d
## INFO [12:17:30.337] Evaluating 1 configuration(s)
## INFO [12:17:30.352] Benchmark with 10 resampling iterations
## INFO [12:17:30.359] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:30.378] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:30.397] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:30.416] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:30.438] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:30.487] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:30.526] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:30.553] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:30.587] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:30.622] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:30.644] Finished benchmark
## INFO [12:17:30.740] Result of batch 84:
## INFO [12:17:30.742] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:30.742] 72 0.5546804 21 0.5 3efc1902-6a60-4df7-9907-4f05bfb70d13
## INFO [12:17:30.746] Evaluating 1 configuration(s)
## INFO [12:17:30.760] Benchmark with 10 resampling iterations
## INFO [12:17:30.768] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:30.794] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:30.821] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:30.841] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:30.877] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:30.907] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:30.926] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:30.946] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:30.967] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:30.985] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:31.005] Finished benchmark
## INFO [12:17:31.071] Result of batch 85:
## INFO [12:17:31.073] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:31.073] 27 0.7052199 26 0.5 53f154b5-8493-4360-ab70-5e8e81cbdd1c
## INFO [12:17:31.076] Evaluating 1 configuration(s)
## INFO [12:17:31.091] Benchmark with 10 resampling iterations
## INFO [12:17:31.099] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:31.120] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:31.139] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:31.172] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:31.202] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:31.220] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:31.237] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:31.256] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:31.276] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:31.322] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:31.376] Finished benchmark
## INFO [12:17:31.533] Result of batch 86:
## INFO [12:17:31.537] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:31.537] 48 0.9725312 18 0.5 548eefd3-0ae9-4d7a-8be1-645a5c0358b8
## INFO [12:17:31.548] Evaluating 1 configuration(s)
## INFO [12:17:31.571] Benchmark with 10 resampling iterations
## INFO [12:17:31.585] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:31.613] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:31.660] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:31.696] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:31.730] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:31.748] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:31.766] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:31.792] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:31.815] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:31.833] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:31.854] Finished benchmark
## INFO [12:17:31.942] Result of batch 87:
## INFO [12:17:31.944] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:31.944] 69 0.1744221 1 0.5 6c33aa59-0503-4c6b-aa53-225eb254d1f2
## INFO [12:17:31.950] Evaluating 1 configuration(s)
## INFO [12:17:31.966] Benchmark with 10 resampling iterations
## INFO [12:17:31.973] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:32.014] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:32.044] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:32.063] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:32.086] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:32.106] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:32.124] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:32.145] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:32.168] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:32.188] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:32.208] Finished benchmark
## INFO [12:17:32.281] Result of batch 88:
## INFO [12:17:32.282] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:32.282] 121 0.0762928 19 0.5 26179acd-faf5-4fc1-9967-d70592c34bf3
## INFO [12:17:32.286] Evaluating 1 configuration(s)
## INFO [12:17:32.318] Benchmark with 10 resampling iterations
## INFO [12:17:32.331] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:32.358] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:32.379] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:32.399] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:32.421] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:32.440] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:32.461] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:32.484] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:32.502] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:32.522] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:32.547] Finished benchmark
## INFO [12:17:32.633] Result of batch 89:
## INFO [12:17:32.635] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:32.635] 104 0.9636242 10 0.5 aded521f-1395-4b56-8979-36a7ae6abe30
## INFO [12:17:32.641] Evaluating 1 configuration(s)
## INFO [12:17:32.663] Benchmark with 10 resampling iterations
## INFO [12:17:32.672] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:32.698] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:32.718] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:32.736] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:32.757] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:32.776] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:32.798] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:32.819] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:32.841] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:32.862] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:32.884] Finished benchmark
## INFO [12:17:33.018] Result of batch 90:
## INFO [12:17:33.020] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:33.020] 90 0.3747622 20 0.5 97571786-df4b-40fb-a90a-95719ebcb366
## INFO [12:17:33.028] Evaluating 1 configuration(s)
## INFO [12:17:33.053] Benchmark with 10 resampling iterations
## INFO [12:17:33.061] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:33.081] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:33.102] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:33.124] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:33.146] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:33.165] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:33.184] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:33.203] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:33.226] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:33.247] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:33.268] Finished benchmark
## INFO [12:17:33.373] Result of batch 91:
## INFO [12:17:33.376] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:33.376] 37 0.6551764 28 0.5 feee0563-5a8c-48c5-8b4d-da91cc43ae20
## INFO [12:17:33.384] Evaluating 1 configuration(s)
## INFO [12:17:33.408] Benchmark with 10 resampling iterations
## INFO [12:17:33.418] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:33.443] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:33.464] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:33.484] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:33.504] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:33.526] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:33.545] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:33.564] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:33.587] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:33.606] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:33.626] Finished benchmark
## INFO [12:17:33.735] Result of batch 92:
## INFO [12:17:33.737] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:33.737] 10 0.2487191 15 0.5 7f2ff4d4-e9ea-4a04-bb4b-8a6817d76b6a
## INFO [12:17:33.744] Evaluating 1 configuration(s)
## INFO [12:17:33.767] Benchmark with 10 resampling iterations
## INFO [12:17:33.779] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:33.798] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:33.821] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:33.842] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:33.860] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:33.884] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:33.903] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:33.923] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:33.941] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:33.973] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:33.996] Finished benchmark
## INFO [12:17:34.125] Result of batch 93:
## INFO [12:17:34.129] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:34.129] 3 0.543558 8 0.5 dd5ccaff-e852-4d91-a070-83f42a7a1fc1
## INFO [12:17:34.141] Evaluating 1 configuration(s)
## INFO [12:17:34.178] Benchmark with 10 resampling iterations
## INFO [12:17:34.200] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:34.223] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:34.252] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:34.297] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:34.334] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:34.387] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:34.431] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:34.464] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:34.485] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:34.506] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:34.533] Finished benchmark
## INFO [12:17:34.700] Result of batch 94:
## INFO [12:17:34.704] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:34.704] 99 0.6145352 10 0.5 9f9baad2-3791-435a-aaf2-2ead16126f7f
## INFO [12:17:34.718] Evaluating 1 configuration(s)
## INFO [12:17:34.744] Benchmark with 10 resampling iterations
## INFO [12:17:34.755] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:34.777] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:34.798] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:34.816] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:34.835] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:34.853] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:34.874] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:34.895] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:34.934] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:34.955] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:34.992] Finished benchmark
## INFO [12:17:35.103] Result of batch 95:
## INFO [12:17:35.106] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:35.106] 2 0.07366945 10 0.5 4643fb4a-de50-48d9-acfa-c26fd38c39ba
## INFO [12:17:35.113] Evaluating 1 configuration(s)
## INFO [12:17:35.136] Benchmark with 10 resampling iterations
## INFO [12:17:35.148] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:35.170] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:35.198] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:35.246] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:35.275] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:35.293] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:35.322] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:35.356] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:35.398] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:35.426] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:35.449] Finished benchmark
## INFO [12:17:35.598] Result of batch 96:
## INFO [12:17:35.601] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:35.601] 14 0.8074 6 0.5 49d5e608-a209-415b-a267-11ece8c87530
## INFO [12:17:35.608] Evaluating 1 configuration(s)
## INFO [12:17:35.635] Benchmark with 10 resampling iterations
## INFO [12:17:35.648] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:35.669] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:35.695] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:35.713] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:35.732] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:35.751] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:35.771] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:35.790] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:35.809] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:35.828] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:35.850] Finished benchmark
## INFO [12:17:35.943] Result of batch 97:
## INFO [12:17:35.946] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:35.946] 60 0.3925761 1 0.5 70f2b64d-fdcf-4aa1-9283-ac924628f18c
## INFO [12:17:35.952] Evaluating 1 configuration(s)
## INFO [12:17:35.975] Benchmark with 10 resampling iterations
## INFO [12:17:35.986] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:36.005] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:36.024] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:36.043] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:36.063] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:36.081] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:36.100] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:36.118] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:36.138] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:36.157] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:36.177] Finished benchmark
## INFO [12:17:36.276] Result of batch 98:
## INFO [12:17:36.280] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:36.280] 62 0.5059796 2 0.5 fc8758f4-f4ba-42d2-b523-39a1259daa5b
## INFO [12:17:36.287] Evaluating 1 configuration(s)
## INFO [12:17:36.310] Benchmark with 10 resampling iterations
## INFO [12:17:36.318] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:36.335] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:36.353] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:36.373] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:36.393] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:36.411] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:36.431] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:36.452] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:36.470] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:36.491] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:36.536] Finished benchmark
## INFO [12:17:36.690] Result of batch 99:
## INFO [12:17:36.692] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:36.692] 117 0.7553945 13 0.5 4edf69aa-1437-48ec-a170-e2a64898a024
## INFO [12:17:36.699] Evaluating 1 configuration(s)
## INFO [12:17:36.724] Benchmark with 10 resampling iterations
## INFO [12:17:36.739] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:36.780] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:36.825] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:36.861] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:36.881] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:36.903] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:36.938] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:36.966] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:36.994] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:37.014] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:37.038] Finished benchmark
## INFO [12:17:37.180] Result of batch 100:
## INFO [12:17:37.185] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:37.185] 30 0.4810378 15 0.5 df6909df-301c-4d64-b419-0d3d19762204
## INFO [12:17:37.198] Finished optimizing after 100 evaluation(s)
## INFO [12:17:37.198] Result:
## INFO [12:17:37.199] minsplit cp maxdepth learner_param_vals x_domain classif.auc
## INFO [12:17:37.199] 47 0.005952297 19 <list[4]> <list[3]> 0.71731
## INFO [12:17:37.231] Applying learner 'classif.log_reg' on task 'credit' (iter 4/10)
## INFO [12:17:37.280] Applying learner 'classif.log_reg' on task 'credit' (iter 8/10)
## INFO [12:17:37.316] Applying learner 'classif.log_reg' on task 'credit' (iter 3/10)
## INFO [12:17:37.349] Applying learner 'classif.log_reg' on task 'credit' (iter 6/10)
## INFO [12:17:37.379] Applying learner 'classif.log_reg' on task 'credit' (iter 7/10)
## INFO [12:17:37.412] Applying learner 'classif.rpart.tuned' on task 'credit' (iter 3/10)
## INFO [12:17:37.430] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals>'
## INFO [12:17:37.444] Evaluating 1 configuration(s)
## INFO [12:17:37.465] Benchmark with 10 resampling iterations
## INFO [12:17:37.485] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:37.563] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:37.631] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:37.696] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:37.742] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:37.785] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:37.815] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:37.850] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:37.882] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:37.901] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:37.921] Finished benchmark
## INFO [12:17:37.973] Result of batch 1:
## INFO [12:17:37.976] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:37.976] 122 0.3687123 5 0.5 745cd427-e3c2-4b85-8902-22d9111b2a6d
## INFO [12:17:37.980] Evaluating 1 configuration(s)
## INFO [12:17:37.994] Benchmark with 10 resampling iterations
## INFO [12:17:38.015] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:38.074] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:38.106] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:38.133] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:38.162] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:38.181] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:38.207] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:38.228] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:38.254] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:38.279] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:38.303] Finished benchmark
## INFO [12:17:38.367] Result of batch 2:
## INFO [12:17:38.369] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:38.369] 92 0.5245615 14 0.5 f190c3d2-051d-413e-9ac1-634908512ad5
## INFO [12:17:38.377] Evaluating 1 configuration(s)
## INFO [12:17:38.407] Benchmark with 10 resampling iterations
## INFO [12:17:38.420] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:38.450] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:38.483] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:38.503] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:38.524] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:38.549] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:38.569] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:38.589] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:38.613] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:38.636] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:38.661] Finished benchmark
## INFO [12:17:38.744] Result of batch 3:
## INFO [12:17:38.747] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:38.747] 34 0.01981603 9 0.7129914 55052a8a-b70c-402e-a83e-a6ecb5cebf98
## INFO [12:17:38.755] Evaluating 1 configuration(s)
## INFO [12:17:38.780] Benchmark with 10 resampling iterations
## INFO [12:17:38.793] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:38.819] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:38.843] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:38.861] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:38.880] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:38.901] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:38.922] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:38.942] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:38.961] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:38.984] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:39.007] Finished benchmark
## INFO [12:17:39.095] Result of batch 4:
## INFO [12:17:39.098] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:39.098] 123 0.1883189 6 0.5 c3c8fd6a-e59b-41e2-8f39-ecbf66711fb4
## INFO [12:17:39.105] Evaluating 1 configuration(s)
## INFO [12:17:39.133] Benchmark with 10 resampling iterations
## INFO [12:17:39.145] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:39.172] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:39.210] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:39.256] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:39.306] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:39.348] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:39.375] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:39.401] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:39.423] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:39.445] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:39.470] Finished benchmark
## INFO [12:17:39.592] Result of batch 5:
## INFO [12:17:39.595] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:39.595] 148 0.8406785 23 0.5 72d03f11-d5cd-458c-b845-43f03f2a3fd3
## INFO [12:17:39.601] Evaluating 1 configuration(s)
## INFO [12:17:39.617] Benchmark with 10 resampling iterations
## INFO [12:17:39.625] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:39.667] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:39.698] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:39.740] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:39.788] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:39.841] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:39.889] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:39.937] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:39.986] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:40.038] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:40.104] Finished benchmark
## INFO [12:17:40.235] Result of batch 6:
## INFO [12:17:40.236] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:40.236] 20 0.77939 5 0.5 bb23ff14-94ad-4dff-8619-e965ef11018e
## INFO [12:17:40.242] Evaluating 1 configuration(s)
## INFO [12:17:40.260] Benchmark with 10 resampling iterations
## INFO [12:17:40.267] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:40.287] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:40.310] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:40.345] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:40.364] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:40.386] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:40.432] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:40.465] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:40.488] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:40.582] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:40.626] Finished benchmark
## INFO [12:17:40.698] Result of batch 7:
## INFO [12:17:40.699] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:40.699] 40 0.4775881 3 0.5 36e0bf29-6426-4141-a210-ae3e5909ae01
## INFO [12:17:40.705] Evaluating 1 configuration(s)
## INFO [12:17:40.719] Benchmark with 10 resampling iterations
## INFO [12:17:40.727] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:40.745] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:40.763] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:40.791] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:40.817] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:40.845] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:40.868] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:40.890] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:40.928] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:40.962] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:41.001] Finished benchmark
## INFO [12:17:41.068] Result of batch 8:
## INFO [12:17:41.069] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:41.069] 58 0.2468749 7 0.5 a9dc6856-6a65-4475-bd05-d6602953506c
## INFO [12:17:41.073] Evaluating 1 configuration(s)
## INFO [12:17:41.089] Benchmark with 10 resampling iterations
## INFO [12:17:41.098] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:41.118] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:41.140] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:41.160] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:41.181] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:41.204] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:41.229] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:41.273] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:41.304] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:41.333] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:41.355] Finished benchmark
## INFO [12:17:41.417] Result of batch 9:
## INFO [12:17:41.419] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:41.419] 15 0.1946816 19 0.5 1d59eec2-0231-4ff0-b92a-b268e1d86e86
## INFO [12:17:41.423] Evaluating 1 configuration(s)
## INFO [12:17:41.437] Benchmark with 10 resampling iterations
## INFO [12:17:41.447] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:41.470] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:41.494] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:41.513] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:41.532] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:41.602] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:41.637] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:41.669] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:41.704] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:41.726] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:41.746] Finished benchmark
## INFO [12:17:41.807] Result of batch 10:
## INFO [12:17:41.809] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:41.809] 87 0.5148135 22 0.5 17435cc1-3871-4237-935c-bc76395e0e32
## INFO [12:17:41.813] Evaluating 1 configuration(s)
## INFO [12:17:41.829] Benchmark with 10 resampling iterations
## INFO [12:17:41.839] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:41.862] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:41.881] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:41.900] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:41.924] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:41.964] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:41.998] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:42.029] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:42.056] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:42.080] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:42.101] Finished benchmark
## INFO [12:17:42.163] Result of batch 11:
## INFO [12:17:42.165] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:42.165] 50 0.7664009 16 0.5 a6eafb76-ad3d-4d7e-88ab-713a0d6a491f
## INFO [12:17:42.169] Evaluating 1 configuration(s)
## INFO [12:17:42.184] Benchmark with 10 resampling iterations
## INFO [12:17:42.191] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:42.210] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:42.231] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:42.251] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:42.287] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:42.319] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:42.347] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:42.379] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:42.404] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:42.423] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:42.446] Finished