5998232 1 Jan van Rijn 9960 Supervised Classification 6970 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.weight_boosting.AdaBoostClassifier(base_estimator=sklearn.tree.tree.DecisionTreeClassifier))(1) 4032964 class_weight null 6941 criterion "gini" 6941 max_depth 2 6941 max_features null 6941 max_leaf_nodes null 6941 min_impurity_split 1e-07 6941 min_samples_leaf 1 6941 min_samples_split 2 6941 min_weight_fraction_leaf 0.0 6941 presort false 6941 random_state 4991 6941 splitter "best" 6941 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 false 6948 threshold 0.0 6949 algorithm "SAMME" 6971 learning_rate 0.14516271846525697 6971 n_estimators 63 6971 random_state 40121 6971 openml-pimp openml-python Sklearn_0.18.1. study_71 1497 wall-robot-navigation https://www.openml.org/data/download/1592289/phpVeNa5j -1 12919596 description https://api.openml.org/data/download/12919596/description.xml -1 12919595 predictions https://api.openml.org/data/download/12919595/predictions.arff area_under_roc_curve 0.9956722503820644 [0.991968,0.999867,0.998575,0.993759] average_cost 0 f_measure 0.9610442719224244 [0.954576,0.995245,0.930636,0.90356] kappa 0.9416617867340547 kb_relative_information_score 157.40788667694522 mean_absolute_error 0.3628222843992336 mean_prior_absolute_error 0.3312381502905654 number_of_instances 5456 [2205,2097,328,826] precision 0.9623411986741295 [0.942138,0.992413,0.884615,0.970793] predictive_accuracy 0.9615102639296188 prior_entropy 1.715110055559003 recall 0.9615102639296188 [0.967347,0.998093,0.981707,0.845036] relative_absolute_error 1.0953517403745983 root_mean_prior_squared_error 0.40694354051108633 root_mean_squared_error 0.4190902911445931 root_relative_squared_error 1.029848736800814 total_cost 0 area_under_roc_curve 0.9935015207021233 [0.989753,0.998909,0.999527,0.987332] area_under_roc_curve 0.9963360311930801 [0.992906,1,0.990312,0.99862] area_under_roc_curve 0.9965012978560244 [0.992359,0.999773,0.999468,0.998022] area_under_roc_curve 0.9934326735247008 [0.988427,0.999986,0.999409,0.987744] area_under_roc_curve 0.9967989109504503 [0.994583,0.999901,0.999587,0.993716] area_under_roc_curve 0.9949245892729308 [0.991836,1,1,0.988251] area_under_roc_curve 0.9957170169280259 [0.991161,1,1,0.995306] area_under_roc_curve 0.9977562872058284 [0.995936,1,1,0.996088] area_under_roc_curve 0.9965797177712241 [0.992026,0.999986,0.999822,0.998867] area_under_roc_curve 0.9960353086290014 [0.992277,0.999986,0.999882,0.994548] 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 0.9690870616086594 [0.965986,0.992874,0.90411,0.942675] f_measure 0.9590603946110371 [0.951542,0.995261,0.935484,0.896104] f_measure 0.9591551729228287 [0.950673,0.995261,0.941176,0.897436] f_measure 0.9747452767227613 [0.970387,0.997613,0.90411,0.956522] f_measure 0.9498108003275656 [0.946188,0.98818,0.901408,0.881579] f_measure 0.9568706206838948 [0.950893,0.995261,0.970588,0.87013] f_measure 0.9596956248183045 [0.950226,0.997625,0.888889,0.916129] f_measure 0.9662930909176696 [0.960352,0.997602,0.969697,0.901961] f_measure 0.9591564353486896 [0.950673,0.995238,0.929577,0.901961] f_measure 0.9566541673337958 [0.949227,0.997613,0.970588,0.866667] kappa 0.9530538752554168 kappa 0.9384763524241709 kappa 0.9389205845562439 kappa 0.9614430119242177 kappa 0.9250476650481734 kappa 0.9360551561195187 kappa 0.9390191181930534 kappa 0.9497340670827311 kappa 0.938865519439133 kappa 0.9357614332861859 kb_relative_information_score 15.578712496597948 kb_relative_information_score 15.247804754293934 kb_relative_information_score 16.108464318482124 kb_relative_information_score 16.308194860939015 kb_relative_information_score 16.84287115390344 kb_relative_information_score 16.08076909325393 kb_relative_information_score 14.576287701846217 kb_relative_information_score 15.25990263507361 kb_relative_information_score 16.055172058415295 kb_relative_information_score 15.349707604140226 mean_absolute_error 0.3628679690795566 mean_absolute_error 0.36290942686453814 mean_absolute_error 0.3628373934189965 mean_absolute_error 0.3627519921701544 mean_absolute_error 0.3622907649255749 mean_absolute_error 0.3629428275131626 mean_absolute_error 0.3630964816191226 mean_absolute_error 0.3626833025971748 mean_absolute_error 0.36268241105434923 mean_absolute_error 0.36316088636876626 