6051940 1 Jan van Rijn 14967 Supervised Classification 6952 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 4086593 axis 0 6947 categorical_features [0, 1] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "most_frequent" 6947 strategy_nominal "most_frequent" 6947 verbose 0 6947 categorical_features [0, 1] 6948 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 6948 handle_unknown "ignore" 6948 n_values "auto" 6948 sparse true 6948 threshold 0.0 6949 C 0.17145348763082857 6953 cache_size 200 6953 class_weight null 6953 coef0 0.8348333546844333 6953 decision_function_shape null 6953 degree 5 6953 gamma 5.13005179879963e-05 6953 kernel "poly" 6953 max_iter -1 6953 probability true 6953 random_state 35038 6953 shrinking false 6953 tol 4.8958436751239966e-05 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 23380 cjs https://www.openml.org/data/download/1910442/phpDAC5gS -1 13027045 description https://api.openml.org/data/download/13027045/description.xml -1 13027046 predictions https://api.openml.org/data/download/13027046/predictions.arff area_under_roc_curve 0.6220662476353043 [0.63277,0.574007,0.620681,0.528264,0.661123,0.77874] average_cost 0 kappa 0.07759413125266784 kb_relative_information_score 178.86667683067725 mean_absolute_error 0.266970163045951 mean_prior_absolute_error 0.27287997162595995 number_of_instances 2796 [576,341,680,511,414,274] predictive_accuracy 0.28683834048640916 prior_entropy 2.5206634795042744 recall 0.28683834048640916 [0,0,0.966176,0.003914,0.306763,0.058394] relative_absolute_error 0.9783428276366518 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.36502613609046836 root_relative_squared_error 0.9882378293140498 total_cost 0 area_under_roc_curve 0.7214384777494096 [0.80219,0.395265,0.821171,0.665125,0.70446,0.835459] area_under_roc_curve 0.7209437672779023 [0.719944,0.824127,0.702414,0.626766,0.703949,0.839144] area_under_roc_curve 0.7822394227004843 [0.892824,0.735653,0.789054,0.708537,0.722115,0.815476] area_under_roc_curve 0.7474914055091325 [0.807937,0.759565,0.767411,0.659988,0.659863,0.846939] area_under_roc_curve 0.7325719182524911 [0.700839,0.874582,0.755757,0.691549,0.604654,0.836774] area_under_roc_curve 0.7448712725554238 [0.776483,0.789271,0.774487,0.567686,0.788244,0.813644] area_under_roc_curve 0.775219399895441 [0.775249,0.713445,0.864232,0.678793,0.803697,0.766608] area_under_roc_curve 0.7592005421443966 [0.867631,0.718247,0.780945,0.674407,0.638939,0.874339] area_under_roc_curve 0.7662594300842628 [0.789395,0.703241,0.80499,0.704764,0.77617,0.799971] area_under_roc_curve 0.7494089639677661 [0.760629,0.757983,0.771745,0.680771,0.719811,0.834362] 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 kappa 0.09321058688147295 kappa 0.06953789461562505 kappa 0.07084248237605452 kappa 0.06939828364502208 kappa 0.04528601694915255 kappa 0.07849267730788216 kappa 0.09615736049042248 kappa 0.054805493900302094 kappa 0.09078212290502792 kappa 0.10723700571997018 kb_relative_information_score 18.054414963107632 kb_relative_information_score 18.086884453790343 kb_relative_information_score 16.439972169120736 kb_relative_information_score 16.213651278741384 kb_relative_information_score 15.774145112104799 kb_relative_information_score 18.188763986638502 kb_relative_information_score 18.438794956943514 kb_relative_information_score 18.79922243243088 kb_relative_information_score 18.535515135353936 kb_relative_information_score 20.33531234244576 mean_absolute_error 0.2666443883058243 mean_absolute_error 0.2671148733623619 mean_absolute_error 0.2674435808058213 mean_absolute_error 0.2672849718780792 mean_absolute_error 0.2681161486685495 mean_absolute_error 0.2672644801405651 mean_absolute_error 0.26626745051432194 mean_absolute_error 0.26664255112657154 mean_absolute_error 0.26698716264773065 mean_absolute_error 0.2659286844258707 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272804289453111 mean_prior_absolute_error 0.27287651677373237 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,52,41,27] number_of_instances 