benchmark
## INFO [12:17:42.506] Result of batch 12:
## INFO [12:17:42.508] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:42.508] 68 0.8719669 23 0.5 b66e5dda-39df-45c7-802e-95514c343cef
## INFO [12:17:42.512] Evaluating 1 configuration(s)
## INFO [12:17:42.529] Benchmark with 10 resampling iterations
## INFO [12:17:42.536] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:42.556] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:42.574] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:42.594] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:42.636] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:42.668] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:42.699] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:42.729] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:42.750] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:42.769] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:42.789] Finished benchmark
## INFO [12:17:42.851] Result of batch 13:
## INFO [12:17:42.853] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:42.853] 141 0.953686 7 0.5 d8ac1c6e-77df-4ee8-b479-5aa3217b770e
## INFO [12:17:42.858] Evaluating 1 configuration(s)
## INFO [12:17:42.873] Benchmark with 10 resampling iterations
## INFO [12:17:42.881] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:42.901] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:42.923] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:42.957] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:42.991] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:43.019] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:43.053] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:43.075] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:43.094] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:43.115] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:43.142] Finished benchmark
## INFO [12:17:43.230] Result of batch 14:
## INFO [12:17:43.232] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:43.232] 111 0.6240003 4 0.5 4c9a3415-b99d-4094-adc0-39760a599a1b
## INFO [12:17:43.238] Evaluating 1 configuration(s)
## INFO [12:17:43.252] Benchmark with 10 resampling iterations
## INFO [12:17:43.260] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:43.281] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:43.301] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:43.348] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:43.379] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:43.412] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:43.441] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:43.462] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:43.485] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:43.506] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:43.526] Finished benchmark
## INFO [12:17:43.589] Result of batch 15:
## INFO [12:17:43.590] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:43.590] 121 0.1059874 9 0.5 cfe2c476-5586-4fac-ab44-de665a39d135
## INFO [12:17:43.595] Evaluating 1 configuration(s)
## INFO [12:17:43.609] Benchmark with 10 resampling iterations
## INFO [12:17:43.616] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:43.641] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:43.686] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:43.719] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:43.750] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:43.779] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:43.801] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:43.823] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:43.843] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:43.867] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:43.891] Finished benchmark
## INFO [12:17:43.954] Result of batch 16:
## INFO [12:17:43.956] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:43.956] 93 0.4006014 26 0.5 503e7416-fdac-45ad-9e8f-3d44f0d05db0
## INFO [12:17:43.961] Evaluating 1 configuration(s)
## INFO [12:17:43.977] Benchmark with 10 resampling iterations
## INFO [12:17:43.985] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:44.030] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:44.061] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:44.090] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:44.122] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:44.141] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:44.162] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:44.184] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:44.205] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:44.223] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:44.247] Finished benchmark
## INFO [12:17:44.313] Result of batch 17:
## INFO [12:17:44.314] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:44.314] 138 0.3722488 18 0.5 a0f4725d-6569-4d1b-9b39-7885e0763b34
## INFO [12:17:44.319] Evaluating 1 configuration(s)
## INFO [12:17:44.350] Benchmark with 10 resampling iterations
## INFO [12:17:44.363] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:44.392] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:44.424] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:44.452] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:44.477] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:44.496] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:44.513] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:44.535] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:44.556] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:44.577] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:44.597] Finished benchmark
## INFO [12:17:44.681] Result of batch 18:
## INFO [12:17:44.683] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:44.683] 24 0.5992874 24 0.5 7305728a-aefb-40d4-a47a-11c9f9b4e394
## INFO [12:17:44.692] Evaluating 1 configuration(s)
## INFO [12:17:44.717] Benchmark with 10 resampling iterations
## INFO [12:17:44.730] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:44.759] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:44.786] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:44.806] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:44.825] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:44.849] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:44.871] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:44.890] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:44.913] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:44.934] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:44.956] Finished benchmark
## INFO [12:17:45.052] Result of batch 19:
## INFO [12:17:45.055] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:45.055] 125 0.2831053 16 0.5 5a06db8b-a00d-4ea4-b883-f3df0805ec04
## INFO [12:17:45.068] Evaluating 1 configuration(s)
## INFO [12:17:45.104] Benchmark with 10 resampling iterations
## INFO [12:17:45.119] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:45.149] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:45.169] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:45.187] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:45.207] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:45.228] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:45.247] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:45.267] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:45.292] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:45.312] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:45.333] Finished benchmark
## INFO [12:17:45.445] Result of batch 20:
## INFO [12:17:45.448] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:45.448] 24 0.584178 9 0.5 e679ffb6-cd61-42fc-ad4b-6bea8ea30b73
## INFO [12:17:45.457] Evaluating 1 configuration(s)
## INFO [12:17:45.476] Benchmark with 10 resampling iterations
## INFO [12:17:45.482] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:45.503] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:45.525] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:45.544] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:45.562] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:45.582] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:45.608] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:45.627] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:45.646] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:45.670] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:45.717] Finished benchmark
## INFO [12:17:45.814] Result of batch 21:
## INFO [12:17:45.816] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:45.816] 115 0.628166 27 0.5 2c1bb6fa-51e9-488a-9844-fdef4796894d
## INFO [12:17:45.821] Evaluating 1 configuration(s)
## INFO [12:17:45.835] Benchmark with 10 resampling iterations
## INFO [12:17:45.843] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:45.866] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:45.886] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:45.908] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:45.927] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:45.946] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:45.969] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:45.989] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:46.026] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:46.060] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:46.091] Finished benchmark
## INFO [12:17:46.166] Result of batch 22:
## INFO [12:17:46.167] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:46.167] 102 0.7129182 25 0.5 23a773db-b6db-4ccc-aa2a-1d05a1152cdd
## INFO [12:17:46.172] Evaluating 1 configuration(s)
## INFO [12:17:46.185] Benchmark with 10 resampling iterations
## INFO [12:17:46.193] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:46.214] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:46.233] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:46.252] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:46.276] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:46.295] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:46.314] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:46.360] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:46.389] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:46.421] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:46.447] Finished benchmark
## INFO [12:17:46.511] Result of batch 23:
## INFO [12:17:46.513] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:46.513] 124 0.355889 3 0.5 35032d0e-2e47-44dd-acbf-a6709d2dd5f7
## INFO [12:17:46.517] Evaluating 1 configuration(s)
## INFO [12:17:46.531] Benchmark with 10 resampling iterations
## INFO [12:17:46.538] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:46.557] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:46.578] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:46.597] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:46.616] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:46.659] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:46.690] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:46.723] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:46.749] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:46.767] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:46.791] Finished benchmark
## INFO [12:17:46.851] Result of batch 24:
## INFO [12:17:46.853] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:46.853] 143 0.5160626 2 0.5 bb9bc7ac-4855-4986-8874-e68ec4d08bb0
## INFO [12:17:46.858] Evaluating 1 configuration(s)
## INFO [12:17:46.876] Benchmark with 10 resampling iterations
## INFO [12:17:46.883] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:46.904] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:46.925] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:46.968] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:47.000] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:47.035] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:47.064] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:47.086] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:47.111] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:47.134] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:47.157] Finished benchmark
## INFO [12:17:47.220] Result of batch 25:
## INFO [12:17:47.222] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:47.222] 13 0.02976129 19 0.7008927 edb2fd2e-bb65-4b84-9a0d-053d20a56484
## INFO [12:17:47.226] Evaluating 1 configuration(s)
## INFO [12:17:47.244] Benchmark with 10 resampling iterations
## INFO [12:17:47.251] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:47.290] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:47.323] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:47.352] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:47.381] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:47.401] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:47.420] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:47.438] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:47.459] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:47.480] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:47.502] Finished benchmark
## INFO [12:17:47.569] Result of batch 26:
## INFO [12:17:47.571] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:47.571] 86 0.55602 26 0.5 911cdbfa-d20c-4a59-88d7-135d730db32f
## INFO [12:17:47.590] Evaluating 1 configuration(s)
## INFO [12:17:47.616] Benchmark with 10 resampling iterations
## INFO [12:17:47.629] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:47.659] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:47.689] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:47.710] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:47.730] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:47.749] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:47.772] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:47.792] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:47.811] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:47.838] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:47.862] Finished benchmark
## INFO [12:17:47.961] Result of batch 27:
## INFO [12:17:47.963] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:47.963] 61 0.08842154 9 0.5 fd3ac815-d46c-4b94-a49b-c0d5a72a641e
## INFO [12:17:47.969] Evaluating 1 configuration(s)
## INFO [12:17:47.992] Benchmark with 10 resampling iterations
## INFO [12:17:48.005] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:48.023] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:48.041] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:48.060] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:48.081] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:48.100] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:48.119] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:48.141] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:48.162] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:48.184] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:48.230] Finished benchmark
## INFO [12:17:48.317] Result of batch 28:
## INFO [12:17:48.319] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:48.319] 81 0.7875201 29 0.5 9f7bdeab-be1e-4c28-a8fb-c3b98f9afd27
## INFO [12:17:48.323] Evaluating 1 configuration(s)
## INFO [12:17:48.336] Benchmark with 10 resampling iterations
## INFO [12:17:48.343] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:48.365] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:48.389] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:48.410] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:48.431] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:48.454] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:48.474] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:48.539] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:48.577] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:48.615] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:48.651] Finished benchmark
## INFO [12:17:48.740] Result of batch 29:
## INFO [12:17:48.742] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:48.742] 19 0.2526468 1 0.5 11e201c7-b23a-4b40-8e0a-e114930597f8
## INFO [12:17:48.748] Evaluating 1 configuration(s)
## INFO [12:17:48.764] Benchmark with 10 resampling iterations
## INFO [12:17:48.772] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:48.793] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:48.815] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:48.837] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:48.858] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:48.881] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:48.903] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:48.944] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:48.980] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:49.010] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:49.044] Finished benchmark
## INFO [12:17:49.109] Result of batch 30:
## INFO [12:17:49.111] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:49.111] 41 0.7891257 2 0.5 1a3db3b2-95ec-4765-9c15-51db5dd42bb3
## INFO [12:17:49.119] Evaluating 1 configuration(s)
## INFO [12:17:49.133] Benchmark with 10 resampling iterations
## INFO [12:17:49.142] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:49.161] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:49.184] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:49.204] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:49.224] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:49.243] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:49.288] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:49.318] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:49.354] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:49.384] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:49.414] Finished benchmark
## INFO [12:17:49.476] Result of batch 31:
## INFO [12:17:49.479] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:49.479] 86 0.3314605 11 0.5 6bb3dbf4-bea7-4e26-8cd4-ade1bda97c21
## INFO [12:17:49.487] Evaluating 1 configuration(s)
## INFO [12:17:49.502] Benchmark with 10 resampling iterations
## INFO [12:17:49.509] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:49.529] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:49.550] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:49.573] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:49.593] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:49.635] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:49.668] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:49.700] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:49.733] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:49.761] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:49.780] Finished benchmark
## INFO [12:17:49.846] Result of batch 32:
## INFO [12:17:49.848] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:49.848] 107 0.1640892 23 0.5 14aad482-17e0-40e7-b375-43e0f9b25e89
## INFO [12:17:49.854] Evaluating 1 configuration(s)
## INFO [12:17:49.872] Benchmark with 10 resampling iterations
## INFO [12:17:49.879] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:49.898] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:49.919] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:49.942] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:49.983] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:50.017] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:50.047] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:50.077] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:50.104] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:50.126] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:50.148] Finished benchmark
## INFO [12:17:50.211] Result of batch 33:
## INFO [12:17:50.212] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:50.212] 135 0.9876733 21 0.5 46849cd2-e173-41e0-a192-3976064ba08a
## INFO [12:17:50.216] Evaluating 1 configuration(s)
## INFO [12:17:50.234] Benchmark with 10 resampling iterations
## INFO [12:17:50.242] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:50.262] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:50.295] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:50.328] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:50.360] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:50.391] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:50.421] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:50.446] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:50.471] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:50.491] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:50.511] Finished benchmark
## INFO [12:17:50.576] Result of batch 34:
## INFO [12:17:50.577] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:50.577] 87 0.09850032 9 0.5 a06413a9-c8a0-4950-8b58-7314fb05ff71
## INFO [12:17:50.582] Evaluating 1 configuration(s)
## INFO [12:17:50.597] Benchmark with 10 resampling iterations
## INFO [12:17:50.605] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:50.643] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:50.675] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:50.712] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:50.742] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:50.773] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:50.795] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:50.816] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:50.840] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:50.862] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:50.883] Finished benchmark
## INFO [12:17:50.950] Result of batch 35:
## INFO [12:17:50.953] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:50.953] 83 0.2858773 20 0.5 bb6690ea-b09b-4b50-aaa1-2a312f277e21
## INFO [12:17:50.957] Evaluating 1 configuration(s)
## INFO [12:17:50.991] Benchmark with 10 resampling iterations
## INFO [12:17:51.004] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:51.035] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:51.068] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:51.098] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:51.124] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:51.145] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:51.167] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:51.187] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:51.206] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:51.228] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:51.249] Finished benchmark
## INFO [12:17:51.340] Result of batch 36:
## INFO [12:17:51.343] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:51.343] 104 0.3493767 6 0.5 e9cf641e-19b4-4596-8531-01f9ad214eee
## INFO [12:17:51.350] Evaluating 1 configuration(s)
## INFO [12:17:51.379] Benchmark with 10 resampling iterations
## INFO [12:17:51.392] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:51.422] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:51.454] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:51.478] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:51.498] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:51.521] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:51.541] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:51.561] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:51.583] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:51.606] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:51.629] Finished benchmark
## INFO [12:17:51.742] Result of batch 37:
## INFO [12:17:51.745] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:51.745] 12 0.1486956 23 0.5 8db0ab6d-78e7-41b0-9e2d-6ac60960c3c3
## INFO [12:17:51.753] Evaluating 1 configuration(s)
## INFO [12:17:51.776] Benchmark with 10 resampling iterations
## INFO [12:17:51.789] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:51.818] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:51.838] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:51.861] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:51.882] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:51.904] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:51.927] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:51.949] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:51.970] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:51.994] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:52.040] Finished benchmark
## INFO [12:17:52.142] Result of batch 38:
## INFO [12:17:52.144] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:52.144] 77 0.2096978 14 0.5 a88f7408-a80f-4a9c-abf9-30e9d52b4245
## INFO [12:17:52.152] Evaluating 1 configuration(s)
## INFO [12:17:52.168] Benchmark with 10 resampling iterations
## INFO [12:17:52.176] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:52.199] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:52.218] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:52.237] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:52.256] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:52.281] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:52.302] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:52.322] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:52.365] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:52.400] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:52.445] Finished benchmark
## INFO [12:17:52.532] Result of batch 39:
## INFO [12:17:52.533] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:52.533] 114 0.8028478 21 0.5 a7a6d39e-bae8-4f69-b031-b73d73c8c87a
## INFO [12:17:52.537] Evaluating 1 configuration(s)
## INFO [12:17:52.552] Benchmark with 10 resampling iterations
## INFO [12:17:52.559] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:52.580] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:52.600] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:52.619] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:52.640] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:52.659] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:52.698] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:52.732] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:52.763] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:52.807] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:52.841] Finished benchmark
## INFO [12:17:52.910] Result of batch 40:
## INFO [12:17:52.912] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:52.912] 40 0.8631161 26 0.5 af123752-82e0-40c2-9a6e-551772693b9f
## INFO [12:17:52.921] Evaluating 1 configuration(s)
## INFO [12:17:52.937] Benchmark with 10 resampling iterations
## INFO [12:17:52.944] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:52.965] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:52.994] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:53.015] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:53.051] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:53.081] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:53.115] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:53.146] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:53.177] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:53.198] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:53.219] Finished benchmark
## INFO [12:17:53.284] Result of batch 41:
## INFO [12:17:53.286] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:53.286] 147 0.4162781 26 0.5 03544196-2c5e-4ebd-bf63-73e173adbb5c
## INFO [12:17:53.290] Evaluating 1 configuration(s)
## INFO [12:17:53.306] Benchmark with 10 