6132805 1 Jan van Rijn 3950 Supervised Classification predictive_accuracy 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) 4166144 axis 0 6947 categorical_features [0] 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] 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 30780.338817204527 6953 cache_size 200 6953 class_weight null 6953 coef0 -0.6912209876323718 6953 decision_function_shape null 6953 degree 3 6953 gamma 0.43704473172809494 6953 kernel "sigmoid" 6953 max_iter -1 6953 probability true 6953 random_state 14159 6953 shrinking false 6953 tol 0.0018715902903442387 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 13196536 description https://api.openml.org/data/download/13196536/description.xml -1 13196537 predictions https://api.openml.org/data/download/13196537/predictions.arff area_under_roc_curve 0.690030721243607 [0.690031,0.690031] average_cost 0 kappa 0 kb_relative_information_score -2727.8019289582944 mean_absolute_error 0.2788065664510134 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] predictive_accuracy 0.8458623825401637 prior_entropy 0.6203559250859288 recall 0.8458623825401637 [1,0] relative_absolute_error 1.0689168453247615 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.3568032596472395 root_relative_squared_error 0.9881539670402292 total_cost 0 area_under_roc_curve 0.6700703165128677 [0.67007,0.67007] area_under_roc_curve 0.6949451823740249 [0.694945,0.694945] area_under_roc_curve 0.7026846580926277 [0.702685,0.702685] area_under_roc_curve 0.6989423009347108 [0.698942,0.698942] area_under_roc_curve 0.6871881369035069 [0.687188,0.687188] area_under_roc_curve 0.6818469323213157 [0.681847,0.681847] area_under_roc_curve 0.7059438470728794 [0.705944,0.705944] area_under_roc_curve 0.6978090519361867 [0.697809,0.697809] area_under_roc_curve 0.6867880336420739 [0.686788,0.686788] area_under_roc_curve 0.7184516838780652 [0.718452,0.718452] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -293.3796842406157 kb_relative_information_score -246.8760049983369 kb_relative_information_score -257.05352534608556 kb_relative_information_score -241.26539088640163 kb_relative_information_score -293.5815200073384 kb_relative_information_score -334.1525320706994 kb_relative_information_score -258.0027226409201 kb_relative_information_score -276.6779087778458 kb_relative_information_score -289.466388728797 kb_relative_information_score -237.3462512612466 mean_absolute_error 0.28182664150636905 mean_absolute_error 0.2739669634416484 mean_absolute_error 0.274828340072186 mean_absolute_error 0.2726379447251771 mean_absolute_error 0.28470594901685076 mean_absolute_error 0.291843378851044 mean_absolute_error 0.27622118674084806 mean_absolute_error 0.27925896231477004 mean_absolute_error 0.2811524732991908 mean_absolute_error 0.2716164848833652 mean_prior_absolute_error 0.2600651974288342 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.2602257782682673 mean_prior_absolute_error 0.2602257782682673 number_of_instances 660 [559,101] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 659 [558,101] number_of_instances 659 [558,101] predictive_accuracy 0.846969696969697 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8467374810318664 predictive_accuracy 0.8467374810318664 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 recall 0.8469696969696969 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8467374810318664 [1,0] recall 0.8467374810318664 [1,0] relative_absolute_error 1.083676879077562 relative_absolute_error 1.049227799304927 relative_absolute_error 1.0525266653254066 relative_absolute_error 1.044137976190487 relative_absolute_error 1.0903555398919296 relative_absolute_error 1.1176901852942354 relative_absolute_error 1.0578609341969918 relative_absolute_error 1.069494886481488 relative_absolute_error 1.080417455834641 relative_absolute_error 1.043772399071683 root_mean_prior_squared_error 0.360018747598774 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.3602416958959955 root_mean_prior_squared_error 0.3602416958959955 root_mean_squared_error 0.36027560924032 root_mean_squared_error 0.3542917364658726 root_mean_squared_error 0.35419174848734597 root_mean_squared_error 0.3549564223536862 root_mean_squared_error 0.3588052413792676 root_mean_squared_error 0.36215435950758224 root_mean_squared_error 0.35533962587699314 root_mean_squared_error 0.35832730121593376 root_mean_squared_error 0.35748044857685235 root_mean_squared_error 0.35208004516524344 root_relative_squared_error 1.0007134674048481 root_relative_squared_error 0.9801388877738328 root_relative_squared_error 0.9798622736279841 root_relative_squared_error 0.9819777240201967 root_relative_squared_error 0.9926253818984365 root_relative_squared_error 1.0018906302219057 root_relative_squared_error 0.9830378466154106 root_relative_squared_error 0.9913031728489529 root_relative_squared_error 0.9923350146565479 root_relative_squared_error 0.9773439587262314 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 17226.642945000094 usercpu_time_millis 16739.59177200004 usercpu_time_millis 17430.836502000147 usercpu_time_millis 17124.241527999857 usercpu_time_millis 17499.058550999962 usercpu_time_millis 17135.53808200004 usercpu_time_millis 16727.43236999986 usercpu_time_millis 16841.917075999845 usercpu_time_millis 16684.558165 usercpu_time_millis 16746.096127000328 usercpu_time_millis_testing 638.987231000101 usercpu_time_millis_testing 595.9426740000708 usercpu_time_millis_testing 597.1210450002218 usercpu_time_millis_testing 595.4231040000195 usercpu_time_millis_testing 600.6449470000916 usercpu_time_millis_testing 594.8060139999143 usercpu_time_millis_testing 596.3299270001698 usercpu_time_millis_testing 595.9029509999709 usercpu_time_millis_testing 595.4739320000044 usercpu_time_millis_testing 593.2029070004319 usercpu_time_millis_training 16587.655713999993 usercpu_time_millis_training 16143.649097999969 usercpu_time_millis_training 16833.715456999926 usercpu_time_millis_training 16528.818423999837 usercpu_time_millis_training 16898.41360399987 usercpu_time_millis_training 16540.732068000125 usercpu_time_millis_training 16131.10244299969 usercpu_time_millis_training 16246.014124999874 usercpu_time_millis_training 16089.084232999994 usercpu_time_millis_training 16152.893219999896