10127433 287 Hugo Spee 9 Supervised Classification predictive_accuracy 8879 sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.ensemble.forest.RandomForestClassifier)(1) 8052861 bootstrap true 8871 class_weight null 8871 criterion "gini" 8871 max_depth null 8871 max_features null 8871 max_leaf_nodes null 8871 min_impurity_decrease 0.0 8871 min_impurity_split null 8871 min_samples_leaf 1 8871 min_samples_split 2 8871 min_weight_fraction_leaf 0.0 8871 n_estimators 10 8871 n_jobs null 8871 oob_score false 8871 random_state 34907 8871 verbose 0 8871 warm_start false 8871 copy true 8877 fill_value null 8877 missing_values NaN 8877 strategy "mean" 8877 verbose 0 8877 memory null 8879 auto-jupyter-notebook openml-python Sklearn_0.20.1. 9 autos https://www.openml.org/data/download/9/dataset_9_autos.arff -1 21175405 description https://api.openml.org/data/download/21175405/description.xml -1 21175404 predictions https://api.openml.org/data/download/21175404/predictions.arff area_under_roc_curve 0.9629003565422796 [0.0,1,0.968455,0.960199,0.949043,0.967034,0.98377] average_cost 0 f_measure 0.8025008964563576 [0.0,1,0.857143,0.84058,0.8,0.703704,0.763636] kappa 0.7442694526742555 kb_relative_information_score 146.62282682644548 mean_absolute_error 0.08013937282229952 mean_prior_absolute_error 0.22091907172440978 number_of_instances 205 [0,3,22,67,54,32,27] precision 0.8104393633071739 [0.0,1,0.9,0.816901,0.754098,0.863636,0.75] predictive_accuracy 0.8048780487804877 prior_entropy 2.326811368739461 recall 0.8048780487804879 [0.0,1,0.818182,0.865672,0.851852,0.59375,0.777778] relative_absolute_error 0.36275443399595253 root_mean_prior_squared_error 0.33175843320586096 root_mean_squared_error 0.19149148687876005 root_relative_squared_error 0.5772015650916003 total_cost 0 area_under_roc_curve 0.9767337490551776 [0.0,0.0,0.981481,0.969388,0.95625,1,1] area_under_roc_curve 0.9717567728845925 [0.0,0.0,0.973684,0.94898,0.983333,1,0.972222] area_under_roc_curve 0.9287862513426423 [0.0,1,0.973684,0.979592,0.838889,0.888889,1] area_under_roc_curve 0.9548514142499106 [0.0,1,1,0.908163,0.994444,0.944444,0.947368] area_under_roc_curve 0.969936746628476 [0.0,1,1,0.959184,0.955556,1,0.960526] area_under_roc_curve 0.9961538461538462 [0.0,0.0,1,0.989011,1,1,1] area_under_roc_curve 0.954630467571644 [0.0,0.0,1,0.93956,0.926667,1,0.960784] area_under_roc_curve 0.968888888888889 [0.0,0.0,0.722222,1,0.986667,1,1] area_under_roc_curve 0.9848214285714285 [0.0,0.0,1,0.970238,1,0.96875,1] area_under_roc_curve 0.9727731092436974 [0.0,0.0,1,0.952381,0.96,0.980392,1] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.9023431594860166 [0.0,0.0,0.8,0.933333,0.888889,1,0.857143] f_measure 0.8095238095238095 [0.0,1,0.8,0.857143,0.8,0.666667,0.8] f_measure 0.6802197802197802 [0.0,1,0.8,0.769231,0.8,0.5,0] f_measure 0.8095238095238095 [0.0,1,1,0.857143,0.666667,1,0.5] f_measure 0.801818181818182 [0.0,0.0,1,0.857143,0.727273,0.8,0.666667] f_measure 0.8964285714285716 [0.0,0.0,0.666667,1,0.833333,0.857143,1] f_measure 0.7923276723276723 [0.0,0.0,1,0.769231,0.909091,0.571429,0.8] kappa 0.8757396449704142 kappa 0.6798780487804877 kappa 0.7572254335260116 kappa 0.6216216216216217 kappa 0.7514792899408285 kappa 0.7315436241610739 kappa 0.7350993377483445 kappa 0.869281045751634 kappa 0.738562091503268 kappa 0.673202614379085 kb_relative_information_score 15.928393769158577 kb_relative_information_score 14.06810969109567 kb_relative_information_score 14.85242471882414 kb_relative_information_score 13.935970110972466 kb_relative_information_score 16.304849025990137 kb_relative_information_score 14.417302865873669 kb_relative_information_score 13.027561787073525 kb_relative_information_score 15.476302895212287 kb_relative_information_score 14.667250608710855 kb_relative_information_score 13.944661353534268 mean_absolute_error 0.06938775510204083 mean_absolute_error 0.08299319727891157 mean_absolute_error 0.09251700680272108 mean_absolute_error 0.08979591836734693 mean_absolute_error 0.07210884353741497 mean_absolute_error 0.08142857142857143 mean_absolute_error 0.09714285714285716 mean_absolute_error 0.06 mean_absolute_error 