resampling iterations
## INFO [12:17:53.315] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:53.336] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:53.374] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:53.408] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:53.449] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:53.482] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:53.513] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:53.532] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:53.554] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:53.575] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:53.596] Finished benchmark
## INFO [12:17:53.665] Result of batch 42:
## INFO [12:17:53.666] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:53.666] 107 0.08736175 4 0.5 fd64d731-2c77-4dda-9547-4074252ee285
## INFO [12:17:53.670] Evaluating 1 configuration(s)
## INFO [12:17:53.706] Benchmark with 10 resampling iterations
## INFO [12:17:53.720] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:53.750] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:53.783] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:53.815] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:53.844] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:53.870] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:53.888] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:53.909] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:53.929] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:53.949] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:53.970] Finished benchmark
## INFO [12:17:54.065] Result of batch 43:
## INFO [12:17:54.067] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:54.067] 23 0.3842278 5 0.5 11a7f8bd-4188-47ab-9306-b2ef64c69fa8
## INFO [12:17:54.075] Evaluating 1 configuration(s)
## INFO [12:17:54.100] Benchmark with 10 resampling iterations
## INFO [12:17:54.114] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:54.145] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:54.173] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:54.191] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:54.210] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:54.232] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:54.251] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:54.271] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:54.291] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:54.311] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:54.349] Finished benchmark
## INFO [12:17:54.454] Result of batch 44:
## INFO [12:17:54.458] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:54.458] 146 0.7091219 27 0.5 bbbd3981-0bf6-4672-bdbd-552f0bc3e840
## INFO [12:17:54.466] Evaluating 1 configuration(s)
## INFO [12:17:54.485] Benchmark with 10 resampling iterations
## INFO [12:17:54.493] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:54.512] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:54.533] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:54.552] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:54.571] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:54.592] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:54.612] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:54.632] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:54.676] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:54.718] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:54.754] Finished benchmark
## INFO [12:17:54.833] Result of batch 45:
## INFO [12:17:54.834] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:54.834] 62 0.7289566 22 0.5 e05043ee-8272-49ce-9504-7a1a8223333b
## INFO [12:17:54.839] Evaluating 1 configuration(s)
## INFO [12:17:54.854] Benchmark with 10 resampling iterations
## INFO [12:17:54.861] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:54.880] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:54.899] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:54.919] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:54.938] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:54.976] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:55.008] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:55.041] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:55.071] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:55.099] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:55.121] Finished benchmark
## INFO [12:17:55.186] Result of batch 46:
## INFO [12:17:55.188] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:55.188] 74 0.6959574 7 0.5 3d78dbf1-ae54-43a7-85be-6001f2f8ec95
## INFO [12:17:55.194] Evaluating 1 configuration(s)
## INFO [12:17:55.210] Benchmark with 10 resampling iterations
## INFO [12:17:55.218] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:55.237] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:55.257] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:55.302] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:55.337] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:55.368] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:55.396] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:55.419] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:55.438] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:55.459] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:55.481] Finished benchmark
## INFO [12:17:55.557] Result of batch 47:
## INFO [12:17:55.559] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:55.559] 35 0.4613143 16 0.5 32df5493-ec04-4534-bff4-3632ed1d4032
## INFO [12:17:55.565] Evaluating 1 configuration(s)
## INFO [12:17:55.628] Benchmark with 10 resampling iterations
## INFO [12:17:55.641] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:55.673] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:55.705] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:55.756] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:55.801] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:55.849] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:55.886] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:55.905] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:55.925] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:55.947] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:55.968] Finished benchmark
## INFO [12:17:56.074] Result of batch 48:
## INFO [12:17:56.076] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:56.076] 92 0.2314587 23 0.5 fe6b6e2f-e925-4133-8236-e47c81903bde
## INFO [12:17:56.088] Evaluating 1 configuration(s)
## INFO [12:17:56.118] Benchmark with 10 resampling iterations
## INFO [12:17:56.130] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:56.162] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:56.194] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:56.224] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:56.260] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:56.278] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:56.296] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:56.322] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:56.346] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:56.368] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:56.390] Finished benchmark
## INFO [12:17:56.493] Result of batch 49:
## INFO [12:17:56.496] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:56.496] 58 0.5226847 14 0.5 4a960787-93f5-4645-a46b-3c5ac55135b7
## INFO [12:17:56.502] Evaluating 1 configuration(s)
## INFO [12:17:56.529] Benchmark with 10 resampling iterations
## INFO [12:17:56.543] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:56.578] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:56.609] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:56.639] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:56.659] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:56.681] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:56.703] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:56.727] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:56.747] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:56.770] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:56.809] Finished benchmark
## INFO [12:17:56.919] Result of batch 50:
## INFO [12:17:56.922] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:56.922] 49 0.03500027 27 0.6976954 d0927c7a-283f-449f-aa26-b28b6823c94a
## INFO [12:17:56.932] Evaluating 1 configuration(s)
## INFO [12:17:56.956] Benchmark with 10 resampling iterations
## INFO [12:17:56.968] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:56.995] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:57.015] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:57.034] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:57.053] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:57.074] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:57.095] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:57.115] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:57.137] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:57.175] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:57.208] Finished benchmark
## INFO [12:17:57.315] Result of batch 51:
## INFO [12:17:57.317] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:57.317] 52 0.699691 12 0.5 52ccb31e-cce8-464b-9081-a055723edef3
## INFO [12:17:57.324] Evaluating 1 configuration(s)
## INFO [12:17:57.342] Benchmark with 10 resampling iterations
## INFO [12:17:57.349] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:57.368] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:57.389] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:57.411] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:57.433] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:57.455] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:57.475] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:57.507] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:57.542] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:57.575] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:57.611] Finished benchmark
## INFO [12:17:57.706] Result of batch 52:
## INFO [12:17:57.708] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:57.708] 12 0.8490808 3 0.5 a18df03e-6f1f-43ca-81fd-62fbb32614f7
## INFO [12:17:57.711] Evaluating 1 configuration(s)
## INFO [12:17:57.725] Benchmark with 10 resampling iterations
## INFO [12:17:57.732] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:57.754] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:57.775] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:57.795] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:57.817] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:57.837] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:57.881] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:57.913] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:57.945] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:57.978] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:58.009] Finished benchmark
## INFO [12:17:58.082] Result of batch 53:
## INFO [12:17:58.083] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:58.083] 142 0.07786968 3 0.5 797cd53f-a02f-4312-9871-5f0f3ca208c0
## INFO [12:17:58.087] Evaluating 1 configuration(s)
## INFO [12:17:58.102] Benchmark with 10 resampling iterations
## INFO [12:17:58.110] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:58.134] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:58.154] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:58.176] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:58.218] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:58.250] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:58.286] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:58.318] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:58.350] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:58.377] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:58.398] Finished benchmark
## INFO [12:17:58.471] Result of batch 54:
## INFO [12:17:58.474] minsplit cp maxdepth classif.auc
## INFO [12:17:58.474] 9 0.0005515153 3 0.6953629
## INFO [12:17:58.474] uhash
## INFO [12:17:58.474] 280076a4-0672-44eb-9450-4873f22a69ef
## INFO [12:17:58.480] Evaluating 1 configuration(s)
## INFO [12:17:58.499] Benchmark with 10 resampling iterations
## INFO [12:17:58.509] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:58.528] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:58.568] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:58.600] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:58.633] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:58.665] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:58.700] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:58.731] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:58.750] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:58.770] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:58.794] Finished benchmark
## INFO [12:17:58.865] Result of batch 55:
## INFO [12:17:58.866] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:58.866] 64 0.8118699 24 0.5 8b5b1d9a-5874-45d9-ab58-39a7f49132d5
## INFO [12:17:58.872] Evaluating 1 configuration(s)
## INFO [12:17:58.903] Benchmark with 10 resampling iterations
## INFO [12:17:58.916] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:58.951] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:58.984] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:59.017] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:59.049] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:59.076] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:59.097] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:59.118] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:59.141] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:59.162] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:59.185] Finished benchmark
## INFO [12:17:59.284] Result of batch 56:
## INFO [12:17:59.287] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:59.287] 84 0.02746814 3 0.7004469 1f63f1f7-a441-4940-90ec-d8831707798f
## INFO [12:17:59.294] Evaluating 1 configuration(s)
## INFO [12:17:59.320] Benchmark with 10 resampling iterations
## INFO [12:17:59.335] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:59.365] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:59.394] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:59.421] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:59.441] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:59.463] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:59.484] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:59.506] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:59.526] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:17:59.548] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:59.584] Finished benchmark
## INFO [12:17:59.692] Result of batch 57:
## INFO [12:17:59.695] minsplit cp maxdepth classif.auc uhash
## INFO [12:17:59.695] 131 0.1775245 25 0.5 ef42e5b6-4c2a-48d4-bed5-32f3020d207f
## INFO [12:17:59.703] Evaluating 1 configuration(s)
## INFO [12:17:59.728] Benchmark with 10 resampling iterations
## INFO [12:17:59.739] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:17:59.762] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:17:59.783] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:17:59.803] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:17:59.823] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:17:59.845] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:17:59.867] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:17:59.887] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:17:59.939] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:17:59.985] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:00.021] Finished benchmark
## INFO [12:18:00.118] Result of batch 58:
## INFO [12:18:00.120] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:00.120] 150 0.5438317 17 0.5 5576d3cb-3de2-4a52-8632-8ad1b09b1293
## INFO [12:18:00.124] Evaluating 1 configuration(s)
## INFO [12:18:00.138] Benchmark with 10 resampling iterations
## INFO [12:18:00.146] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:00.167] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:00.187] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:00.207] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:00.229] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:00.247] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:00.289] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:00.319] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:00.350] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:00.381] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:00.413] Finished benchmark
## INFO [12:18:00.483] Result of batch 59:
## INFO [12:18:00.485] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:00.485] 107 0.1182785 13 0.5 3bb6f2b8-195f-46fc-b0f0-52a182305bfc
## INFO [12:18:00.489] Evaluating 1 configuration(s)
## INFO [12:18:00.503] Benchmark with 10 resampling iterations
## INFO [12:18:00.514] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:00.535] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:00.555] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:00.594] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:00.625] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:00.656] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:00.693] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:00.725] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:00.759] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:00.777] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:00.798] Finished benchmark
## INFO [12:18:00.872] Result of batch 60:
## INFO [12:18:00.875] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:00.875] 28 0.790736 10 0.5 ba252835-3a82-4d6b-9d43-b05305c4a6b0
## INFO [12:18:00.879] Evaluating 1 configuration(s)
## INFO [12:18:00.894] Benchmark with 10 resampling iterations
## INFO [12:18:00.903] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:00.945] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:00.978] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:01.010] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:01.043] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:01.073] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:01.095] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:01.118] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:01.150] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:01.169] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:01.193] Finished benchmark
## INFO [12:18:01.288] Result of batch 61:
## INFO [12:18:01.291] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:01.291] 28 0.7281273 29 0.5 00fe7bf4-6ac0-4a26-9de1-07dfacaf3918
## INFO [12:18:01.298] Evaluating 1 configuration(s)
## INFO [12:18:01.321] Benchmark with 10 resampling iterations
## INFO [12:18:01.334] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:01.369] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:01.399] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:01.429] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:01.455] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:01.483] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:01.509] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:01.529] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:01.548] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:01.569] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:01.610] Finished benchmark
## INFO [12:18:01.719] Result of batch 62:
## INFO [12:18:01.722] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:01.722] 90 0.145561 9 0.5 46191ba9-6fc9-4b43-8758-897547ae543b
## INFO [12:18:01.730] Evaluating 1 configuration(s)
## INFO [12:18:01.752] Benchmark with 10 resampling iterations
## INFO [12:18:01.763] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:01.784] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:01.806] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:01.826] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:01.850] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:01.876] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:01.897] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:01.935] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:01.969] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:02.000] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:02.040] Finished benchmark
## INFO [12:18:02.133] Result of batch 63:
## INFO [12:18:02.135] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:02.135] 20 0.8603876 2 0.5 f7ad6d2d-731a-4eb4-acdf-3e8461612ec6
## INFO [12:18:02.141] Evaluating 1 configuration(s)
## INFO [12:18:02.162] Benchmark with 10 resampling iterations
## INFO [12:18:02.182] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:02.212] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:02.244] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:02.268] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:02.306] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:02.341] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:02.375] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:02.415] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:02.448] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:02.484] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:02.509] Finished benchmark
## INFO [12:18:02.579] Result of batch 64:
## INFO [12:18:02.580] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:02.580] 19 0.341045 23 0.5 66f0e8e8-806a-4431-9be0-65d65709140e
## INFO [12:18:02.585] Evaluating 1 configuration(s)
## INFO [12:18:02.599] Benchmark with 10 resampling iterations
## INFO [12:18:02.607] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:02.644] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:02.675] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:02.710] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:02.741] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:02.774] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:02.801] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:02.820] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:02.844] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:02.880] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:02.911] Finished benchmark
## INFO [12:18:03.479] Result of batch 65:
## INFO [12:18:03.480] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:03.480] 63 0.5284645 25 0.5 34274f3c-b927-4e51-9031-fd54973c93bd
## INFO [12:18:03.485] Evaluating 1 configuration(s)
## INFO [12:18:03.504] Benchmark with 10 resampling iterations
## INFO [12:18:03.512] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:03.535] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:03.558] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:03.581] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:03.599] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:03.620] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:03.638] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:03.656] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:03.680] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:03.698] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:03.718] Finished benchmark
## INFO [12:18:03.786] Result of batch 66:
## INFO [12:18:03.787] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:03.787] 114 0.956029 29 0.5 d0ce5328-6176-453c-a3ed-b2f2f4f7b0d8
## INFO [12:18:03.791] Evaluating 1 configuration(s)
## INFO [12:18:03.806] Benchmark with 10 resampling iterations
## INFO [12:18:03.814] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:03.835] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:03.857] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:03.876] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:03.897] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:03.916] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:03.935] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:03.953] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:03.977] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:03.997] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:04.020] Finished benchmark
## INFO [12:18:04.107] Result of batch 67:
## INFO [12:18:04.109] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:04.109] 125 0.8334563 14 0.5 cb81b929-422b-41b2-be1d-8a42b459311b
## INFO [12:18:04.116] Evaluating 1 configuration(s)
## INFO [12:18:04.131] Benchmark with 10 resampling iterations
## INFO [12:18:04.138] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:04.157] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:04.179] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:04.199] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:04.219] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:04.237] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:04.257] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:04.279] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:04.298] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:04.318] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:04.340] Finished benchmark
## INFO [12:18:04.409] Result of batch 68:
## INFO [12:18:04.412] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:04.412] 64 0.02271583 19 0.7049481 f66cd463-c6ff-4969-90f6-2c1920203f7f
## INFO [12:18:04.416] Evaluating 1 configuration(s)
## INFO [12:18:04.430] Benchmark with 10 resampling iterations
## INFO [12:18:04.437] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:04.457] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:04.475] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:04.496] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:04.513] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:04.530] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:04.548] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:04.570] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:04.588] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:04.607] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:04.626] Finished benchmark
## INFO [12:18:04.756] Result of batch 69:
## INFO [12:18:04.757] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:04.757] 142 0.8502083 15 0.5 0b16248a-6374-43be-95de-b5829f2d7f74
## INFO [12:18:04.760] Evaluating 1 configuration(s)
## INFO [12:18:04.774] Benchmark with 10 resampling iterations
## INFO [12:18:04.781] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:04.801] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:04.840] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:04.880] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:04.926] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:04.974] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:05.004] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:05.025] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:05.043] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:05.061] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:05.081] Finished benchmark
## INFO [12:18:05.166] Result of batch 70:
## INFO [12:18:05.168] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:05.168] 86 0.9835287 14 0.5 97fc9689-a83b-46b9-a370-14d4c12399cb
## INFO [12:18:05.173] Evaluating 1 configuration(s)
## INFO [12:18:05.187] Benchmark with 10 resampling iterations
## INFO [12:18:05.194] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:05.211] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:05.230] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:05.249] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:05.268] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:05.285] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:05.303] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:05.323] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:05.341] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:05.359] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:05.378] Finished