6122353 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) 4156522 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 true 6948 threshold 0.0 6949 C 0.13106572979924297 6953 cache_size 200 6953 class_weight null 6953 coef0 -0.5568343972265724 6953 decision_function_shape null 6953 degree 3 6953 gamma 0.00010016702406065595 6953 kernel "sigmoid" 6953 max_iter -1 6953 probability true 6953 random_state 38586 6953 shrinking false 6953 tol 0.0004473739692275088 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 13169917 description https://api.openml.org/data/download/13169917/description.xml -1 13169918 predictions https://api.openml.org/data/download/13169918/predictions.arff area_under_roc_curve 0.8318902334493214 [0.800858,0.837411,0.959913,0.849879] average_cost 0 f_measure 0.6224662719491154 [0.604862,0.691941,0.584488,0.508162] kappa 0.43988428957017744 kb_relative_information_score 2312.8076997317276 mean_absolute_error 0.22765723513120853 mean_prior_absolute_error 0.3312381502905654 number_of_instances 5456 [2205,2097,328,826] precision 0.6504027211850877 [0.736021,0.592656,0.535533,0.614065] predictive_accuracy 0.6312316715542522 prior_entropy 1.715110055559003 recall 0.6312316715542522 [0.513379,0.831187,0.643293,0.433414] relative_absolute_error 0.6872917112099115 root_mean_prior_squared_error 0.40694354051108633 root_mean_squared_error 0.3463125794448688 root_relative_squared_error 0.8510089114817495 total_cost 0 area_under_roc_curve 0.8179856853327666 [0.782736,0.821088,0.959773,0.847981] area_under_roc_curve 0.814391925443834 [0.787163,0.811933,0.947014,0.840701] area_under_roc_curve 0.8131019841607399 [0.778974,0.81379,0.956052,0.844987] area_under_roc_curve 0.854155134505029 [0.820524,0.868594,0.937149,0.873767] area_under_roc_curve 0.8397364619910817 [0.798787,0.850057,0.95682,0.875615] area_under_roc_curve 0.8211106475573773 [0.798773,0.820493,0.952389,0.829686] area_under_roc_curve 0.8433826473827338 [0.814545,0.847392,0.977339,0.85803] area_under_roc_curve 0.841957710473323 [0.814871,0.840695,0.982395,0.863115] area_under_roc_curve 0.8462684955496264 [0.820611,0.860105,0.967803,0.831244] area_under_roc_curve 0.8271515527829421 [0.791716,0.839428,0.967448,0.834905] 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 0.5937206994740184 [0.590078,0.662626,0.5,0.464789] f_measure 0.6008071034076344 [0.579088,0.666667,0.630137,0.478873] f_measure 0.6115291205589518 [0.563536,0.674419,0.684211,0.550725] f_measure 0.65362703220297 [0.631285,0.72549,0.5,0.592105] f_measure 0.6375383097627721 [0.61008,0.708171,0.520548,0.578125] f_measure 0.6190923984960542 [0.614173,0.685832,0.581395,0.478261] f_measure 0.6272079118003587 [0.615789,0.693387,0.666667,0.47482] f_measure 0.6181499538569472 [0.605263,0.68008,0.730159,0.453333] f_measure 0.6473752844019242 [0.650667,0.712598,0.507463,0.528571] f_measure 0.6154300841914458 [0.588235,0.708661,0.529412,0.485714] kappa 0.3935095308702365 kappa 0.40828516769781836 kappa 0.4279873062370316 kappa 0.4891828746548532 kappa 0.458714512458843 kappa 0.438056222630315 kappa 0.44720220074075206 kappa 0.43025812105093236 kappa 0.4735435870559341 kappa 0.43208767517067914 kb_relative_information_score 222.05707943261427 kb_relative_information_score 220.46936221239693 kb_relative_information_score 228.10866528167895 kb_relative_information_score 239.7584334396141 kb_relative_information_score 239.5137790569909 kb_relative_information_score 220.11076575582837 kb_relative_information_score 239.42244429146865 kb_relative_information_score 236.9463839264988 kb_relative_information_score 237.85243920939857 kb_relative_information_score 228.5683471252409 mean_absolute_error 0.2336389124383243 mean_absolute_error 0.23330111046953927 mean_absolute_error 0.22837706457985626 mean_absolute_error 0.2228483228658892 mean_absolute_error 0.22168451866987085 mean_absolute_error 0.23603417070843377 mean_absolute_error 0.22231256235687114 mean_absolute_error 0.22398306341513907 mean_absolute_error 0.22281015687396616 mean_absolute_error 0.2315642291379697 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 0.614152372676889 [0.697531,0.575439,0.461538,0.55] precision 0.6272307370991582 [0.710526,0.571429,0.575,0.566667] precision 0.6497049022665099 [0.71831,0.568627,0.604651,0.690909] precision 0.6941504240835344 [0.818841,0.616667,0.461538,0.652174] precision 0.6791018781506546 [0.732484,0.598684,0.475,0.822222] precision 0.6444108284401291 [0.726708,0.602888,0.471698,0.6] precision 0.6508166180665466 [0.73125,0.598616,0.6,0.589286] precision 0.6391678291296408 [0.72327,0.586806,0.741935,0.507463] precision 0.6796452505584178 [0.792208,0.605351,0.5,0.637931] precision 0.641740699029119 [0.718954,0.602007,0.514286,0.586207] predictive_accuracy 0.6007326007326007 predictive_accuracy 0.6098901098901098 predictive_accuracy 0.6227106227106227 predictive_accuracy 0.6611721611721612 predictive_accuracy 0.6465201465201466 predictive_accuracy 0.6263736263736264 predictive_accuracy 0.636697247706422 predictive_accuracy 0.6256880733944954 predictive_accuracy 0.6550458715596331 predictive_accuracy 0.6275229357798165 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 0.6007326007326007 [0.511312,0.780952,0.545455,0.402439] recall 0.6098901098901099 [0.488688,0.8,0.69697,0.414634] recall 0.6227106227106227 [0.463636,0.828571,0.787879,0.457831] recall 0.6611721611721612 [0.513636,0.880952,0.545455,0.542169] recall 0.6465201465201466 [0.522727,0.866667,0.575758,0.445783] recall 0.6263736263736264 [0.531818,0.795238,0.757576,0.39759] recall 0.636697247706422 [0.531818,0.82381,0.75,0.39759] recall 0.6256880733944954 [0.520362,0.808612,0.71875,0.409639] recall 0.655045871559633 [0.552036,0.866029,0.515152,0.45122] recall 0.6275229357798165 [0.497738,0.861244,0.545455,0.414634] relative_absolute_error 0.7055520435545032 relative_absolute_error 0.7045319357868987 relative_absolute_error 0.6891807513687224 relative_absolute_error 0.6724964911713807 relative_absolute_error 0.6689844421320711 relative_absolute_error 0.7122878447395535 relative_absolute_error 0.6713945855975492 relative_absolute_error 0.6764766529539922 relative_absolute_error 0.6727642006958439 relative_absolute_error 0.699196687042763 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 0.3530747229098727 root_mean_squared_error 0.35595416782835093 root_mean_squared_error 0.3511277022086532 root_mean_squared_error 0.33856605812649215 root_mean_squared_error 0.34464338124916283 root_mean_squared_error 0.3527933385850564 root_mean_squared_error 0.338728889838061 root_mean_squared_error 0.34101715477036965 root_mean_squared_error 0.33806618706754793 root_mean_squared_error 0.34850627687544633 root_relative_squared_error 0.8678740970185559 root_relative_squared_error 0.8749519066049898 root_relative_squared_error 0.8624858093753737 root_relative_squared_error 0.8316302554127019 root_relative_squared_error 0.8465581717215597 root_relative_squared_error 0.8665771634018169 root_relative_squared_error 0.832668820810108 root_relative_squared_error 0.8383398376404126 root_relative_squared_error 0.8308752607844702 root_relative_squared_error 0.856534178101799 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 10810.562699000002 usercpu_time_millis 10940.93831799546 usercpu_time_millis 10606.739481008844 usercpu_time_millis 10842.345612996724 usercpu_time_millis 10632.2756429945 usercpu_time_millis 10922.934066999005 usercpu_time_millis 11037.170308998611 usercpu_time_millis 10931.773919000989 usercpu_time_millis 10693.72221500089 usercpu_time_millis 10835.841182000877 usercpu_time_millis_testing 325.90184600121574 usercpu_time_millis_testing 372.61588299588766 usercpu_time_millis_testing 326.7126830032794 usercpu_time_millis_testing 325.30708499689354 usercpu_time_millis_testing 328.88907099550124 usercpu_time_millis_testing 327.8919410004164 usercpu_time_millis_testing 338.6438480010838 usercpu_time_millis_testing 329.7855790005997 usercpu_time_millis_testing 325.81218700215686 usercpu_time_millis_testing 325.19141100056004 usercpu_time_millis_training 10484.660852998786 usercpu_time_millis_training 10568.322434999573 usercpu_time_millis_training 10280.026798005565 usercpu_time_millis_training 10517.03852799983 usercpu_time_millis_training 10303.386571998999 usercpu_time_millis_training 10595.042125998589 usercpu_time_millis_training 10698.526460997527 usercpu_time_millis_training 10601.98834000039 usercpu_time_millis_training 10367.910027998732 usercpu_time_millis_training 10510.649771000317