280 [58,35,68,51,41,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] predictive_accuracy 0.29642857142857143 predictive_accuracy 0.2785714285714286 predictive_accuracy 0.28214285714285714 predictive_accuracy 0.28214285714285714 predictive_accuracy 0.2642857142857143 predictive_accuracy 0.28571428571428575 predictive_accuracy 0.3010752688172043 predictive_accuracy 0.2724014336917563 predictive_accuracy 0.2974910394265233 predictive_accuracy 0.3082437275985663 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 recall 0.29642857142857143 [0,0,0.985294,0,0.365854,0.035714] recall 0.2785714285714286 [0,0,0.970588,0,0.268293,0.035714] recall 0.28214285714285714 [0,0,0.941176,0,0.341463,0.035714] recall 0.28214285714285714 [0,0,0.985294,0,0.243902,0.071429] recall 0.2642857142857143 [0,0,0.955882,0,0.170732,0.074074] recall 0.2857142857142857 [0,0,0.941176,0,0.341463,0.074074] recall 0.3010752688172043 [0,0,0.985294,0,0.380952,0.037037] recall 0.2724014336917563 [0,0,0.970588,0,0.214286,0.037037] recall 0.2974910394265233 [0,0,0.955882,0,0.380952,0.074074] recall 0.30824372759856633 [0,0,0.970588,0.039216,0.357143,0.111111] relative_absolute_error 0.9770594348827228 relative_absolute_error 0.9787834233993463 relative_absolute_error 0.9799878991844503 relative_absolute_error 0.9794067118199169 relative_absolute_error 0.9828150034079016 relative_absolute_error 0.9794337867562978 relative_absolute_error 0.9757864148056732 relative_absolute_error 0.977161040509684 relative_absolute_error 0.9784239332894176 relative_absolute_error 0.9745449436973229 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36926827610333357 root_mean_prior_squared_error 0.36936606105183667 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_squared_error 0.3644969819130399 root_mean_squared_error 0.3650845642599615 root_mean_squared_error 0.3653133051874744 root_mean_squared_error 0.3648026370408956 root_mean_squared_error 0.36639410705602404 root_mean_squared_error 0.3658342472703206 root_mean_squared_error 0.3642579918898908 root_mean_squared_error 0.3648812125521561 root_mean_squared_error 0.3655175433434092 root_mean_squared_error 0.36366468123928886 root_relative_squared_error 0.9867148083746035 root_relative_squared_error 0.9883054284115764 root_relative_squared_error 0.9889246435811334 root_relative_squared_error 0.9875422348167318 root_relative_squared_error 0.9922165828117191 root_relative_squared_error 0.9904381746079793 root_relative_squared_error 0.986177185723732 root_relative_squared_error 0.9878644678492633 root_relative_squared_error 0.9895872438016905 root_relative_squared_error 0.9845708807401823 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 usercpu_time_millis 4088.1659950009634 usercpu_time_millis 3855.9224300006463 usercpu_time_millis 3857.2391710004013 usercpu_time_millis 3846.441314999538 usercpu_time_millis 3846.7261570003757 usercpu_time_millis 3835.8572060005827 usercpu_time_millis 3865.237645999514 usercpu_time_millis 3871.071159001076 usercpu_time_millis 3845.5606929983333 usercpu_time_millis 3966.788286001247 usercpu_time_millis_testing 106.91037400101777 usercpu_time_millis_testing 106.5323980001267 usercpu_time_millis_testing 106.81054400083667 usercpu_time_millis_testing 106.69413899995561 usercpu_time_millis_testing 106.8868010006554 usercpu_time_millis_testing 106.82322300090163 usercpu_time_millis_testing 105.28683400116279 usercpu_time_millis_testing 106.23199600013322 usercpu_time_millis_testing 106.5268099991954 usercpu_time_millis_testing 105.88539900163596 usercpu_time_millis_training 3981.2556209999457 usercpu_time_millis_training 3749.3900320005196 usercpu_time_millis_training 3750.4286269995646 usercpu_time_millis_training 3739.7471759995824 usercpu_time_millis_training 3739.8393559997203 usercpu_time_millis_training 3729.033982999681 usercpu_time_millis_training 3759.950811998351 usercpu_time_millis_training 3764.839163000943 usercpu_time_millis_training 3739.033882999138 usercpu_time_millis_training 3860.902886999611