benchmark
## INFO [12:18:05.481] Result of batch 71:
## INFO [12:18:05.483] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:05.483] 130 0.9518746 12 0.5 4c657c26-b139-4b9c-9b8d-84aa96da7f6e
## INFO [12:18:05.488] Evaluating 1 configuration(s)
## INFO [12:18:05.501] Benchmark with 10 resampling iterations
## INFO [12:18:05.507] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:05.525] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:05.546] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:05.564] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:05.582] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:05.600] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:05.625] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:05.643] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:05.661] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:05.682] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:05.706] Finished benchmark
## INFO [12:18:05.785] Result of batch 72:
## INFO [12:18:05.787] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:05.787] 148 0.343967 2 0.5 ec9a98a3-4c16-4798-ac1e-0b61b630ec89
## INFO [12:18:05.791] Evaluating 1 configuration(s)
## INFO [12:18:05.805] Benchmark with 10 resampling iterations
## INFO [12:18:05.812] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:05.831] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:05.856] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:05.874] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:05.892] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:05.910] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:05.930] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:05.949] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:05.967] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:05.989] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:06.008] Finished benchmark
## INFO [12:18:06.090] Result of batch 73:
## INFO [12:18:06.091] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:06.091] 12 0.2432789 16 0.5 ffbcddf8-66d1-4ffb-85c9-4acb978d6089
## INFO [12:18:06.095] Evaluating 1 configuration(s)
## INFO [12:18:06.108] Benchmark with 10 resampling iterations
## INFO [12:18:06.115] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:06.134] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:06.155] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:06.173] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:06.193] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:06.214] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:06.233] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:06.253] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:06.272] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:06.294] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:06.314] Finished benchmark
## INFO [12:18:06.383] Result of batch 74:
## INFO [12:18:06.384] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:06.384] 139 0.3444358 19 0.5 25adcf3a-c348-444a-86de-560fa584a0f8
## INFO [12:18:06.388] Evaluating 1 configuration(s)
## INFO [12:18:06.403] Benchmark with 10 resampling iterations
## INFO [12:18:06.410] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:06.430] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:06.450] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:06.470] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:06.487] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:06.505] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:06.526] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:06.543] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:06.561] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:06.579] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:06.599] Finished benchmark
## INFO [12:18:06.682] Result of batch 75:
## INFO [12:18:06.683] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:06.683] 26 0.9730897 10 0.5 e0797e9e-a3da-4b35-ba8f-9d267e0983ac
## INFO [12:18:06.688] Evaluating 1 configuration(s)
## INFO [12:18:06.701] Benchmark with 10 resampling iterations
## INFO [12:18:06.707] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:06.726] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:06.747] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:06.765] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:06.784] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:06.803] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:06.823] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:06.843] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:06.865] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:06.885] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:06.908] Finished benchmark
## INFO [12:18:06.976] Result of batch 76:
## INFO [12:18:06.978] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:06.978] 130 0.433285 3 0.5 c249b2cf-3073-4223-935f-c07253643ebb
## INFO [12:18:06.981] Evaluating 1 configuration(s)
## INFO [12:18:06.996] Benchmark with 10 resampling iterations
## INFO [12:18:07.002] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:07.021] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:07.041] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:07.060] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:07.078] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:07.095] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:07.115] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:07.136] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:07.156] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:07.175] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:07.197] Finished benchmark
## INFO [12:18:07.283] Result of batch 77:
## INFO [12:18:07.285] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:07.285] 9 0.2489057 2 0.5 f502a694-ef57-4fda-b401-2473cd88a343
## INFO [12:18:07.290] Evaluating 1 configuration(s)
## INFO [12:18:07.303] Benchmark with 10 resampling iterations
## INFO [12:18:07.310] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:07.328] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:07.349] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:07.368] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:07.386] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:07.404] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:07.425] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:07.445] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:07.465] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:07.489] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:07.510] Finished benchmark
## INFO [12:18:07.578] Result of batch 78:
## INFO [12:18:07.579] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:07.579] 97 0.5278734 18 0.5 177f5274-54c1-41d5-922d-6a83162851c4
## INFO [12:18:07.583] Evaluating 1 configuration(s)
## INFO [12:18:07.597] Benchmark with 10 resampling iterations
## INFO [12:18:07.604] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:07.622] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:07.644] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:07.663] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:07.682] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:07.700] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:07.721] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:07.739] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:07.757] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:07.775] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:07.798] Finished benchmark
## INFO [12:18:07.885] Result of batch 79:
## INFO [12:18:07.887] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:07.887] 9 0.8340264 7 0.5 d174c526-bef8-431d-9ac0-160b64c313fd
## INFO [12:18:07.890] Evaluating 1 configuration(s)
## INFO [12:18:07.903] Benchmark with 10 resampling iterations
## INFO [12:18:07.910] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:07.928] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:07.948] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:07.969] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:07.986] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:08.006] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:08.028] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:08.048] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:08.067] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:08.086] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:08.109] Finished benchmark
## INFO [12:18:08.179] Result of batch 80:
## INFO [12:18:08.180] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:08.180] 2 0.7637636 5 0.5 c4a1e4bb-8ef8-40aa-976c-3c745cc6154e
## INFO [12:18:08.185] Evaluating 1 configuration(s)
## INFO [12:18:08.199] Benchmark with 10 resampling iterations
## INFO [12:18:08.206] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:08.223] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:08.244] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:08.262] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:08.279] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:08.296] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:08.317] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:08.338] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:08.359] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:08.378] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:08.401] Finished benchmark
## INFO [12:18:08.492] Result of batch 81:
## INFO [12:18:08.493] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:08.493] 30 0.01226338 1 0.5 8aa531b2-753f-4012-b34d-24a7ab99279d
## INFO [12:18:08.497] Evaluating 1 configuration(s)
## INFO [12:18:08.524] Benchmark with 10 resampling iterations
## INFO [12:18:08.538] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:08.555] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:08.573] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:08.592] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:08.614] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:08.634] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:08.652] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:08.670] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:08.701] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:08.721] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:08.742] Finished benchmark
## INFO [12:18:08.847] Result of batch 82:
## INFO [12:18:08.849] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:08.849] 8 0.1880238 1 0.5 a1c00fba-038d-41dd-9bdc-136ad15acf52
## INFO [12:18:08.855] Evaluating 1 configuration(s)
## INFO [12:18:08.869] Benchmark with 10 resampling iterations
## INFO [12:18:08.876] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:08.894] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:08.923] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:08.943] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:08.961] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:08.998] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:09.025] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:09.042] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:09.061] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:09.081] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:09.100] Finished benchmark
## INFO [12:18:09.214] Result of batch 83:
## INFO [12:18:09.217] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:09.217] 28 0.9982693 20 0.5 80b87df7-3719-4d47-8fec-f0e2a61cba86
## INFO [12:18:09.221] Evaluating 1 configuration(s)
## INFO [12:18:09.253] Benchmark with 10 resampling iterations
## INFO [12:18:09.260] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:09.287] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:09.305] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:09.323] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:09.340] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:09.359] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:09.383] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:09.411] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:09.439] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:09.466] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:09.493] Finished benchmark
## INFO [12:18:09.559] Result of batch 84:
## INFO [12:18:09.560] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:09.560] 146 0.4311737 28 0.5 5a7d279b-d46a-4fde-901f-e9e892077196
## INFO [12:18:09.564] Evaluating 1 configuration(s)
## INFO [12:18:09.577] Benchmark with 10 resampling iterations
## INFO [12:18:09.585] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:09.604] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:09.621] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:09.638] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:09.655] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:09.675] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:09.706] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:09.737] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:09.771] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:09.789] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:09.841] Finished benchmark
## INFO [12:18:09.955] Result of batch 85:
## INFO [12:18:09.959] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:09.959] 44 0.8590634 12 0.5 9737dd6d-68d2-4af9-a114-96784c6c7830
## INFO [12:18:09.969] Evaluating 1 configuration(s)
## INFO [12:18:09.999] Benchmark with 10 resampling iterations
## INFO [12:18:10.009] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:10.027] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:10.052] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:10.094] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:10.146] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:10.191] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:10.225] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:10.244] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:10.266] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:10.285] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:10.304] Finished benchmark
## INFO [12:18:10.380] Result of batch 86:
## INFO [12:18:10.382] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:10.382] 60 0.634018 21 0.5 4c1a8d04-98e2-405e-aca0-2ca815be70ec
## INFO [12:18:10.386] Evaluating 1 configuration(s)
## INFO [12:18:10.399] Benchmark with 10 resampling iterations
## INFO [12:18:10.406] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:10.426] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:10.445] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:10.463] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:10.487] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:10.505] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:10.523] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:10.541] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:10.559] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:10.600] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:10.618] Finished benchmark
## INFO [12:18:10.691] Result of batch 87:
## INFO [12:18:10.692] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:10.692] 75 0.5611095 18 0.5 3cc431a9-a576-4f88-8681-e1fccb24cae0
## INFO [12:18:10.696] Evaluating 1 configuration(s)
## INFO [12:18:10.716] Benchmark with 10 resampling iterations
## INFO [12:18:10.722] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:10.750] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:10.772] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:10.802] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:10.823] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:10.843] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:10.868] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:10.887] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:10.906] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:10.923] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:10.944] Finished benchmark
## INFO [12:18:11.017] Result of batch 88:
## INFO [12:18:11.019] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:11.019] 71 0.8169392 21 0.5 9b7ca635-feeb-4a0e-bcfc-48bfb9503184
## INFO [12:18:11.022] Evaluating 1 configuration(s)
## INFO [12:18:11.037] Benchmark with 10 resampling iterations
## INFO [12:18:11.043] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:11.061] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:11.078] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:11.099] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:11.118] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:11.138] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:11.157] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:11.178] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:11.212] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:11.234] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:11.255] Finished benchmark
## INFO [12:18:11.324] Result of batch 89:
## INFO [12:18:11.326] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:11.326] 20 0.1917493 5 0.5 951ba631-ad20-4ad0-ac47-4174dab46204
## INFO [12:18:11.329] Evaluating 1 configuration(s)
## INFO [12:18:11.343] Benchmark with 10 resampling iterations
## INFO [12:18:11.349] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:11.368] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:11.386] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:11.406] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:11.425] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:11.445] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:11.472] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:11.492] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:11.510] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:11.533] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:11.552] Finished benchmark
## INFO [12:18:11.619] Result of batch 90:
## INFO [12:18:11.620] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:11.620] 72 0.2309512 16 0.5 eab8610c-6ef9-4cae-b0df-30bf2ea23cc1
## INFO [12:18:11.624] Evaluating 1 configuration(s)
## INFO [12:18:11.638] Benchmark with 10 resampling iterations
## INFO [12:18:11.645] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:11.662] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:11.682] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:11.704] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:11.725] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:11.745] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:11.766] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:11.800] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:11.817] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:11.840] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:11.862] Finished benchmark
## INFO [12:18:11.932] Result of batch 91:
## INFO [12:18:11.933] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:11.933] 59 0.5598275 25 0.5 db6dac75-d3f9-4758-bbf0-7e28a1a5d26b
## INFO [12:18:11.937] Evaluating 1 configuration(s)
## INFO [12:18:11.951] Benchmark with 10 resampling iterations
## INFO [12:18:11.957] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:11.976] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:11.998] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:12.018] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:12.038] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:12.059] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:12.081] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:12.100] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:12.121] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:12.143] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:12.162] Finished benchmark
## INFO [12:18:12.230] Result of batch 92:
## INFO [12:18:12.231] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:12.231] 58 0.1747547 26 0.5 b6367430-ce17-4a75-a554-3b553d03d33c
## INFO [12:18:12.236] Evaluating 1 configuration(s)
## INFO [12:18:12.249] Benchmark with 10 resampling iterations
## INFO [12:18:12.257] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:12.276] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:12.298] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:12.316] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:12.335] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:12.354] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:12.390] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:12.407] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:12.427] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:12.450] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:12.470] Finished benchmark
## INFO [12:18:12.542] Result of batch 93:
## INFO [12:18:12.543] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:12.543] 145 0.87807 13 0.5 f109fb98-294e-4f07-892c-6f51d971c127
## INFO [12:18:12.547] Evaluating 1 configuration(s)
## INFO [12:18:12.561] Benchmark with 10 resampling iterations
## INFO [12:18:12.569] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:12.589] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:12.609] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:12.629] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:12.648] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:12.673] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:12.691] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:12.708] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:12.728] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:12.747] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:12.767] Finished benchmark
## INFO [12:18:12.839] Result of batch 94:
## INFO [12:18:12.841] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:12.841] 99 0.8858409 12 0.5 88418618-dbea-4f73-b8f1-1b99854f510c
## INFO [12:18:12.849] Evaluating 1 configuration(s)
## INFO [12:18:12.864] Benchmark with 10 resampling iterations
## INFO [12:18:12.872] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:12.893] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:12.916] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:12.938] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:12.972] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:12.992] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:13.010] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:13.032] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:13.051] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:13.069] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:13.089] Finished benchmark
## INFO [12:18:13.161] Result of batch 95:
## INFO [12:18:13.162] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:13.162] 2 0.5009611 15 0.5 2cf3589f-daa5-4d56-86e4-4817683064fd
## INFO [12:18:13.166] Evaluating 1 configuration(s)
## INFO [12:18:13.182] Benchmark with 10 resampling iterations
## INFO [12:18:13.189] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:13.209] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:13.228] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:13.248] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:13.268] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:13.288] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:13.306] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:13.323] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:13.341] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:13.360] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:13.380] Finished benchmark
## INFO [12:18:13.453] Result of batch 96:
## INFO [12:18:13.455] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:13.455] 73 0.384608 19 0.5 5b175f61-aff6-4862-98df-94e89d7625c3
## INFO [12:18:13.458] Evaluating 1 configuration(s)
## INFO [12:18:13.473] Benchmark with 10 resampling iterations
## INFO [12:18:13.481] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:13.503] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:13.537] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:13.556] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:13.576] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:13.595] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:13.613] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:13.636] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:13.656] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:13.678] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:13.699] Finished benchmark
## INFO [12:18:13.772] Result of batch 97:
## INFO [12:18:13.773] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:13.773] 81 0.2747703 29 0.5 19798f4f-b574-4114-b7f9-00e307e0450e
## INFO [12:18:13.781] Evaluating 1 configuration(s)
## INFO [12:18:13.795] Benchmark with 10 resampling iterations
## INFO [12:18:13.805] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:13.823] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:13.841] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:13.862] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:13.884] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:13.903] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:13.923] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:13.942] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:13.961] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:13.980] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:13.999] Finished benchmark
## INFO [12:18:14.074] Result of batch 98:
## INFO [12:18:14.075] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:14.075] 55 0.8247612 18 0.5 7004c86f-98e2-41be-8912-a4597171c877
## INFO [12:18:14.082] Evaluating 1 configuration(s)
## INFO [12:18:14.097] Benchmark with 10 resampling iterations
## INFO [12:18:14.105] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:14.140] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:14.158] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:14.176] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:14.196] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:14.213] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:14.234] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:14.254] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:14.272] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:14.292] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:14.313] Finished benchmark
## INFO [12:18:14.388] Result of batch 99:
## INFO [12:18:14.390] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:14.390] 54 0.5701251 2 0.5 826681ea-3cd7-4b68-bd02-441da0225511
## INFO [12:18:14.396] Evaluating 1 configuration(s)
## INFO [12:18:14.409] Benchmark with 10 resampling iterations
## INFO [12:18:14.418] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:14.436] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:14.456] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:14.475] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:14.495] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:14.513] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:14.530] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:14.552] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:14.572] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:14.592] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:14.615] Finished benchmark
## INFO [12:18:14.702] Result of batch 100:
## INFO [12:18:14.704] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:14.704] 121 0.7528464 11 0.5 7a81488d-2af6-4c53-ac71-e2cbeebd405e
