1;1;" Report ODTE ver. 0.3.2 with 5 Folds cross validation and 10 random seeds. 2022-04-20 10:52:20"
2;1;" Gridsearched hyperparams v022.1b random_init"
3;1;" Score is accuracy"
3;2;" Execution time"
3;5;"22,591.47 s"
3;7;" "
3;8;"Platform"
3;9;"Galgo"
3;10;"Random seeds: [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1]"
4;5;"  6.28 h"
4;10;"Stratified: False"
6;1;"Dataset"
6;2;"Samples"
6;3;"Features"
6;4;"Classes"
6;5;"Nodes"
6;6;"Leaves"
6;7;"Depth"
6;8;"Score"
6;9;"Score Std."
6;10;"Time"
6;11;"Time Std."
6;12;"Hyperparameters"
7;1;"balance-scale"
7;2;"625"
7;3;"4"
7;4;"3"
7;5;"7.361199999999999"
7;6;"4.180599999999999"
7;7;"3.536"
7;8;"0.96352"
7;9;"0.02494974148162661"
7;10;"0.3166321754455567"
7;11;"0.1991881389525559"
7;12;"{'base_estimator__C': 57, 'base_estimator__gamma': 0.1, 'base_estimator__kernel': 'rbf', 'base_estimator__multiclass_strategy': 'ovr', 'n_estimators': 100, 'n_jobs': -1}"
8;1;"balloons"
8;2;"16"
8;3;"4"
8;4;"2"
8;5;"2.9952"
8;6;"1.9976"
8;7;"1.9976"
8;8;"0.785"
8;9;"0.2461311755051675"
8;10;"0.1156062078475952"
8;11;"0.0127842418285999"
8;12;"{'base_estimator__C': 5, 'base_estimator__gamma': 0.14, 'base_estimator__kernel': 'rbf', 'base_estimator__multiclass_strategy': 'ovr', 'n_estimators': 100, 'n_jobs': -1}"
10;1;"** accuracy compared to STree_default (liblinear-ovr) .:  0.0434"