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 0.9708962035857771 [0.968182,0.990521,0.825,0.986667] precision 0.9605819372500887 [0.927039,0.990566,1,0.958333] precision 0.9599835512962939 [0.938053,0.990566,0.914286,0.958904] precision 0.9764349820066364 [0.972603,1,0.825,0.987179] precision 0.9520846972516955 [0.933628,0.981221,0.842105,0.971014] precision 0.9578450789198892 [0.934211,0.990566,0.942857,0.943662] precision 0.9624955406730701 [0.945946,0.995261,0.8,0.986111] precision 0.9682650733246796 [0.935622,1,0.941176,0.985714] precision 0.9607304661265966 [0.942222,0.990521,0.868421,0.971831] precision 0.9583622661339134 [0.926724,0.995238,0.942857,0.955882] predictive_accuracy 0.9688644688644689 predictive_accuracy 0.9597069597069597 predictive_accuracy 0.9597069597069597 predictive_accuracy 0.9743589743589743 predictive_accuracy 0.9505494505494505 predictive_accuracy 0.9578754578754578 predictive_accuracy 0.9596330275229357 predictive_accuracy 0.9669724770642202 predictive_accuracy 0.9596330275229357 predictive_accuracy 0.9577981651376147 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 0.9688644688644689 [0.963801,0.995238,1,0.902439] recall 0.9597069597069597 [0.977376,1,0.878788,0.841463] recall 0.9597069597069597 [0.963636,1,0.969697,0.843373] recall 0.9743589743589743 [0.968182,0.995238,1,0.927711] recall 0.9505494505494505 [0.959091,0.995238,0.969697,0.807229] recall 0.9578754578754579 [0.968182,1,1,0.807229] recall 0.9596330275229358 [0.954545,1,1,0.855422] recall 0.9669724770642202 [0.986425,0.995215,1,0.831325] recall 0.9596330275229358 [0.959276,1,1,0.841463] recall 0.9577981651376147 [0.972851,1,1,0.792683] relative_absolute_error 1.095803068301552 relative_absolute_error 1.0959282641630193 relative_absolute_error 1.0949459740241754 relative_absolute_error 1.0946882559518587 relative_absolute_error 1.0932963957860589 relative_absolute_error 1.0952641458527297 relative_absolute_error 1.0965687643744813 relative_absolute_error 1.0953809760539854 relative_absolute_error 1.0951015241079904 relative_absolute_error 1.0965462565518467 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 0.41914669933852344 root_mean_squared_error 0.4191951198441033 root_mean_squared_error 0.4191034164189127 root_mean_squared_error 0.41901500186702156 root_mean_squared_error 0.41849296894670696 root_mean_squared_error 0.41922956546469786 root_mean_squared_error 0.4193990125240356 root_mean_squared_error 0.41892404900038194 root_mean_squared_error 0.418928191235888 root_mean_squared_error 0.41946872302466304 root_relative_squared_error 1.0302820893230178 root_relative_squared_error 1.030401109178676 root_relative_squared_error 1.0294566536571665 root_relative_squared_error 1.0292394782652259 root_relative_squared_error 1.027957192695144 root_relative_squared_error 1.0297665174507993 root_relative_squared_error 1.0309734176328071 root_relative_squared_error 1.0298623230820518 root_relative_squared_error 1.0296121986122695 root_relative_squared_error 1.0309406795670093 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 2152.4884349999998 usercpu_time_millis 2166.367232000001 usercpu_time_millis 2181.4428049999997 usercpu_time_millis 2207.4181349999994 usercpu_time_millis 2160.6308520000025 usercpu_time_millis 2142.737828000001 usercpu_time_millis 2149.0248290000022 usercpu_time_millis 2365.693943 usercpu_time_millis 2303.350276 usercpu_time_millis 2289.3341170000026 usercpu_time_millis_testing 9.585954000000285 usercpu_time_millis_testing 9.632573000001088 usercpu_time_millis_testing 9.490089999999896 usercpu_time_millis_testing 9.671417999999932 usercpu_time_millis_testing 10.89102700000133 usercpu_time_millis_testing 9.778069999999417 usercpu_time_millis_testing 9.791693000000379 usercpu_time_millis_testing 10.114901999997983 usercpu_time_millis_testing 9.449032999999218 usercpu_time_millis_testing 9.797490000000408 usercpu_time_millis_training 2142.9024809999996 usercpu_time_millis_training 2156.7346589999997 usercpu_time_millis_training 2171.952715 usercpu_time_millis_training 2197.7467169999995 usercpu_time_millis_training 2149.739825000001 usercpu_time_millis_training 2132.959758000002 usercpu_time_millis_training 2139.2331360000017 usercpu_time_millis_training 2355.5790410000022 usercpu_time_millis_training 2293.9012430000007 usercpu_time_millis_training 2279.536627000002