## INFO [12:18:14.711] Finished optimizing after 100 evaluation(s)
## INFO [12:18:14.712] Result:
## INFO [12:18:14.713] minsplit cp maxdepth learner_param_vals x_domain classif.auc
## INFO [12:18:14.713] 34 0.01981603 9 <list[4]> <list[3]> 0.7129914
## INFO [12:18:14.744] Applying learner 'chimerge.classif.log_reg' on task 'credit' (iter 7/10)
## [INFO] creating woe binning ...
## [INFO] converting into woe values ...
## [INFO] converting into woe values ...
## INFO [12:18:19.276] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:19.298] Applying learner 'classif.rpart.tuned' on task 'credit' (iter 6/10)
## INFO [12:18:19.317] Starting to optimize 3 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorEvals>'
## INFO [12:18:19.331] Evaluating 1 configuration(s)
## INFO [12:18:19.346] Benchmark with 10 resampling iterations
## INFO [12:18:19.353] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:19.373] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:19.392] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:19.412] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:19.435] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:19.457] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:19.480] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:19.501] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:19.521] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:19.541] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:19.565] Finished benchmark
## INFO [12:18:19.634] Result of batch 1:
## INFO [12:18:19.636] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:19.636] 146 0.05173545 12 0.6021259 c99ee95b-977e-4a03-8dae-075b2e30d0c5
## INFO [12:18:19.639] Evaluating 1 configuration(s)
## INFO [12:18:19.654] Benchmark with 10 resampling iterations
## INFO [12:18:19.662] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:19.682] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:19.701] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:19.721] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:19.742] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:19.761] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:19.778] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:19.799] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:19.819] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:19.840] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:19.867] Finished benchmark
## INFO [12:18:19.924] Result of batch 2:
## INFO [12:18:19.926] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:19.926] 124 0.4680691 7 0.5 31028aa2-0fe0-4612-8242-84b3d78e05f1
## INFO [12:18:19.931] Evaluating 1 configuration(s)
## INFO [12:18:19.945] Benchmark with 10 resampling iterations
## INFO [12:18:19.952] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:19.969] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:19.987] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:20.005] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:20.023] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:20.041] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:20.059] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:20.077] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:20.096] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:20.114] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:20.135] Finished benchmark
## INFO [12:18:20.204] Result of batch 3:
## INFO [12:18:20.206] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:20.206] 32 0.4448 20 0.5 2c9408f2-7ac9-4094-a2bb-ddd277da1daf
## INFO [12:18:20.209] Evaluating 1 configuration(s)
## INFO [12:18:20.224] Benchmark with 10 resampling iterations
## INFO [12:18:20.232] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:20.252] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:20.272] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:20.290] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:20.311] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:20.332] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:20.352] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:20.371] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:20.391] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:20.413] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:20.432] Finished benchmark
## INFO [12:18:20.492] Result of batch 4:
## INFO [12:18:20.493] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:20.493] 24 0.3008058 23 0.5 9d9245fc-6ec8-4ec3-9724-bdd24de0df10
## INFO [12:18:20.497] Evaluating 1 configuration(s)
## INFO [12:18:20.511] Benchmark with 10 resampling iterations
## INFO [12:18:20.518] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:20.535] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:20.557] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:20.575] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:20.593] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:20.613] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:20.632] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:20.651] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:20.742] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:20.767] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:20.789] Finished benchmark
## INFO [12:18:20.848] Result of batch 5:
## INFO [12:18:20.851] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:20.851] 94 0.3227896 4 0.5 b5ce3673-eb2e-4128-8cc2-c894884997fa
## INFO [12:18:20.854] Evaluating 1 configuration(s)
## INFO [12:18:20.870] Benchmark with 10 resampling iterations
## INFO [12:18:20.877] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:20.896] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:20.916] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:20.937] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:20.956] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:20.976] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:20.998] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:21.017] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:21.034] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:21.052] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:21.074] Finished benchmark
## INFO [12:18:21.134] Result of batch 6:
## INFO [12:18:21.135] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:21.135] 91 0.9488752 22 0.5 3acbb877-016e-45f5-9b36-64596c06efc0
## INFO [12:18:21.139] Evaluating 1 configuration(s)
## INFO [12:18:21.153] Benchmark with 10 resampling iterations
## INFO [12:18:21.161] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:21.180] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:21.199] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:21.219] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:21.238] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:21.258] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:21.276] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:21.313] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:21.337] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:21.357] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:21.379] Finished benchmark
## INFO [12:18:21.438] Result of batch 7:
## INFO [12:18:21.441] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:21.441] 114 0.8094821 10 0.5 05b583df-b262-44bf-ac46-38791ce47eb0
## INFO [12:18:21.445] Evaluating 1 configuration(s)
## INFO [12:18:21.461] Benchmark with 10 resampling iterations
## INFO [12:18:21.468] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:21.486] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:21.506] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:21.527] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:21.546] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:21.565] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:21.585] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:21.605] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:21.624] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:21.642] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:21.663] Finished benchmark
## INFO [12:18:21.722] Result of batch 8:
## INFO [12:18:21.724] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:21.724] 13 0.3996177 8 0.5 80a572ba-02fc-409c-a14f-84f5e13ceac9
## INFO [12:18:21.729] Evaluating 1 configuration(s)
## INFO [12:18:21.743] Benchmark with 10 resampling iterations
## INFO [12:18:21.750] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:21.768] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:21.787] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:21.806] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:21.827] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:21.848] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:21.883] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:21.910] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:21.929] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:21.948] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:21.970] Finished benchmark
## INFO [12:18:22.025] Result of batch 9:
## INFO [12:18:22.026] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:22.026] 150 0.8638802 5 0.5 dbe32b7e-1908-49cc-97cf-57e9525432c4
## INFO [12:18:22.031] Evaluating 1 configuration(s)
## INFO [12:18:22.047] Benchmark with 10 resampling iterations
## INFO [12:18:22.055] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:22.075] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:22.093] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:22.115] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:22.138] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:22.158] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:22.177] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:22.198] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:22.218] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:22.236] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:22.256] Finished benchmark
## INFO [12:18:22.314] Result of batch 10:
## INFO [12:18:22.316] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:22.316] 91 0.4545212 18 0.5 0bbad4cc-0059-4df0-a147-c4a12511c949
## INFO [12:18:22.319] Evaluating 1 configuration(s)
## INFO [12:18:22.333] Benchmark with 10 resampling iterations
## INFO [12:18:22.340] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:22.360] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:22.378] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:22.395] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:22.414] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:22.453] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:22.479] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:22.501] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:22.519] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:22.537] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:22.557] Finished benchmark
## INFO [12:18:22.616] Result of batch 11:
## INFO [12:18:22.617] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:22.617] 131 0.7621855 18 0.5 0029d2e3-e4f7-4b26-85e8-cbee39dc6127
## INFO [12:18:22.622] Evaluating 1 configuration(s)
## INFO [12:18:22.640] Benchmark with 10 resampling iterations
## INFO [12:18:22.648] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:22.666] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:22.687] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:22.708] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:22.729] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:22.748] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:22.766] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:22.784] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:22.806] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:22.825] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:22.846] Finished benchmark
## INFO [12:18:22.908] Result of batch 12:
## INFO [12:18:22.910] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:22.910] 61 0.9060933 22 0.5 beef430c-513e-4fa4-a46a-015bac05263b
## INFO [12:18:22.913] Evaluating 1 configuration(s)
## INFO [12:18:22.930] Benchmark with 10 resampling iterations
## INFO [12:18:22.936] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:22.955] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:22.973] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:22.990] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:23.032] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:23.052] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:23.070] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:23.091] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:23.109] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:23.128] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:23.148] Finished benchmark
## INFO [12:18:23.209] Result of batch 13:
## INFO [12:18:23.210] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:23.210] 110 0.9996867 6 0.5 829c8aa8-3404-4ad1-834b-5b72f4cfeb4a
## INFO [12:18:23.214] Evaluating 1 configuration(s)
## INFO [12:18:23.231] Benchmark with 10 resampling iterations
## INFO [12:18:23.240] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:23.259] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:23.277] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:23.295] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:23.317] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:23.335] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:23.353] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:23.372] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:23.391] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:23.412] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:23.430] Finished benchmark
## INFO [12:18:23.492] Result of batch 14:
## INFO [12:18:23.493] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:23.493] 52 0.717884 1 0.5 6546d21f-2f54-44b7-9803-970130905c36
## INFO [12:18:23.497] Evaluating 1 configuration(s)
## INFO [12:18:23.510] Benchmark with 10 resampling iterations
## INFO [12:18:23.517] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:23.534] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:23.556] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:23.595] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:23.616] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:23.635] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:23.655] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:23.673] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:23.696] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:23.714] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:23.734] Finished benchmark
## INFO [12:18:23.802] Result of batch 15:
## INFO [12:18:23.804] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:23.804] 40 0.2514551 3 0.5 ca7895d3-e0c0-44be-a805-0eb3d4ef5938
## INFO [12:18:23.808] Evaluating 1 configuration(s)
## INFO [12:18:23.824] Benchmark with 10 resampling iterations
## INFO [12:18:23.833] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:23.854] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:23.874] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:23.893] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:23.913] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:23.933] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:23.952] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:23.971] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:23.992] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:24.010] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:24.030] Finished benchmark
## INFO [12:18:24.088] Result of batch 16:
## INFO [12:18:24.089] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:24.089] 87 0.1005181 22 0.5 550cfac8-2c2c-4eac-8117-a4b54ae857d6
## INFO [12:18:24.093] Evaluating 1 configuration(s)
## INFO [12:18:24.107] Benchmark with 10 resampling iterations
## INFO [12:18:24.115] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:24.160] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:24.181] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:24.199] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:24.222] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:24.241] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:24.260] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:24.279] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:24.300] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:24.321] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:24.342] Finished benchmark
## INFO [12:18:24.405] Result of batch 17:
## INFO [12:18:24.406] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:24.406] 147 0.001408312 25 0.7194658 2b7411aa-dc36-4dc0-a93e-59be180d223a
## INFO [12:18:24.410] Evaluating 1 configuration(s)
## INFO [12:18:24.424] Benchmark with 10 resampling iterations
## INFO [12:18:24.433] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:24.457] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:24.476] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:24.497] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:24.518] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:24.538] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:24.557] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:24.575] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:24.596] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:24.615] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:24.636] Finished benchmark
## INFO [12:18:24.712] Result of batch 18:
## INFO [12:18:24.714] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:24.714] 111 0.02910108 29 0.6879577 d346e945-e1e2-454a-a643-dae964cd9c2a
## INFO [12:18:24.721] Evaluating 1 configuration(s)
## INFO [12:18:24.737] Benchmark with 10 resampling iterations
## INFO [12:18:24.746] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:24.765] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:24.784] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:24.803] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:24.824] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:24.845] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:24.866] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:24.888] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:24.907] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:24.925] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:24.945] Finished benchmark
## INFO [12:18:25.007] Result of batch 19:
## INFO [12:18:25.008] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:25.008] 57 0.9433377 2 0.5 96cabcaf-164e-4928-9232-a943ee2ca93a
## INFO [12:18:25.012] Evaluating 1 configuration(s)
## INFO [12:18:25.026] Benchmark with 10 resampling iterations
## INFO [12:18:25.034] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:25.054] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:25.072] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:25.090] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:25.110] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:25.136] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:25.155] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:25.174] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:25.194] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:25.215] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:25.236] Finished benchmark
## INFO [12:18:25.348] Result of batch 20:
## INFO [12:18:25.349] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:25.349] 143 0.07513608 2 0.5 197b12c0-9276-4435-bcfb-c70411f66314
## INFO [12:18:25.354] Evaluating 1 configuration(s)
## INFO [12:18:25.367] Benchmark with 10 resampling iterations
## INFO [12:18:25.374] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:25.393] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:25.412] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:25.432] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:25.452] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:25.491] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:25.523] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:25.542] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:25.564] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:25.591] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:25.615] Finished benchmark
## INFO [12:18:25.672] Result of batch 21:
## INFO [12:18:25.674] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:25.674] 84 0.357511 14 0.5 7adc77b9-badd-442a-9e8f-e2c183b99a97
## INFO [12:18:25.682] Evaluating 1 configuration(s)
## INFO [12:18:25.703] Benchmark with 10 resampling iterations
## INFO [12:18:25.711] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:25.739] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:25.757] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:25.775] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:25.793] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:25.823] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:25.842] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:25.862] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:25.902] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:25.931] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:25.980] Finished benchmark
## INFO [12:18:26.040] Result of batch 22:
## INFO [12:18:26.041] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:26.041] 144 0.5762297 16 0.5 9a7dfe32-2836-4823-9668-1bdbd2ea8ca2
## INFO [12:18:26.045] Evaluating 1 configuration(s)
## INFO [12:18:26.067] Benchmark with 10 resampling iterations
## INFO [12:18:26.075] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:26.096] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:26.118] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:26.139] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:26.163] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:26.185] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:26.204] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:26.237] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:26.270] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:26.287] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:26.306] Finished benchmark
## INFO [12:18:26.362] Result of batch 23:
## INFO [12:18:26.364] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:26.364] 43 0.8439475 5 0.5 3f93077a-b332-4494-92c9-27a8661112ac
## INFO [12:18:26.367] Evaluating 1 configuration(s)
## INFO [12:18:26.380] Benchmark with 10 resampling iterations
## INFO [12:18:26.387] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:26.407] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:26.425] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:26.451] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:26.482] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:26.500] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:26.517] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:26.554] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:26.577] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:26.595] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:26.615] Finished benchmark
## INFO [12:18:26.673] Result of batch 24:
## INFO [12:18:26.675] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:26.675] 84 0.4587027 1 0.5 356fd5dc-351e-44f6-93b5-53cbecab63e9
## INFO [12:18:26.680] Evaluating 1 configuration(s)
## INFO [12:18:26.694] Benchmark with 10 resampling iterations
## INFO [12:18:26.701] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:26.720] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:26.737] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:26.773] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:26.823] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:26.854] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:26.884] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:26.914] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:26.940] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:26.958] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:26.977] Finished benchmark
## INFO [12:18:27.094] Result of batch 25:
## INFO [12:18:27.097] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:27.097] 70 0.5993464 11 0.5 3daa1702-4c1f-42d3-8b7c-36af234808a9
## INFO [12:18:27.108] Evaluating 1 configuration(s)
## INFO [12:18:27.149] Benchmark with 10 resampling iterations
## INFO [12:18:27.167] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:27.210] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:27.237] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:27.254] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:27.276] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:27.319] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:27.339] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:27.357] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:27.377] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:27.395] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:27.414] Finished benchmark
## INFO [12:18:27.492] Result of batch 26:
## INFO [12:18:27.495] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:27.495] 74 0.728831 30 0.5 dbb2ba42-e007-44b4-b200-f98fc30e0c0e
## INFO [12:18:27.508] Evaluating 1 configuration(s)
## INFO [12:18:27.545] Benchmark with 10 resampling iterations
## INFO [12:18:27.563] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:27.613] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:27.663] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:27.736] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:27.764] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:27.785] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:27.804] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:27.824] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:27.842] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:27.862] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:27.881] Finished benchmark
## INFO [12:18:27.938] Result of batch 27:
## INFO [12:18:27.939] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:27.939] 147 0.1127408 7 0.5 10661698-c5da-4dfc-96cf-1d3d36fe38c9
## INFO [12:18:27.943] Evaluating 1 configuration(s)
## INFO [12:18:27.956] Benchmark with 10 resampling iterations
## INFO [12:18:27.962] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:27.981] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:28.002] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:28.044] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:28.064] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:28.082] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:28.106] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:28.147] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:28.173] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:28.195] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:28.220] Finished benchmark
## INFO [12:18:28.280] Result of batch 28:
## INFO [12:18:28.282] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:28.282] 5 0.4705612 28 0.5 93c4a87c-6321-4217-a660-d3b90c479464
## INFO [12:18:28.287] Evaluating 1 configuration(s)
## INFO [12:18:28.301] Benchmark with 10 resampling iterations
## INFO [12:18:28.309] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:28.327] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:28.370] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:28.417] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:28.465] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:28.518] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:28.536] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:28.554] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:28.574] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:28.591] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:28.610] Finished benchmark
## INFO [12:18:28.667] Result of batch 29:
## INFO [12:18:28.669] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:28.669] 99 0.9730771 28 0.5 ac368b43-6b9b-4ec1-8134-9d19957cfd15
## INFO [12:18:28.677] Evaluating 1 configuration(s)
## INFO [12:18:28.705] Benchmark with 10 resampling iterations
## INFO [12:18:28.736] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:28.755] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:28.773] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:28.807] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:28.848] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:28.871] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:28.889] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:28.907] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:28.928] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:28.949] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:28.971] Finished benchmark
## INFO [12:18:29.031] Result of batch 30:
## INFO [12:18:29.033] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:29.033] 56 0.8989117 14 0.5 bc1fd5ff-1546-4c99-b167-4985ed3e8f1c
## INFO [12:18:29.039] Evaluating 1 configuration(s)
## INFO [12:18:29.052] Benchmark with 10 resampling iterations
## INFO [12:18:29.059] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:29.081] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:29.102] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:29.121] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:29.140] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:29.162] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:29.184] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:29.204] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:29.224] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:29.245] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:29.265] Finished benchmark
## INFO [12:18:29.349] Result of batch 31:
## INFO [12:18:29.350] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:29.350] 141 0.02834578 12 0.691632 7d38ab18-5a47-4496-b47f-4a573980b330
## INFO [12:18:29.354] Evaluating 1 configuration(s)
## INFO [12:18:29.368] Benchmark with 10 resampling iterations
## INFO [12:18:29.375] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:29.397] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:29.419] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:29.438] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:29.461] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:29.482] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:29.502] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:29.523] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:29.546] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:29.566] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:29.586] Finished benchmark
## INFO [12:18:29.647] Result of batch 32:
## INFO [12:18:29.649] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:29.649] 131 0.1700115 30 0.5 04240321-723a-4a72-b2fd-c1b4e582e851
## INFO [12:18:29.653] Evaluating 1 configuration(s)
## INFO [12:18:29.668] Benchmark with 10 resampling iterations
## INFO [12:18:29.676] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:29.699] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:29.718] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:29.735] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:29.754] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:29.776] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:29.795] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:29.813] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:29.835] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:29.877] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:29.899] Finished benchmark
## INFO [12:18:29.957] Result of batch 33:
## INFO [12:18:29.958] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:29.958] 26 0.8832173 30 0.5 9dcd2d0e-e01d-4163-ab1c-5fcecb8e87a9
## INFO [12:18:29.962] Evaluating 1 configuration(s)
## INFO [12:18:29.979] Benchmark with 10 resampling iterations
## INFO [12:18:29.987] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:30.006] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:30.024] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:30.042] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:30.064] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:30.084] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:30.103] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:30.123] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:30.145] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:30.163] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:30.183] Finished benchmark
## INFO [12:18:30.242] Result of batch 34:
## INFO [12:18:30.243] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:30.243] 11 0.609317 17 0.5 0b72dc9d-c4a1-4b53-bd09-7746f10b3ee2
## INFO [12:18:30.247] Evaluating 1 configuration(s)
## INFO [12:18:30.260] Benchmark with 10 resampling iterations
## INFO [12:18:30.268] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:30.288] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:30.306] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:30.324] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:30.343] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:30.369] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:30.409] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:30.436] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:30.465] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:30.485] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:30.506] Finished benchmark
## INFO [12:18:30.569] Result of batch 35:
## INFO [12:18:30.570] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:30.570] 124 0.3255882 21 0.5 392ba686-37f5-4e65-a06c-7154344ae33d
## INFO [12:18:30.574] Evaluating 1 configuration(s)
## INFO [12:18:30.588] Benchmark with 10 resampling iterations
## INFO [12:18:30.597] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:30.617] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:30.636] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:30.655] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:30.677] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:30.698] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:30.716] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:30.734] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:30.756] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:30.773] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:30.794] Finished benchmark
## INFO [12:18:30.857] Result of batch 36:
## INFO [12:18:30.858] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:30.858] 130 0.5055314 28 0.5 7c95dbf6-03fe-44ad-9400-e3573aa108e9
## INFO [12:18:30.862] Evaluating 1 configuration(s)
## INFO [12:18:30.875] Benchmark with 10 resampling iterations
## INFO [12:18:30.882] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:30.904] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:30.922] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:30.966] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:30.986] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:31.004] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:31.023] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:31.043] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:31.062] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:31.080] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:31.100] Finished benchmark
## INFO [12:18:31.164] Result of batch 37:
## INFO [12:18:31.166] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:31.166] 81 0.6341044 28 0.5 8820ce8e-4050-43a6-a5ea-1f9b82db6f3f
## INFO [12:18:31.170] Evaluating 1 configuration(s)
## INFO [12:18:31.184] Benchmark with 10 resampling iterations
## INFO [12:18:31.192] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:31.214] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:31.233] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:31.251] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:31.272] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:31.291] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:31.308] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:31.325] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:31.344] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:31.364] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:31.385] Finished benchmark
## INFO [12:18:31.447] Result of batch 38:
## INFO [12:18:31.450] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:31.450] 32 0.5554059 7 0.5 6fb13c56-19dc-42a1-a7b9-53275d959bab
## INFO [12:18:31.453] Evaluating 1 configuration(s)
## INFO [12:18:31.489] Benchmark with 10 resampling iterations
## INFO [12:18:31.500] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:31.519] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:31.537] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:31.555] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:31.576] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:31.596] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:31.615] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:31.636] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:31.655] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:31.675] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:31.695] Finished benchmark
## INFO [12:18:31.757] Result of batch 39:
## INFO [12:18:31.758] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:31.758] 33 0.5917522 18 0.5 a010ef29-7253-4b75-8af5-21ee5f4120fa
## INFO [12:18:31.762] Evaluating 1 configuration(s)
## INFO [12:18:31.775] Benchmark with 10 resampling iterations
## INFO [12:18:31.783] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:31.805] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:31.824] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:31.845] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:31.869] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:31.889] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:31.907] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:31.926] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:31.945] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:31.964] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:31.985] Finished benchmark
## INFO [12:18:32.072] Result of batch 40:
## INFO [12:18:32.074] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:32.074] 24 0.5414224 28 0.5 0dd89e0c-38e8-48e4-99a7-da894bf82908
## INFO [12:18:32.079] Evaluating 1 configuration(s)
## INFO [12:18:32.094] Benchmark with 10 resampling iterations
## INFO [12:18:32.102] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:32.121] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:32.141] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:32.164] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:32.186] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:32.207] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:32.229] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:32.250] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:32.270] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:32.289] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:32.309] Finished benchmark
## INFO [12:18:32.372] Result of batch 41:
## INFO [12:18:32.373] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:32.373] 77 0.314529 19 0.5 ce4d007c-4259-4e81-b4f5-08bceb0b5c84
## INFO [12:18:32.379] Evaluating 1 configuration(s)
## INFO [12:18:32.393] Benchmark with 10 resampling iterations
## INFO [12:18:32.400] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:32.418] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:32.435] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:32.455] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:32.476] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:32.495] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:32.515] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:32.550] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:32.578] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:32.599] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:32.623] Finished benchmark
## INFO [12:18:32.688] Result of batch 42:
## INFO [12:18:32.689] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:32.689] 94 0.9056129 22 0.5 eb2f569f-4131-4a66-b784-5b6d987bd1cb
## INFO [12:18:32.693] Evaluating 1 configuration(s)
## INFO [12:18:32.709] Benchmark with 10 resampling iterations
## INFO [12:18:32.716] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:32.735] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:32.753] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:32.775] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:32.796] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:32.814] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:32.836] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:32.857] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:32.875] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:32.894] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:32.916] Finished benchmark
## INFO [12:18:32.975] Result of batch 43:
## INFO [12:18:32.977] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:32.977] 143 0.5846663 30 0.5 4e7eb98a-b7f3-4286-a987-954019461718
## INFO [12:18:32.981] Evaluating 1 configuration(s)
## INFO [12:18:32.998] Benchmark with 10 resampling iterations
## INFO [12:18:33.005] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:33.023] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:33.041] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:33.059] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:33.140] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:33.170] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:33.194] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:33.216] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:33.235] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:33.253] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:33.273] Finished benchmark
## INFO [12:18:33.338] Result of batch 44:
## INFO [12:18:33.339] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:33.339] 46 0.8090863 29 0.5 51ce4b51-1872-4254-a857-bdc1efc52891
## INFO [12:18:33.345] Evaluating 1 configuration(s)
## INFO [12:18:33.362] Benchmark with 10 resampling iterations
## INFO [12:18:33.371] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:33.391] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:33.411] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:33.435] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:33.456] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:33.474] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:33.493] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:33.514] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:33.534] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:33.553] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:33.573] Finished benchmark
## INFO [12:18:33.635] Result of batch 45:
## INFO [12:18:33.637] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:33.637] 130 0.04405329 13 0.6509951 8a3ab769-bd7c-4a23-92a8-eef5eecfb8aa
## INFO [12:18:33.640] Evaluating 1 configuration(s)
## INFO [12:18:33.654] Benchmark with 10 resampling iterations
## INFO [12:18:33.664] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:33.684] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:33.728] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:33.761] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:33.785] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:33.805] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:33.826] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:33.849] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:33.874] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:33.898] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:33.921] Finished benchmark
## INFO [12:18:33.984] Result of batch 46:
## INFO [12:18:33.986] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:33.986] 31 0.5372221 16 0.5 f85e2c65-edb5-4919-a92a-412326b97f90
## INFO [12:18:33.989] Evaluating 1 configuration(s)
## INFO [12:18:34.004] Benchmark with 10 resampling iterations
## INFO [12:18:34.012] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:34.034] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:34.053] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:34.072] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:34.090] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:34.109] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:34.132] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:34.150] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:34.168] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:34.188] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:34.208] Finished benchmark
## INFO [12:18:34.271] Result of batch 47:
## INFO [12:18:34.272] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:34.272] 141 0.1924182 19 0.5 6b4c7663-28ab-42f7-8f36-8244ce39781a
## INFO [12:18:34.276] Evaluating 1 configuration(s)
## INFO [12:18:34.307] Benchmark with 10 resampling iterations
## INFO [12:18:34.319] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:34.350] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:34.375] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:34.395] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:34.415] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:34.435] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:34.456] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:34.475] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:34.495] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:34.515] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:34.539] Finished benchmark
## INFO [12:18:34.602] Result of batch 48:
## INFO [12:18:34.604] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:34.604] 140 0.9992415 7 0.5 8322e60b-81de-410f-8be6-13fd7c458998
## INFO [12:18:34.608] Evaluating 1 configuration(s)
## INFO [12:18:34.622] Benchmark with 10 resampling iterations
## INFO [12:18:34.631] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:34.651] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:34.670] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:34.690] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:34.708] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:34.728] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:34.748] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:34.766] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:34.784] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:34.805] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:34.827] Finished benchmark
## INFO [12:18:34.924] Result of batch 49:
## INFO [12:18:34.927] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:34.927] 4 0.2087126 14 0.5 ab69ef41-6c0a-43f2-bc02-b6f6e67bbeac
## INFO [12:18:34.935] Evaluating 1 configuration(s)
## INFO [12:18:34.959] Benchmark with 10 resampling iterations
## INFO [12:18:34.971] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:34.990] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:35.009] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:35.031] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:35.050] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:35.069] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:35.089] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:35.108] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:35.131] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:35.150] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:35.172] Finished benchmark
## INFO [12:18:35.238] Result of batch 50:
## INFO [12:18:35.240] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:35.240] 92 0.8643708 18 0.5 5f5f7446-98ff-467a-b5fe-4461df651182
## INFO [12:18:35.243] Evaluating 1 configuration(s)
## INFO [12:18:35.258] Benchmark with 10 resampling iterations
## INFO [12:18:35.265] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:35.283] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:35.302] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:35.330] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:35.350] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:35.368] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:35.387] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:35.405] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:35.423] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:35.441] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:35.483] Finished benchmark
## INFO [12:18:35.569] Result of batch 51:
## INFO [12:18:35.571] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:35.571] 17 0.4904618 30 0.5 5f9b6126-84b0-4dc2-8baa-403581d7574d
## INFO [12:18:35.575] Evaluating 1 configuration(s)
## INFO [12:18:35.588] Benchmark with 10 resampling iterations
## INFO [12:18:35.595] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:35.615] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:35.635] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:35.654] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:35.674] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:35.696] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:35.719] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:35.739] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:35.763] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:35.783] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:35.804] Finished benchmark
## INFO [12:18:35.871] Result of batch 52:
## INFO [12:18:35.872] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:35.872] 142 0.1526785 4 0.5 32aa2590-9c89-490a-a67f-a2cec505a3c9
## INFO [12:18:35.878] Evaluating 1 configuration(s)
## INFO [12:18:35.891] Benchmark with 10 resampling iterations
## INFO [12:18:35.898] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:35.918] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:35.938] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:35.957] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:35.977] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:35.997] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:36.015] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:36.033] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:36.075] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:36.106] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:36.137] Finished benchmark
## INFO [12:18:36.200] Result of batch 53:
## INFO [12:18:36.202] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:36.202] 21 0.2508593 26 0.5 0eb74540-a2e4-4b16-8a65-00840d1a72de
## INFO [12:18:36.206] Evaluating 1 configuration(s)
## INFO [12:18:36.222] Benchmark with 10 resampling iterations
## INFO [12:18:36.231] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:36.249] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:36.268] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:36.287] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:36.310] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:36.331] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:36.351] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:36.372] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:36.392] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:36.411] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:36.432] Finished benchmark
## INFO [12:18:36.500] Result of batch 54:
## INFO [12:18:36.502] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:36.502] 5 0.9520188 9 0.5 4eafd57d-5437-4271-91e2-5c56be62a353
## INFO [12:18:36.506] Evaluating 1 configuration(s)
## INFO [12:18:36.521] Benchmark with 10 resampling iterations
## INFO [12:18:36.528] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:36.548] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:36.567] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:36.588] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:36.608] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:36.647] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:36.681] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:36.710] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:36.732] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:36.763] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:36.784] Finished benchmark
## INFO [12:18:36.849] Result of batch 55:
## INFO [12:18:36.850] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:36.850] 4 0.02687072 25 0.7079547 f8368454-0461-4f70-80a2-98940faef8b2
## INFO [12:18:36.854] Evaluating 1 configuration(s)
## INFO [12:18:36.868] Benchmark with 10 resampling iterations
## INFO [12:18:36.875] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:36.897] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:36.916] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:36.935] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:36.954] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:36.973] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:36.994] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:37.012] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:37.033] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:37.053] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:37.072] Finished benchmark
## INFO [12:18:37.138] Result of batch 56:
## INFO [12:18:37.139] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:37.139] 78 0.384851 12 0.5 d4c18cf9-4be9-43f4-ae4d-a99447c1b3a2
## INFO [12:18:37.143] Evaluating 1 configuration(s)
## INFO [12:18:37.156] Benchmark with 10 resampling iterations
## INFO [12:18:37.164] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:37.184] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:37.219] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:37.246] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:37.277] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:37.298] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:37.316] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:37.334] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:37.355] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:37.377] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:37.398] Finished benchmark
## INFO [12:18:37.469] Result of batch 57:
## INFO [12:18:37.470] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:37.470] 27 0.3821325 2 0.5 a5cee207-e429-4192-beb3-0e370e87389f
## INFO [12:18:37.474] Evaluating 1 configuration(s)
## INFO [12:18:37.490] Benchmark with 10 resampling iterations
## INFO [12:18:37.500] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:37.520] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:37.539] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:37.558] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:37.579] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:37.597] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:37.615] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:37.635] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:37.654] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:37.673] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:37.694] Finished benchmark
## INFO [12:18:37.756] Result of batch 58:
## INFO [12:18:37.758] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:37.758] 3 0.5482935 11 0.5 632503a4-7171-4c02-ac0b-90408dc5ce00
## INFO [12:18:37.761] Evaluating 1 configuration(s)
## INFO [12:18:37.797] Benchmark with 10 resampling iterations
## INFO [12:18:37.809] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:37.840] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:37.865] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:37.887] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:37.905] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:37.924] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:37.946] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:37.965] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:37.983] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:38.001] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:38.023] Finished benchmark
## INFO [12:18:38.093] Result of batch 59:
## INFO [12:18:38.095] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:38.095] 25 0.6331588 6 0.5 c7c47e97-7225-460e-bd9a-453de393dade
## INFO [12:18:38.099] Evaluating 1 configuration(s)
## INFO [12:18:38.115] Benchmark with 10 resampling iterations
## INFO [12:18:38.122] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:38.141] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:38.159] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:38.180] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:38.199] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:38.218] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:38.238] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:38.257] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:38.276] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:38.294] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:38.316] Finished benchmark
## INFO [12:18:38.416] Result of batch 60:
## INFO [12:18:38.417] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:38.417] 122 0.3671575 5 0.5 43564b42-19ca-4820-b853-877217fbbf37
## INFO [12:18:38.421] Evaluating 1 configuration(s)
## INFO [12:18:38.437] Benchmark with 10 resampling iterations
## INFO [12:18:38.445] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:38.464] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:38.485] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:38.506] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:38.525] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:38.552] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:38.576] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:38.594] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:38.617] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:38.637] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:38.658] Finished benchmark
## INFO [12:18:38.724] Result of batch 61:
## INFO [12:18:38.725] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:38.725] 105 0.6026663 21 0.5 76f6f268-e943-4427-8a2c-8105b93228d6
## INFO [12:18:38.729] Evaluating 1 configuration(s)
## INFO [12:18:38.742] Benchmark with 10 resampling iterations
## INFO [12:18:38.749] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:38.769] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:38.788] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:38.807] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:38.828] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:38.847] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:38.869] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:38.887] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:38.924] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:38.955] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:38.988] Finished benchmark
## INFO [12:18:39.055] Result of batch 62:
## INFO [12:18:39.056] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:39.056] 68 0.3108154 2 0.5 fff0c53c-ada7-45ca-89f2-c364bfe8d31f
## INFO [12:18:39.062] Evaluating 1 configuration(s)
## INFO [12:18:39.077] Benchmark with 10 resampling iterations
## INFO [12:18:39.084] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:39.103] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:39.122] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:39.146] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:39.168] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:39.189] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:39.212] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:39.233] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:39.253] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:39.273] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:39.297] Finished benchmark
## INFO [12:18:39.356] Result of batch 63:
## INFO [12:18:39.357] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:39.357] 111 0.05319965 8 0.6018715 0f9e9a5c-3466-4fab-9b90-b91d77a3d843
## INFO [12:18:39.364] Evaluating 1 configuration(s)
## INFO [12:18:39.379] Benchmark with 10 resampling iterations
## INFO [12:18:39.385] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:39.404] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:39.423] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:39.446] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:39.466] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:39.508] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:39.541] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:39.568] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:39.589] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:39.611] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:39.632] Finished benchmark
## INFO [12:18:39.699] Result of batch 64:
## INFO [12:18:39.701] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:39.701] 36 0.02770053 4 0.6890623 0d2f003e-290b-4dec-9049-79ab5d5797dc
## INFO [12:18:39.704] Evaluating 1 configuration(s)
## INFO [12:18:39.718] Benchmark with 10 resampling iterations
## INFO [12:18:39.726] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:39.748] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:39.767] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:39.786] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:39.805] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:39.826] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:39.846] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:39.865] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:39.884] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:39.904] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:39.924] Finished benchmark
## INFO [12:18:39.987] Result of batch 65:
## INFO [12:18:39.988] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:39.988] 76 0.7719567 21 0.5 89547e26-efe7-4394-af36-c2efd5d9ccfb
## INFO [12:18:39.992] Evaluating 1 configuration(s)
## INFO [12:18:40.006] Benchmark with 10 resampling iterations
## INFO [12:18:40.012] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:40.033] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:40.079] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:40.109] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:40.135] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:40.152] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:40.172] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:40.190] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:40.212] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:40.231] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:40.251] Finished benchmark
## INFO [12:18:40.318] Result of batch 66:
## INFO [12:18:40.321] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:40.321] 35 0.7668451 28 0.5 ccbdf10a-c036-4403-9671-ef72f3f5ccd0
## INFO [12:18:40.325] Evaluating 1 configuration(s)
## INFO [12:18:40.341] Benchmark with 10 resampling iterations
## INFO [12:18:40.350] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:40.369] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:40.388] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:40.407] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:40.427] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:40.449] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:40.470] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:40.489] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:40.508] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:40.526] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:40.545] Finished benchmark
## INFO [12:18:40.633] Result of batch 67:
## INFO [12:18:40.635] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:40.635] 67 0.7242663 23 0.5 5b0af8f9-8838-4d82-ae20-78e0cb23e447
## INFO [12:18:40.643] Evaluating 1 configuration(s)
## INFO [12:18:40.666] Benchmark with 10 resampling iterations
## INFO [12:18:40.676] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:40.696] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:40.715] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:40.736] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:40.757] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:40.776] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:40.800] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:40.819] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:40.838] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:40.860] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:40.884] Finished benchmark
## INFO [12:18:40.947] Result of batch 68:
## INFO [12:18:40.948] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:40.948] 49 0.3451149 9 0.5 813ee10c-881e-4bfa-bfb8-0ffd8d60bd0e
## INFO [12:18:40.952] Evaluating 1 configuration(s)
## INFO [12:18:40.967] Benchmark with 10 resampling iterations
## INFO [12:18:40.975] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:40.993] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:41.013] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:41.033] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:41.051] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:41.069] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:41.087] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:41.106] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:41.125] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:41.167] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:41.199] Finished benchmark
## INFO [12:18:41.272] Result of batch 69:
## INFO [12:18:41.274] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:41.274] 65 0.7545318 12 0.5 f0128652-11e8-41ec-a1c7-984845e0566c
## INFO [12:18:41.278] Evaluating 1 configuration(s)
## INFO [12:18:41.293] Benchmark with 10 resampling iterations
## INFO [12:18:41.300] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:41.320] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:41.340] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:41.358] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:41.377] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:41.398] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:41.418] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:41.437] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:41.459] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:41.480] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:41.500] Finished benchmark
## INFO [12:18:41.567] Result of batch 70:
## INFO [12:18:41.568] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:41.568] 123 0.5880183 27 0.5 719fba80-77af-4d91-866d-89dcab3f5781
## INFO [12:18:41.572] Evaluating 1 configuration(s)
## INFO [12:18:41.586] Benchmark with 10 resampling iterations
## INFO [12:18:41.592] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:41.614] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:41.633] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:41.651] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:41.669] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:41.708] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:41.735] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:41.765] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:41.786] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:41.806] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:41.828] Finished benchmark
## INFO [12:18:41.894] Result of batch 71:
## INFO [12:18:41.895] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:41.895] 110 0.9704676 15 0.5 3cb33921-58ab-4a9e-adf2-7a80589f6477
## INFO [12:18:41.900] Evaluating 1 configuration(s)
## INFO [12:18:41.916] Benchmark with 10 resampling iterations
## INFO [12:18:41.923] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:41.943] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:41.962] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:41.983] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:42.004] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:42.023] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:42.042] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:42.062] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:42.080] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:42.098] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:42.119] Finished benchmark
## INFO [12:18:42.185] Result of batch 72:
## INFO [12:18:42.187] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:42.187] 80 0.5194986 1 0.5 33a0cb91-c4cd-4551-a1aa-c4dd8532dde1
## INFO [12:18:42.191] Evaluating 1 configuration(s)
## INFO [12:18:42.205] Benchmark with 10 resampling iterations
## INFO [12:18:42.213] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:42.232] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:42.276] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:42.308] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:42.328] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:42.346] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:42.367] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:42.387] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:42.406] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:42.425] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:42.447] Finished benchmark
## INFO [12:18:42.514] Result of batch 73:
## INFO [12:18:42.516] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:42.516] 89 0.8754035 20 0.5 79c6e250-e930-499c-a09c-77cbe2411ef0
## INFO [12:18:42.520] Evaluating 1 configuration(s)
## INFO [12:18:42.538] Benchmark with 10 resampling iterations
## INFO [12:18:42.545] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:42.563] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:42.582] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:42.604] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:42.623] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:42.643] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:42.662] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:42.684] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:42.704] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:42.721] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:42.741] Finished benchmark
## INFO [12:18:42.838] Result of batch 74:
## INFO [12:18:42.842] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:42.842] 92 0.8411805 29 0.5 abd4709e-0c0e-4b00-9712-061e05df767e
## INFO [12:18:42.849] Evaluating 1 configuration(s)
## INFO [12:18:42.868] Benchmark with 10 resampling iterations
## INFO [12:18:42.878] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:42.898] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:42.927] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:42.945] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:42.963] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:42.984] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:43.003] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:43.023] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:43.046] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:43.065] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:43.086] Finished benchmark
## INFO [12:18:43.157] Result of batch 75:
## INFO [12:18:43.158] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:43.158] 124 0.1331943 21 0.5 dbab70ec-3ac2-456c-8040-b7594d186835
## INFO [12:18:43.162] Evaluating 1 configuration(s)
## INFO [12:18:43.175] Benchmark with 10 resampling iterations
## INFO [12:18:43.182] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:43.201] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:43.220] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:43.238] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:43.257] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:43.279] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:43.297] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:43.314] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:43.354] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:43.385] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:43.414] Finished benchmark
## INFO [12:18:43.481] Result of batch 76:
## INFO [12:18:43.482] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:43.482] 61 0.6296679 