0.07285714285714286 mean_absolute_error 0.08285714285714285 mean_prior_absolute_error 0.22134514183031703 mean_prior_absolute_error 0.21929149018097804 mean_prior_absolute_error 0.22083172891798225 mean_prior_absolute_error 0.22083172891798225 mean_prior_absolute_error 0.22083172891798225 mean_prior_absolute_error 0.2196765498652291 mean_prior_absolute_error 0.2196765498652291 mean_prior_absolute_error 0.22203504043126684 mean_prior_absolute_error 0.22203504043126684 mean_prior_absolute_error 0.2227088948787062 number_of_instances 21 [0,0,3,7,5,3,3] number_of_instances 21 [0,0,2,7,6,3,3] number_of_instances 21 [0,1,2,7,6,3,2] number_of_instances 21 [0,1,2,7,6,3,2] number_of_instances 21 [0,1,2,7,6,3,2] number_of_instances 20 [0,0,2,7,5,3,3] number_of_instances 20 [0,0,2,7,5,3,3] number_of_instances 20 [0,0,2,6,5,4,3] number_of_instances 20 [0,0,2,6,5,4,3] number_of_instances 20 [0,0,3,6,5,3,3] precision 0.9226190476190477 [0.0,0.0,1,0.875,1,1,0.75] precision 0.8412698412698412 [0.0,1,0.666667,0.857143,1,0.666667,0.666667] precision 0.7222222222222223 [0.0,1,0.666667,0.833333,0.666667,1,0] precision 0.8095238095238095 [0.0,1,1,0.857143,0.666667,1,0.5] precision 0.8166666666666667 [0.0,0.0,1,0.857143,0.666667,1,0.666667] precision 0.9285714285714285 [0.0,0.0,1,1,0.714286,1,1] precision 0.805952380952381 [0.0,0.0,1,0.714286,0.833333,0.666667,1] predictive_accuracy 0.9047619047619048 predictive_accuracy 0.7619047619047619 predictive_accuracy 0.8095238095238095 predictive_accuracy 0.7142857142857143 predictive_accuracy 0.8095238095238095 predictive_accuracy 0.8 predictive_accuracy 0.8 predictive_accuracy 0.9 predictive_accuracy 0.8 predictive_accuracy 0.75 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 recall 0.9047619047619048 [0.0,0.0,0.666667,1,0.8,1,1] recall 0.7619047619047619 [0.0,0.0,0,0.857143,0.833333,1,0.666667] recall 0.8095238095238095 [0.0,1,1,0.857143,0.666667,0.666667,1] recall 0.7142857142857143 [0.0,1,1,0.714286,1,0.333333,0] recall 0.8095238095238095 [0.0,1,1,0.857143,0.666667,1,0.5] recall 0.8 [0.0,0.0,1,0.857143,1,0,1] recall 0.8 [0.0,0.0,1,0.857143,0.8,0.666667,0.666667] recall 0.9 [0.0,0.0,0.5,1,1,0.75,1] recall 0.8 [0.0,0.0,1,0.833333,1,0.5,0.666667] recall 0.75 [0.0,0.0,1,0.833333,0.8,0,1] relative_absolute_error 0.3134821687445637 relative_absolute_error 0.3784606379865379 relative_absolute_error 0.41894798023830293 relative_absolute_error 0.4066259808195292 relative_absolute_error 0.32653298459750074 relative_absolute_error 0.37067484662576694 relative_absolute_error 0.4422085889570553 relative_absolute_error 0.2702276176024279 relative_absolute_error 0.32813353566009107 relative_absolute_error 0.37204236006051433 root_mean_prior_squared_error 0.33239995202935096 root_mean_prior_squared_error 0.3292963353269754 root_mean_prior_squared_error 0.3316267709289768 root_mean_prior_squared_error 0.3316267709289768 root_mean_prior_squared_error 0.3316267709289768 root_mean_prior_squared_error 0.3298804876679233 root_mean_prior_squared_error 0.3298804876679233 root_mean_prior_squared_error 0.33343609089308945 root_mean_prior_squared_error 0.33343609089308945 root_mean_prior_squared_error 0.33444503458341845 root_mean_squared_error 0.17340134720031547 root_mean_squared_error 0.19587584572574412 root_mean_squared_error 0.2102800206268535 root_mean_squared_error 0.22345463250762032 root_mean_squared_error 0.1791894068783503 root_mean_squared_error 0.1740279123753264 root_mean_squared_error 0.20106857394573482 root_mean_squared_error 0.15675276256394516 root_mean_squared_error 0.18244372909397102 root_mean_squared_error 0.20701966780270628 root_relative_squared_error 0.5216647780532895 root_relative_squared_error 0.5948315383809202 root_relative_squared_error 0.634086385842138 root_relative_squared_error 0.6738136124585573 root_relative_squared_error 0.5403345645961936 root_relative_squared_error 0.5275483663965992 root_relative_squared_error 0.6095194516268027 root_relative_squared_error 0.47011336458537495 root_relative_squared_error 0.5471625120283349 root_relative_squared_error 0.6189945922222108 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0