10464845 11598 Robert Marincu 31 Supervised Classification 17376 sklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(6) 8275518 class_weight null 17350 criterion "gini" 17350 max_depth null 17350 max_features null 17350 max_leaf_nodes null 17350 min_impurity_decrease 0.0 17350 min_impurity_split null 17350 min_samples_leaf 1 17350 min_samples_split 2 17350 min_weight_fraction_leaf 0.0 17350 presort false 17350 random_state 29024 17350 splitter "best" 17350 memory null 17376 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "estimator", "step_name": "estimator"}}] 17376 verbose false 17376 add_indicator false 17377 copy true 17377 fill_value null 17377 missing_values NaN 17377 strategy "mean" 17377 verbose 0 17377 openml-python Sklearn_0.21.3. 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 21854487 description https://api.openml.org/data/download/21854487/description.xml -1 21854488 predictions https://api.openml.org/data/download/21854488/predictions.arff area_under_roc_curve 0.6409523809523809 [0.640952,0.640952] average_cost 0 f_measure 0.6887733082498754 [0.768328,0.503145] kappa 0.27255985267035004 kb_relative_information_score 0.19307048986656813 mean_absolute_error 0.316 mean_prior_absolute_error 0.42015968063872167 weighted_recall 0.684 [0.748571,0.533333] number_of_instances 1000 [700,300] precision 0.6952667814113598 [0.789157,0.47619] predictive_accuracy 0.684 prior_entropy 0.8812914463598482 relative_absolute_error 0.7520950118764861 root_mean_prior_squared_error 0.45825774337365466 root_mean_squared_error 0.5621387729022078 root_relative_squared_error 1.2266869049801314 total_cost 0 unweighted_recall 0.6409523809523809 [0.748571,0.533333] area_under_roc_curve 0.6904761904761905 [0.690476,0.690476] area_under_roc_curve 0.65 [0.65,0.65] area_under_roc_curve 0.6261904761904762 [0.62619,0.62619] area_under_roc_curve 0.6666666666666665 [0.666667,0.666667] area_under_roc_curve 0.6261904761904762 [0.62619,0.62619] area_under_roc_curve 0.6619047619047619 [0.661905,0.661905] area_under_roc_curve 0.6952380952380952 [0.695238,0.695238] area_under_roc_curve 0.6571428571428573 [0.657143,0.657143] area_under_roc_curve 0.5404761904761903 [0.540476,0.540476] area_under_roc_curve 0.5952380952380952 [0.595238,0.595238] 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 0.7098901098901098 [0.769231,0.571429] f_measure 0.7085707416756822 [0.794326,0.508475] f_measure 0.6884721721360739 [0.780142,0.474576] f_measure 0.7200000000000002 [0.8,0.533333] f_measure 0.6884721721360739 [0.780142,0.474576] f_measure 0.7049632352941176 [0.779412,0.53125] f_measure 0.7264586160108547 [0.791045,0.575758] f_measure 0.689126559714795 [0.757576,0.529412] f_measure 0.6117938436136336 [0.719424,0.360656] f_measure 0.6325274725274725 [0.707692,0.457143] kappa 0.3478260869565216 kappa 0.30288461538461536 kappa 0.25480769230769224 kappa 0.3333333333333333 kappa 0.25480769230769224 kappa 0.3119266055045871 kappa 0.36936936936936926 kappa 0.29203539823008856 kappa 0.08018867924528308 kappa 0.1739130434782608 kb_relative_information_score 0.2339276802530685 kb_relative_information_score 0.2594634242446327 kb_relative_information_score 0.20839193626150412 kb_relative_information_score 0.28499916823619714 kb_relative_information_score 0.20839193626150415 kb_relative_information_score 0.2339276802530685 kb_relative_information_score 0.28499916823619714 kb_relative_information_score 0.18285619226993965 kb_relative_information_score 0.004105984328989383 kb_relative_information_score 0.02964172832055359 mean_absolute_error 0.3 mean_absolute_error 0.29 mean_absolute_error 0.31 