5992338 1 Jan van Rijn 9960 Supervised Classification 6969 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.forest.RandomForestClassifier)(1) 4027071 bootstrap true 6902 class_weight null 6902 criterion "entropy" 6902 max_depth null 6902 max_features 0.14244852567785823 6902 max_leaf_nodes null 6902 min_impurity_split 1e-07 6902 min_samples_leaf 6 6902 min_samples_split 17 6902 min_weight_fraction_leaf 0.0 6902 n_estimators 100 6902 n_jobs 1 6902 oob_score false 6902 random_state 50029 6902 verbose 0 6902 warm_start false 6902 axis 0 6947 categorical_features [] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "median" 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 false 6948 threshold 0.0 6949 openml-pimp openml-python Sklearn_0.18.1. 1497 wall-robot-navigation https://www.openml.org/data/download/1592289/phpVeNa5j -1 12907940 description https://api.openml.org/data/download/12907940/description.xml -1 12907941 predictions https://api.openml.org/data/download/12907941/predictions.arff area_under_roc_curve 0.9997973203237192 [0.999798,0.999829,0.999719,0.999746] average_cost 0 f_measure 0.9922797487677393 [0.99229,0.995957,0.975155,0.989716] kappa 0.9883671422737104 kb_relative_information_score 5028.221152909082 mean_absolute_error 0.040283349420002175 mean_prior_absolute_error 0.3312381502905654 number_of_instances 5456 [2205,2097,328,826] precision 0.9923035169299779 [0.99229,0.993359,0.993671,0.989117] predictive_accuracy 0.9923020527859238 prior_entropy 1.715110055559003 recall 0.9923020527859238 [0.99229,0.998569,0.957317,0.990315] relative_absolute_error 0.12161446193521253 root_mean_prior_squared_error 0.40694354051108633 root_mean_squared_error 0.0869611979815066 root_relative_squared_error 0.2136935209053589 total_cost 0 area_under_roc_curve 0.9990463928994691 [0.999554,0.998512,0.999941,0.998686] area_under_roc_curve 0.9997743756718116 [0.99961,1,0.998878,1] area_under_roc_curve 0.999867691586882 [0.999861,0.999943,0.999232,0.999948] area_under_roc_curve 0.99982212703984 [0.999721,0.999972,0.999882,0.999688] area_under_roc_curve 0.9999696161298939 [0.999944,1,1,0.999948] area_under_roc_curve 0.9998700110741314 [0.999861,0.999972,0.999941,0.99961] area_under_roc_curve 0.9998778958045013 [0.999776,1,1,0.999791] area_under_roc_curve 0.9999151813754262 [0.999902,0.999986,1,0.999739] area_under_roc_curve 0.9999890782000873 [1,0.999972,1,1] area_under_roc_curve 0.9999705589302091 [0.999986,1,1,0.999842] 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 0.9908441850684248 [0.993166,0.990566,0.984615,0.987805] f_measure 0.9885351255886968 [0.986607,1,0.9,1] f_measure 0.9926244169604983 [0.990909,0.997625,0.96875,0.994012] f_measure 0.9871471147630649 [0.986425,0.995238,0.96875,0.975904] f_measure 0.9944972066496905 [0.995434,0.995261,0.984615,0.994012] f_measure 0.9889893046158775 [0.98861,0.992908,0.984615,0.981818] f_measure 0.9927026996417712 [0.990868,0.997613,0.969697,0.994012] f_measure 0.9944954128440368 [0.995475,0.995215,1,0.987952] f_measure 0.9981532128618902 [1,0.997613,0.984615,1] f_measure 0.9944807171806141 [0.995475,0.997613,1,0.981595] kappa 0.9861574501313268 kappa 0.9833056453010183 kappa 0.9889367867038817 kappa 0.9806249493065131 kappa 0.9917108619084248 kappa 0.9833995459704882 kappa 0.9889404662253 kappa 0.9916831985350222 kappa 0.9972266606959301 kappa 0.9916820561346744 kb_relative_information_score 502.9694520078722 kb_relative_information_score 500.93896231631754 kb_relative_information_score 503.8126375724737 kb_relative_information_score 501.70291272365415 kb_relative_information_score 505.4743896754657 kb_relative_information_score 501.3873767741383 kb_relative_information_score 501.2465095104402 kb_relative_information_score 502.41377554244093 kb_relative_information_score 506.91515985797685 kb_relative_information_score 501.35997692829443 mean_absolute_error 0.039834280050495274 mean_absolute_error 0.04043798673291557 mean_absolute_error 0.039774950946913086 mean_absolute_error 0.0417976762819227 mean_absolute_error 0.03927035519780337 mean_absolute_error 0.0420625620783044 mean_absolute_error 0.04109799293594962 mean_absolute_error 0.03995404235901143 mean_absolute_error 0.0368448126676921 mean_absolute_error 0.04175612354576781 