30 0.5 f99cf4cd-6fdb-4e85-8e6b-c99eb734417c
## INFO [12:18:43.487] Evaluating 1 configuration(s)
## INFO [12:18:43.502] Benchmark with 10 resampling iterations
## INFO [12:18:43.511] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:43.530] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:43.548] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:43.569] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:43.590] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:43.609] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:43.630] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:43.649] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:43.673] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:43.690] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:43.712] Finished benchmark
## INFO [12:18:43.774] Result of batch 77:
## INFO [12:18:43.776] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:43.776] 65 0.9197981 5 0.5 5880762a-6b9b-4022-9b32-d07bd662fe94
## INFO [12:18:43.782] Evaluating 1 configuration(s)
## INFO [12:18:43.798] Benchmark with 10 resampling iterations
## INFO [12:18:43.805] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:43.825] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:43.845] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:43.867] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:43.911] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:43.943] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:43.966] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:43.989] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:44.008] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:44.031] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:44.052] Finished benchmark
## INFO [12:18:44.119] Result of batch 78:
## INFO [12:18:44.122] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:44.122] 25 0.1094137 3 0.5 bfa04bc7-5530-414d-a904-7dc714a52952
## INFO [12:18:44.127] Evaluating 1 configuration(s)
## INFO [12:18:44.142] Benchmark with 10 resampling iterations
## INFO [12:18:44.149] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:44.171] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:44.190] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:44.208] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:44.227] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:44.248] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:44.266] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:44.284] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:44.302] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:44.324] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:44.345] Finished benchmark
## INFO [12:18:44.414] Result of batch 79:
## INFO [12:18:44.416] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:44.416] 84 0.532277 10 0.5 8c956acd-e24a-4ee3-8850-ed78d6e96199
## INFO [12:18:44.420] Evaluating 1 configuration(s)
## INFO [12:18:44.459] Benchmark with 10 resampling iterations
## INFO [12:18:44.474] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:44.501] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:44.521] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:44.539] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:44.561] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:44.579] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:44.597] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:44.619] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:44.641] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:44.661] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:44.687] Finished benchmark
## INFO [12:18:44.754] Result of batch 80:
## INFO [12:18:44.755] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:44.755] 83 0.3340455 19 0.5 8d38d77d-e23e-4449-b858-cbe78f735b28
## INFO [12:18:44.759] Evaluating 1 configuration(s)
## INFO [12:18:44.775] Benchmark with 10 resampling iterations
## INFO [12:18:44.782] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:44.803] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:44.821] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:44.842] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:44.863] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:44.882] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:44.901] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:44.923] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:44.942] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:44.960] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:45.065] Finished benchmark
## INFO [12:18:45.147] Result of batch 81:
## INFO [12:18:45.148] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:45.148] 41 0.5794432 19 0.5 8c72faae-33ea-4f15-adbc-61f65798d39b
## INFO [12:18:45.154] Evaluating 1 configuration(s)
## INFO [12:18:45.168] Benchmark with 10 resampling iterations
## INFO [12:18:45.176] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:45.194] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:45.214] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:45.234] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:45.254] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:45.273] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:45.295] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:45.314] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:45.333] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:45.352] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:45.375] Finished benchmark
## INFO [12:18:45.442] Result of batch 82:
## INFO [12:18:45.443] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:45.443] 75 0.5914632 11 0.5 f2a78823-13d8-4102-a2f5-d8918f6f323c
## INFO [12:18:45.449] Evaluating 1 configuration(s)
## INFO [12:18:45.464] Benchmark with 10 resampling iterations
## INFO [12:18:45.472] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:45.490] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:45.510] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:45.532] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:45.553] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:45.571] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:45.590] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:45.635] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:45.667] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:45.693] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:45.715] Finished benchmark
## INFO [12:18:45.785] Result of batch 83:
## INFO [12:18:45.786] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:45.786] 25 0.1443186 29 0.5 7b312d14-0c97-41b8-9502-d4d85ddfc753
## INFO [12:18:45.790] Evaluating 1 configuration(s)
## INFO [12:18:45.805] Benchmark with 10 resampling iterations
## INFO [12:18:45.815] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:45.835] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:45.857] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:45.877] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:45.900] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:45.921] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:45.940] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:45.958] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:45.980] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:45.998] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:46.018] Finished benchmark
## INFO [12:18:46.083] Result of batch 84:
## INFO [12:18:46.085] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:46.085] 100 0.8515851 8 0.5 447490e1-7bfc-44a0-89a6-4baa5577fa06
## INFO [12:18:46.089] Evaluating 1 configuration(s)
## INFO [12:18:46.104] Benchmark with 10 resampling iterations
## INFO [12:18:46.110] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:46.133] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:46.153] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:46.172] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:46.216] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:46.248] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:46.274] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:46.295] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:46.315] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:46.338] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:46.358] Finished benchmark
## INFO [12:18:46.425] Result of batch 85:
## INFO [12:18:46.426] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:46.426] 84 0.3728202 16 0.5 c713dff2-50af-44ab-87bc-51532aa69f65
## INFO [12:18:46.430] Evaluating 1 configuration(s)
## INFO [12:18:46.446] Benchmark with 10 resampling iterations
## INFO [12:18:46.455] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:46.477] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:46.502] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:46.521] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:46.540] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:46.559] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:46.580] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:46.600] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:46.619] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:46.641] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:46.661] Finished benchmark
## INFO [12:18:46.730] Result of batch 86:
## INFO [12:18:46.732] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:46.732] 2 0.1460784 30 0.5 a589b918-0368-412e-a73e-1d6881b6c6ae
## INFO [12:18:46.736] Evaluating 1 configuration(s)
## INFO [12:18:46.749] Benchmark with 10 resampling iterations
## INFO [12:18:46.757] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:46.804] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:46.834] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:46.861] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:46.885] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:46.906] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:46.924] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:46.944] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:46.965] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:46.986] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:47.006] Finished benchmark
## INFO [12:18:47.074] Result of batch 87:
## INFO [12:18:47.076] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:47.076] 31 0.1977557 20 0.5 9a61154a-c35e-4666-93c0-913d048b563f
## INFO [12:18:47.080] Evaluating 1 configuration(s)
## INFO [12:18:47.095] Benchmark with 10 resampling iterations
## INFO [12:18:47.104] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:47.144] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:47.166] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:47.185] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:47.210] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:47.231] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:47.250] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:47.270] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:47.289] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:47.325] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:47.344] Finished benchmark
## INFO [12:18:47.444] Result of batch 88:
## INFO [12:18:47.448] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:47.448] 71 0.1803531 29 0.5 08743bc1-c1a8-4e6e-8ac0-16ea4a8f69b6
## INFO [12:18:47.459] Evaluating 1 configuration(s)
## INFO [12:18:47.493] Benchmark with 10 resampling iterations
## INFO [12:18:47.506] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:47.544] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:47.565] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:47.584] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:47.601] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:47.623] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:47.641] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:47.671] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:47.704] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:47.745] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:47.798] Finished benchmark
## INFO [12:18:47.936] Result of batch 89:
## INFO [12:18:47.938] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:47.938] 127 0.9379917 7 0.5 8a1a4432-2640-43dd-a73f-fad14bacfc96
## INFO [12:18:47.942] Evaluating 1 configuration(s)
## INFO [12:18:47.955] Benchmark with 10 resampling iterations
## INFO [12:18:47.962] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:47.980] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:48.010] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:48.039] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:48.059] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:48.079] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:48.096] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:48.114] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:48.133] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:48.175] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:48.207] Finished benchmark
## INFO [12:18:48.282] Result of batch 90:
## INFO [12:18:48.285] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:48.285] 112 0.1398534 7 0.5 4711df84-fc10-43bc-994a-2b907b5555e8
## INFO [12:18:48.289] Evaluating 1 configuration(s)
## INFO [12:18:48.303] Benchmark with 10 resampling iterations
## INFO [12:18:48.309] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:48.327] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:48.346] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:48.372] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:48.396] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:48.421] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:48.466] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:48.489] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:48.511] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:48.535] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:48.562] Finished benchmark
## INFO [12:18:48.644] Result of batch 91:
## INFO [12:18:48.646] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:48.646] 50 0.5677829 20 0.5 0d4580ff-d5f1-451e-90e4-cc129e4c11f7
## INFO [12:18:48.653] Evaluating 1 configuration(s)
## INFO [12:18:48.674] Benchmark with 10 resampling iterations
## INFO [12:18:48.681] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:48.699] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:48.718] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:48.735] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:48.756] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:48.775] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:48.822] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:48.854] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:48.874] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:48.895] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:48.920] Finished benchmark
## INFO [12:18:49.002] Result of batch 92:
## INFO [12:18:49.003] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:49.003] 59 0.1664914 28 0.5 97a55612-d8e8-46bf-96b4-9e7d86074e52
## INFO [12:18:49.007] Evaluating 1 configuration(s)
## INFO [12:18:49.023] Benchmark with 10 resampling iterations
## INFO [12:18:49.032] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:49.057] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:49.081] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:49.102] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:49.126] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:49.145] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:49.163] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:49.181] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:49.202] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:49.220] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:49.239] Finished benchmark
## INFO [12:18:49.337] Result of batch 93:
## INFO [12:18:49.339] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:49.339] 11 0.14205 30 0.5 d9d64be0-28bc-48db-91b0-c697df4ceb7b
## INFO [12:18:49.342] Evaluating 1 configuration(s)
## INFO [12:18:49.355] Benchmark with 10 resampling iterations
## INFO [12:18:49.362] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:49.380] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:49.422] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:49.454] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:49.477] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:49.500] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:49.521] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:49.539] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:49.558] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:49.581] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:49.637] Finished benchmark
## INFO [12:18:49.794] Result of batch 94:
## INFO [12:18:49.796] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:49.796] 24 0.1078863 14 0.5 71cbfa54-bc3a-4195-a09a-a45adf4e14a4
## INFO [12:18:49.802] Evaluating 1 configuration(s)
## INFO [12:18:49.816] Benchmark with 10 resampling iterations
## INFO [12:18:49.824] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:49.844] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:49.864] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:49.884] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:49.902] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:49.920] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:49.938] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:49.966] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:49.984] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:50.004] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:50.032] Finished benchmark
## INFO [12:18:50.145] Result of batch 95:
## INFO [12:18:50.148] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:50.148] 43 0.4836835 4 0.5 5829a3b5-6514-4ff7-89c4-53d50bfcb42d
## INFO [12:18:50.155] Evaluating 1 configuration(s)
## INFO [12:18:50.181] Benchmark with 10 resampling iterations
## INFO [12:18:50.189] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:50.209] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:50.233] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:50.253] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:50.273] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:50.291] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:50.311] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:50.333] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:50.352] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:50.371] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:50.394] Finished benchmark
## INFO [12:18:50.471] Result of batch 96:
## INFO [12:18:50.472] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:50.472] 57 0.5931626 21 0.5 9691e438-f661-45c2-b77a-8e9f13daa32a
## INFO [12:18:50.476] Evaluating 1 configuration(s)
## INFO [12:18:50.492] Benchmark with 10 resampling iterations
## INFO [12:18:50.499] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:50.517] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:50.535] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:50.556] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:50.574] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:50.595] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:50.617] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:50.635] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:50.655] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:50.697] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:50.729] Finished benchmark
## INFO [12:18:50.809] Result of batch 97:
## INFO [12:18:50.810] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:50.810] 17 0.3441393 26 0.5 0e2192a2-5653-412a-90a2-f5f9b2830d94
## INFO [12:18:50.814] Evaluating 1 configuration(s)
## INFO [12:18:50.832] Benchmark with 10 resampling iterations
## INFO [12:18:50.840] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:50.862] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:50.883] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:50.902] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:50.924] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:50.946] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:50.966] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:50.986] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:51.008] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:51.026] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:51.046] Finished benchmark
## INFO [12:18:51.115] Result of batch 98:
## INFO [12:18:51.116] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:51.116] 33 0.4664385 28 0.5 fd60ad67-dceb-4ea4-a869-1f9db1027747
## INFO [12:18:51.121] Evaluating 1 configuration(s)
## INFO [12:18:51.136] Benchmark with 10 resampling iterations
## INFO [12:18:51.145] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:51.164] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:51.183] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:51.202] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:51.223] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:51.262] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:51.295] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:51.320] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:51.341] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:51.364] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:51.386] Finished benchmark
## INFO [12:18:51.461] Result of batch 99:
## INFO [12:18:51.462] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:51.462] 96 0.9631653 29 0.5 706ecf55-c3ba-480b-ac2b-0033ca3f43ce
## INFO [12:18:51.467] Evaluating 1 configuration(s)
## INFO [12:18:51.482] Benchmark with 10 resampling iterations
## INFO [12:18:51.489] Applying learner 'classif.rpart' on task 'credit' (iter 7/10)
## INFO [12:18:51.508] Applying learner 'classif.rpart' on task 'credit' (iter 8/10)
## INFO [12:18:51.530] Applying learner 'classif.rpart' on task 'credit' (iter 4/10)
## INFO [12:18:51.552] Applying learner 'classif.rpart' on task 'credit' (iter 3/10)
## INFO [12:18:51.571] Applying learner 'classif.rpart' on task 'credit' (iter 9/10)
## INFO [12:18:51.593] Applying learner 'classif.rpart' on task 'credit' (iter 10/10)
## INFO [12:18:51.612] Applying learner 'classif.rpart' on task 'credit' (iter 2/10)
## INFO [12:18:51.632] Applying learner 'classif.rpart' on task 'credit' (iter 5/10)
## INFO [12:18:51.650] Applying learner 'classif.rpart' on task 'credit' (iter 6/10)
## INFO [12:18:51.672] Applying learner 'classif.rpart' on task 'credit' (iter 1/10)
## INFO [12:18:51.695] Finished benchmark
## INFO [12:18:51.767] Result of batch 100:
## INFO [12:18:51.769] minsplit cp maxdepth classif.auc uhash
## INFO [12:18:51.769] 86 0.1973605 26 0.5 c25b3ce3-e163-4d2d-a2fd-03cfb54981bc
## INFO [12:18:51.776] Finished optimizing after 100 evaluation(s)
## INFO [12:18:51.777] Result:
## INFO [12:18:51.778] minsplit cp maxdepth learner_param_vals x_domain classif.auc
## INFO [12:18:51.778] 147 0.001408312 25 <list[4]> <list[3]> 0.7194658
## INFO [12:18:52.793] Finished benchmarkKarena terdapat 40 model dan masing-masing model menjalankan 10-folds cross-validation maka iterasi yang dilakukan ada sebanyak 40 kali.
Hasil Komparasi model
Hasil komparasi model dapat berupa nilai-nilai ukuran kebaikan model yang ditentukan oleh pengguna.
result = bmr$aggregate(list(msr("classif.acc"),
msr("classif.specificity"),
msr("classif.sensitivity"),
msr("classif.auc")
))
result## nr resample_result task_id learner_id resampling_id iters
## 1: 1 <ResampleResult[21]> credit chimerge.classif.log_reg cv 10
## 2: 2 <ResampleResult[21]> credit classif.log_reg cv 10
## 3: 3 <ResampleResult[21]> credit classif.rpart cv 10
## 4: 4 <ResampleResult[21]> credit classif.rpart.tuned cv 10
## classif.acc classif.specificity classif.sensitivity classif.auc
## 1: 0.760 0.8651654 0.5213111 0.7811452
## 2: 0.758 0.8692417 0.5034406 0.7893642
## 3: 0.727 0.8701248 0.3961499 0.7125179
## 4: 0.735 0.8904699 0.3758168 0.7258221