mean_absolute_error 0.28 mean_absolute_error 0.31 mean_absolute_error 0.3 mean_absolute_error 0.28 mean_absolute_error 0.32 mean_absolute_error 0.39 mean_absolute_error 0.38 mean_prior_absolute_error 0.4201596806387232 mean_prior_absolute_error 0.4201596806387232 mean_prior_absolute_error 0.4201596806387232 mean_prior_absolute_error 0.4201596806387232 mean_prior_absolute_error 0.4201596806387232 mean_prior_absolute_error 0.4201596806387232 mean_prior_absolute_error 0.4201596806387232 mean_prior_absolute_error 0.4201596806387232 mean_prior_absolute_error 0.4201596806387232 mean_prior_absolute_error 0.4201596806387232 number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] precision 0.7333333333333334 [0.833333,0.5] precision 0.7072850898494414 [0.788732,0.517241] precision 0.6870811073336571 [0.774648,0.482759] precision 0.72 [0.8,0.533333] precision 0.6870811073336571 [0.774648,0.482759] precision 0.7121212121212122 [0.80303,0.5] precision 0.7380208333333332 [0.828125,0.527778] precision 0.7066213921901527 [0.806452,0.473684] precision 0.61369798971482 [0.724638,0.354839] precision 0.6566666666666667 [0.766667,0.4] predictive_accuracy 0.7 predictive_accuracy 0.71 predictive_accuracy 0.69 predictive_accuracy 0.72 predictive_accuracy 0.69 predictive_accuracy 0.7 predictive_accuracy 0.72 predictive_accuracy 0.68 predictive_accuracy 0.61 predictive_accuracy 0.62 prior_entropy 0.8812914463598627 prior_entropy 0.8812914463598627 prior_entropy 0.8812914463598627 prior_entropy 0.8812914463598627 prior_entropy 0.8812914463598627 prior_entropy 0.8812914463598627 prior_entropy 0.8812914463598627 prior_entropy 0.8812914463598627 prior_entropy 0.8812914463598627 prior_entropy 0.8812914463598627 relative_absolute_error 0.7140142517814715 relative_absolute_error 0.6902137767220892 relative_absolute_error 0.737814726840854 relative_absolute_error 0.666413301662707 relative_absolute_error 0.737814726840854 relative_absolute_error 0.7140142517814715 relative_absolute_error 0.666413301662707 relative_absolute_error 0.7616152019002363 relative_absolute_error 0.928218527315913 relative_absolute_error 0.9044180522565307 root_mean_prior_squared_error 0.4582577433736552 root_mean_prior_squared_error 0.4582577433736552 root_mean_prior_squared_error 0.4582577433736552 root_mean_prior_squared_error 0.4582577433736552 root_mean_prior_squared_error 0.4582577433736552 root_mean_prior_squared_error 0.4582577433736552 root_mean_prior_squared_error 0.4582577433736552 root_mean_prior_squared_error 0.4582577433736552 root_mean_prior_squared_error 0.4582577433736552 root_mean_prior_squared_error 0.4582577433736552 root_mean_squared_error 0.5477225575051661 root_mean_squared_error 0.5385164807134504 root_mean_squared_error 0.5567764362830022 root_mean_squared_error 0.5291502622129182 root_mean_squared_error 0.5567764362830022 root_mean_squared_error 0.5477225575051661 root_mean_squared_error 0.5291502622129182 root_mean_squared_error 0.565685424949238 root_mean_squared_error 0.6244997998398398 root_mean_squared_error 0.6164414002968976 root_relative_squared_error 1.1952281558253186 root_relative_squared_error 1.1751388568994756 root_relative_squared_error 1.2149853315823114 root_relative_squared_error 1.154700100247861 root_relative_squared_error 1.2149853315823114 root_relative_squared_error 1.1952281558253186 root_relative_squared_error 1.154700100247861 root_relative_squared_error 1.234426331314577 root_relative_squared_error 1.3627697706585915 root_relative_squared_error 1.3451849078614746 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 unweighted_recall 0.6904761904761905 [0.714286,0.666667] unweighted_recall 0.65 [0.8,0.5] unweighted_recall 0.6261904761904762 [0.785714,0.466667] unweighted_recall 0.6666666666666667 [0.8,0.533333] unweighted_recall 0.6261904761904762 [0.785714,0.466667] unweighted_recall 0.6619047619047619 [0.757143,0.566667] unweighted_recall 0.6952380952380952 [0.757143,0.633333] unweighted_recall 0.6571428571428571 [0.714286,0.6] unweighted_recall 0.5404761904761904 [0.714286,0.366667] unweighted_recall 0.5952380952380952 [0.657143,0.533333] usercpu_time_millis 4.5448290000000835 usercpu_time_millis 4.295681000000107 usercpu_time_millis 4.907216000000103 usercpu_time_millis 11.52152899999992 usercpu_time_millis 11.743660000000045 usercpu_time_millis 11.06451900000005 usercpu_time_millis 10.757574000000103 usercpu_time_millis 4.296471999999829 usercpu_time_millis 4.291355999999968 usercpu_time_millis 4.310094999999903 usercpu_time_millis_testing 0.24477400000000316 usercpu_time_millis_testing 0.2555790000000613 usercpu_time_millis_testing 0.35103100000011267 usercpu_time_millis_testing 0.98092999999988 usercpu_time_millis_testing 0.5644769999999522 usercpu_time_millis_testing 0.592380000000059 usercpu_time_millis_testing 0.32881200000001165 usercpu_time_millis_testing 0.23786499999989275 usercpu_time_millis_testing 0.25686599999996673 usercpu_time_millis_testing 0.29054299999997646 usercpu_time_millis_training 4.30005500000008 usercpu_time_millis_training 4.040102000000045 usercpu_time_millis_training 4.55618499999999 usercpu_time_millis_training 10.54059900000004 usercpu_time_millis_training 11.179183000000092 usercpu_time_millis_training 10.472138999999991 usercpu_time_millis_training 10.428762000000091 usercpu_time_millis_training 4.058606999999936 usercpu_time_millis_training 4.034490000000002 usercpu_time_millis_training 4.019551999999926 wall_clock_time_millis 4.546165466308594 wall_clock_time_millis 4.297733306884766 wall_clock_time_millis 4.909753799438477 wall_clock_time_millis 6.538152694702148 wall_clock_time_millis 6.709575653076172 wall_clock_time_millis 6.068706512451172 wall_clock_time_millis 6.543874740600586 wall_clock_time_millis 4.298686981201172 wall_clock_time_millis 4.293680191040039 wall_clock_time_millis 4.315614700317383 wall_clock_time_millis_testing 0.2467632293701172 wall_clock_time_millis_testing 0.2574920654296875 wall_clock_time_millis_testing 0.35309791564941406 wall_clock_time_millis_testing 0.6256103515625 wall_clock_time_millis_testing 0.39196014404296875 wall_clock_time_millis_testing 0.3986358642578125 wall_clock_time_millis_testing 0.33092498779296875 wall_clock_time_millis_testing 0.2396106719970703 wall_clock_time_millis_testing 0.25916099548339844 wall_clock_time_millis_testing 0.2930164337158203 wall_clock_time_millis_training 4.299402236938477 wall_clock_time_millis_training 4.040241241455078 wall_clock_time_millis_training 4.5566558837890625 wall_clock_time_millis_training 5.912542343139648 wall_clock_time_millis_training 6.317615509033203 wall_clock_time_millis_training 5.670070648193359 wall_clock_time_millis_training 6.212949752807617 wall_clock_time_millis_training 4.059076309204102 wall_clock_time_millis_training 4.034519195556641 wall_clock_time_millis_training 4.0225982666015625 weighted_recall 0.7 [0.714286,0.666667] weighted_recall 0.71 [0.8,0.5] weighted_recall 0.69 [0.785714,0.466667] weighted_recall 0.72 [0.8,0.533333] weighted_recall 0.69 [0.785714,0.466667] weighted_recall 0.7 [0.757143,0.566667] weighted_recall 0.72 [0.757143,0.633333] weighted_recall 0.68 [0.714286,0.6] weighted_recall 0.61 [0.714286,0.366667] weighted_recall 0.62 [0.657143,0.533333]