6060821 1 Jan van Rijn 9960 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) 4095355 axis 0 6947 categorical_features [] 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 [] 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 3362.1466129812225 6953 cache_size 200 6953 class_weight null 6953 coef0 0.0 6953 decision_function_shape null 6953 degree 3 6953 gamma 3.631974306096039e-05 6953 kernel "rbf" 6953 max_iter -1 6953 probability true 6953 random_state 38379 6953 shrinking false 6953 tol 0.0002050624370138902 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1497 wall-robot-navigation https://www.openml.org/data/download/1592289/phpVeNa5j -1 13045050 description https://api.openml.org/data/download/13045050/description.xml -1 13045051 predictions https://api.openml.org/data/download/13045051/predictions.arff area_under_roc_curve 0.9237388546443854 [0.905534,0.926773,0.981242,0.941799] average_cost 0 f_measure 0.7836709714067844 [0.794633,0.816826,0.744186,0.685915] kappa 0.671730804409889 kb_relative_information_score 3236.2667070974912 mean_absolute_error 0.16821753105346807 mean_prior_absolute_error 0.3312381502905654 number_of_instances 5456 [2205,2097,328,826] precision 0.7897220540977979 [0.796989,0.76586,0.817518,0.819865] predictive_accuracy 0.7868401759530792 prior_entropy 1.715110055559003 recall 0.7868401759530792 [0.79229,0.87506,0.682927,0.589588] relative_absolute_error 0.5078446758198172 root_mean_prior_squared_error 0.40694354051108633 root_mean_squared_error 0.278605859609228 root_relative_squared_error 0.6846302542591605 total_cost 0 area_under_roc_curve 0.9289415512614756 [0.919777,0.930371,0.98222,0.928538] area_under_roc_curve 0.9238505736878575 [0.907456,0.925879,0.976963,0.941469] area_under_roc_curve 0.916874178690577 [0.897114,0.913124,0.980034,0.953629] area_under_roc_curve 0.9302931874603114 [0.913274,0.939512,0.967039,0.937469] area_under_roc_curve 0.9218340688577426 [0.893753,0.930669,0.979916,0.950818] area_under_roc_curve 0.9188675825609935 [0.903765,0.919926,0.976372,0.933358] area_under_roc_curve 0.9148433360390956 [0.892797,0.91693,0.987756,0.939889] area_under_roc_curve 0.9237983610448603 [0.911346,0.916539,0.993969,0.948182] area_under_roc_curve 0.9379492378568429 [0.923622,0.944976,0.981948,0.940947] area_under_roc_curve 0.9209898447175121 [0.89259,0.930793,0.988577,0.945346] 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 0.8058922289148138 [0.820046,0.8307,0.730159,0.734694] f_measure 0.7633178454349123 [0.782805,0.807175,0.721311,0.615385] f_measure 0.782747183499011 [0.799076,0.798246,0.830769,0.681159] f_measure 0.7905682290565124 [0.808314,0.827133,0.592593,0.72973] f_measure 0.78709366869682 [0.770642,0.829268,0.7,0.758621] f_measure 0.7772729684294433 [0.790068,0.807947,0.825397,0.646617] f_measure 0.7431214625501125 [0.758465,0.788419,0.707692,0.601504] f_measure 0.7938165742154824 [0.820862,0.81448,0.813559,0.662162] f_measure 0.7933847683731597 [0.809955,0.832599,0.736842,0.671533] f_measure 0.7962848081445922 [0.786517,0.832579,0.763636,0.743243] kappa 0.7055288461538461 kappa 0.6421778325911173 kappa 0.6706689006315246 kappa 0.6836387339755196 kappa 0.6762550979896776 kappa 0.6631481807907261 kappa 0.6122688490878595 kappa 0.6872819192655429 kappa 0.6872342534576397 kappa 0.6888720509014665 kb_relative_information_score 328.68738929994964 kb_relative_information_score 315.54625716430996 kb_relative_information_score 320.54715543770635 kb_relative_information_score 325.41355564923765 kb_relative_information_score 325.13972839542254 kb_relative_information_score 317.910629908785 kb_relative_information_score 320.3983536852555 kb_relative_information_score 332.13674871744166 kb_relative_information_score 329.1658184708415 kb_relative_information_score 321.32107036854416 mean_absolute_error 0.16340630967822667 mean_absolute_error 0.17183756071176867 mean_absolute_error 0.17090876214228157 mean_absolute_error 0.16648446999781577 mean_absolute_error 0.1691426347853787 mean_absolute_error 0.1720136590571079 mean_absolute_error 0.16894261715359118 mean_absolute_error 0.16435194853885385 mean_absolute_error 0.16315192605631176 mean_absolute_error 0.17192718716554348 mean_prior_absolute_error 0.3311434139730841 mean_prior_absolute_error 0.3311434139730841 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.3311205766710351 mean_prior_absolute_error 0.3311024296804111 mean_prior_absolute_error 0.3311861074705109 mean_prior_absolute_error 0.3311861074705109 number_of_instances 546 [221,210,33,82] number_of_instances 546 [221,210,33,82] number_of_instances 546 [220,210,33,83] number_of_instances 546 [220,210,33,83] number_of_instances 546 [220,210,33,83] number_of_instances 546 [220,210,33,83] number_of_instances 545 [220,210,32,83] number_of_instances 545 [221,209,32,83] number_of_instances 545 [221,209,33,82] number_of_instances 545 [221,209,33,82] precision 0.809042217975284 [0.825688,0.7897,0.766667,0.830769] precision 0.7660175896293072 [0.782805,0.762712,0.785714,0.721311] precision 0.7927148761816832 [0.812207,0.739837,0.84375,0.854545] precision 0.7976852309797349 [0.821596,0.765182,0.761905,0.830769] precision 0.7936865716614077 [0.777778,0.775934,0.777778,0.887097] precision 0.7889631649422383 [0.784753,0.753086,0.866667,0.86] precision 0.7522311067325373 [0.753363,0.740586,0.69697,0.8] precision 0.7968727155123188 [0.822727,0.772532,0.888889,0.753846] precision 0.8030924580007148 [0.809955,0.771429,0.875,0.836364] precision 0.8028198048325917 [0.78125,0.7897,0.954545,0.833333] predictive_accuracy 0.8076923076923077 predictive_accuracy 0.7673992673992674 predictive_accuracy 0.7857142857142857 predictive_accuracy 0.7948717948717949 predictive_accuracy 0.7893772893772893 predictive_accuracy 0.782051282051282 predictive_accuracy 0.7486238532110092 predictive_accuracy 0.7963302752293577 predictive_accuracy 0.7981651376146789 predictive_accuracy 0.7981651376146789 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 recall 0.8076923076923077 [0.81448,0.87619,0.69697,0.658537] recall 0.7673992673992674 [0.782805,0.857143,0.666667,0.536585] recall 0.7857142857142857 [0.786364,0.866667,0.818182,0.566265] recall 0.7948717948717948 [0.795455,0.9,0.484848,0.650602] recall 0.7893772893772893 [0.763636,0.890476,0.636364,0.662651] recall 0.782051282051282 [0.795455,0.871429,0.787879,0.518072] recall 0.7486238532110092 [0.763636,0.842857,0.71875,0.481928] recall 0.7963302752293578 [0.819005,0.861244,0.75,0.590361] recall 0.7981651376146789 [0.809955,0.904306,0.636364,0.560976] recall 0.7981651376146789 [0.791855,0.880383,0.636364,0.670732] relative_absolute_error 0.4934608474245802 relative_absolute_error 0.518921873305733 relative_absolute_error 0.5157568222772626 relative_absolute_error 0.502405494769804 relative_absolute_error 0.5104271234255744 relative_absolute_error 0.5190911049354001 relative_absolute_error 0.510214795021434 relative_absolute_error 0.4963779598279926 relative_absolute_error 0.4926291362352478 relative_absolute_error 0.519125601247788 root_mean_prior_squared_error 0.4068271240296317 root_mean_prior_squared_error 0.4068271240296317 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.4067990554858411 root_mean_prior_squared_error 0.40677675026179705 root_mean_prior_squared_error 0.4068795919478491 root_mean_prior_squared_error 0.4068795919478491 root_mean_squared_error 0.2740294288070685 root_mean_squared_error 0.2818457009072921 root_mean_squared_error 0.28314382561333695 root_mean_squared_error 0.27440322879091966 root_mean_squared_error 0.27802768676821377 root_mean_squared_error 0.2841270898043841 root_mean_squared_error 0.2853877148938351 root_mean_squared_error 0.275865949934146 root_mean_squared_error 0.2700103074112196 root_mean_squared_error 0.27880103403767814 root_relative_squared_error 0.673577086239484 root_relative_squared_error 0.6927898467427741 root_relative_squared_error 0.6954949155753064 root_relative_squared_error 0.674025117899455 root_relative_squared_error 0.6829279858658107 root_relative_squared_error 0.6979101377474983 root_relative_squared_error 0.7015446841512349 root_relative_squared_error 0.6781753130103962 root_relative_squared_error 0.6636123137034299 root_relative_squared_error 0.6852175423765487 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 14790.256770000042 usercpu_time_millis 14812.509850000082 usercpu_time_millis 16543.42117099998 usercpu_time_millis 14667.137795000144 usercpu_time_millis 15102.666339000052 usercpu_time_millis 15008.005921999938 usercpu_time_millis 15404.159084000185 usercpu_time_millis 15006.597038999871 usercpu_time_millis 14551.043230000005 usercpu_time_millis 14773.418556000024 usercpu_time_millis_testing 169.04915400004938 usercpu_time_millis_testing 176.1681520000593 usercpu_time_millis_testing 169.8750729999574 usercpu_time_millis_testing 169.12895700011177 usercpu_time_millis_testing 169.7181829999863 usercpu_time_millis_testing 170.21606499997688 usercpu_time_millis_testing 170.65661600008752 usercpu_time_millis_testing 168.87503499992818 usercpu_time_millis_testing 171.96513500016408 usercpu_time_millis_testing 192.8215310001633 usercpu_time_millis_training 14621.207615999992 usercpu_time_millis_training 14636.341698000024 usercpu_time_millis_training 16373.54609800002 usercpu_time_millis_training 14498.008838000032 usercpu_time_millis_training 14932.948156000066 usercpu_time_millis_training 14837.789856999962 usercpu_time_millis_training 15233.502468000097 usercpu_time_millis_training 14837.722003999943 usercpu_time_millis_training 14379.07809499984 usercpu_time_millis_training 14580.59702499986