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 0.9909794255588648 [1,0.981308,1,0.987805] precision 0.9893014474512273 [0.973568,1,1,1] precision 0.9927044763706916 [0.990909,0.995261,1,0.988095] precision 0.9872454872454871 [0.981982,0.995238,1,0.975904] precision 0.9945618547370568 [1,0.990566,1,0.988095] precision 0.9890493149800076 [0.990868,0.985915,1,0.987805] precision 0.9928814266216546 [0.995413,1,0.941176,0.988095] precision 0.9944954128440368 [0.995475,0.995215,1,0.987952] precision 0.9981738750546091 [1,0.995238,1,1] precision 0.9944814976619258 [0.995475,0.995238,1,0.987654] predictive_accuracy 0.9908424908424908 predictive_accuracy 0.989010989010989 predictive_accuracy 0.9926739926739927 predictive_accuracy 0.9871794871794871 predictive_accuracy 0.9945054945054944 predictive_accuracy 0.989010989010989 predictive_accuracy 0.9926605504587155 predictive_accuracy 0.9944954128440366 predictive_accuracy 0.9981651376146788 predictive_accuracy 0.9944954128440366 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 0.9908424908424909 [0.986425,1,0.969697,0.987805] recall 0.989010989010989 [1,1,0.818182,1] recall 0.9926739926739927 [0.990909,1,0.939394,1] recall 0.9871794871794872 [0.990909,0.995238,0.939394,0.975904] recall 0.9945054945054945 [0.990909,1,0.969697,1] recall 0.989010989010989 [0.986364,1,0.969697,0.975904] recall 0.9926605504587156 [0.986364,0.995238,1,1] recall 0.9944954128440368 [0.995475,0.995215,1,0.987952] recall 0.998165137614679 [1,1,0.969697,1] recall 0.9944954128440368 [0.995475,1,1,0.97561] relative_absolute_error 0.12029313696008785 relative_absolute_error 0.12211623431593431 relative_absolute_error 0.12003013800741132 relative_absolute_error 0.12613418076126248 relative_absolute_error 0.11850740332234709 relative_absolute_error 0.12693353507695568 relative_absolute_error 0.12411790698462105 relative_absolute_error 0.1206697347330738 relative_absolute_error 0.11125108160212546 relative_absolute_error 0.12608054083151968 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 0.09199415482109047 root_mean_squared_error 0.0893991375939196 root_mean_squared_error 0.08749363609639868 root_mean_squared_error 0.09101722876316877 root_mean_squared_error 0.08390184938125028 root_mean_squared_error 0.09080925872068894 root_mean_squared_error 0.0869725897110613 root_mean_squared_error 0.08344537109492224 root_mean_squared_error 0.07824758523533314 root_mean_squared_error 0.0853696471790683 root_relative_squared_error 0.22612591291821033 root_relative_squared_error 0.21974723983105932 root_relative_squared_error 0.2149133180581533 root_relative_squared_error 0.22356842744995636 root_relative_squared_error 0.20609070152111456 root_relative_squared_error 0.2230575842174635 root_relative_squared_error 0.21379742292466664 root_relative_squared_error 0.205138005161843 root_relative_squared_error 0.19231140313707928 root_relative_squared_error 0.20981550529575432 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 2526.350875999924 usercpu_time_millis 2534.0822340003797 usercpu_time_millis 2649.665810999977 usercpu_time_millis 2496.459328000128 usercpu_time_millis 2434.55659600113 usercpu_time_millis 2450.3692819998832 usercpu_time_millis 2438.527467998938 usercpu_time_millis 2409.401347000312 usercpu_time_millis 2457.0081849997223 usercpu_time_millis 2396.5880089990605 usercpu_time_millis_testing 29.629409999870404 usercpu_time_millis_testing 27.476197999931173 usercpu_time_millis_testing 27.365396000277542 usercpu_time_millis_testing 25.844456999948306 usercpu_time_millis_testing 26.68874900064111 usercpu_time_millis_testing 26.20235100039281 usercpu_time_millis_testing 25.96955699937098 usercpu_time_millis_testing 26.873986000282457 usercpu_time_millis_testing 26.1884760002431 usercpu_time_millis_testing 26.3097379993269 usercpu_time_millis_training 2496.7214660000536 usercpu_time_millis_training 2506.6060360004485 usercpu_time_millis_training 2622.3004149996996 usercpu_time_millis_training 2470.61487100018 usercpu_time_millis_training 2407.867847000489 usercpu_time_millis_training 2424.1669309994904 usercpu_time_millis_training 2412.557910999567 usercpu_time_millis_training 2382.5273610000295 usercpu_time_millis_training 2430.819708999479 usercpu_time_millis_training 2370.2782709997336