6158112 1 Jan van Rijn 14967 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) 4191451 axis 0 6947 categorical_features [0, 1] 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 [0, 1] 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 2247.208757722261 6953 cache_size 200 6953 class_weight null 6953 coef0 -0.7212983777784969 6953 decision_function_shape null 6953 degree 3 6953 gamma 0.21597086121900697 6953 kernel "sigmoid" 6953 max_iter -1 6953 probability true 6953 random_state 59783 6953 shrinking true 6953 tol 0.005112184763918211 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 23380 cjs https://www.openml.org/data/download/1910442/phpDAC5gS -1 13246991 description https://api.openml.org/data/download/13246991/description.xml -1 13246992 predictions https://api.openml.org/data/download/13246992/predictions.arff area_under_roc_curve 0.4979108142951993 [0.497917,0.498172,0.499433,0.498573,0.496094,0.495306] average_cost 0 kappa 0 kb_relative_information_score 0.5399090177385171 mean_absolute_error 0.27287107217162687 mean_prior_absolute_error 0.27287997162595995 number_of_instances 2796 [576,341,680,511,414,274] predictive_accuracy 0.24320457796852646 prior_entropy 2.5206634795042744 recall 0.24320457796852646 [0,0,1,0,0,0] relative_absolute_error 0.9999673869273731 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.36937131272169754 root_relative_squared_error 1.0000015566132037 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] 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 0.05217216292891771 kb_relative_information_score 0.05217216292891771 kb_relative_information_score 0.05217216292891771 kb_relative_information_score 0.05217216292891771 kb_relative_information_score 0.04877036167739287 kb_relative_information_score 0.051471184093329916 kb_relative_information_score 0.057744700625027796 kb_relative_information_score 0.057744700625027796 kb_relative_information_score 0.057744700625027796 kb_relative_information_score 0.057744718377034356 mean_absolute_error 0.27289318225184794 mean_absolute_error 0.27289318225184794 mean_absolute_error 0.27289318225184794 mean_absolute_error 0.27289318225184794 mean_absolute_error 0.2728038595212606 mean_absolute_error 0.27286803310216184 mean_absolute_error 0.27286650872861296 mean_absolute_error 0.27286650872861296 mean_absolute_error 0.27286650872861296 mean_absolute_error 0.2728665087074914 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272804289453111 mean_prior_absolute_error 0.27287651677373237 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,52,41,27] number_of_instances 280 [58,35,68,51,41,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] predictive_accuracy 0.24285714285714285 predictive_accuracy 0.24285714285714285 predictive_accuracy 0.24285714285714285 predictive_accuracy 0.24285714285714285 predictive_accuracy 0.24285714285714285 predictive_accuracy 0.24285714285714285 predictive_accuracy 0.24372759856630824 predictive_accuracy 0.24372759856630824 predictive_accuracy 0.24372759856630824 predictive_accuracy 0.24372759856630824 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 recall 0.24285714285714285 [0,0,1,0,0,0] recall 0.24285714285714285 [0,0,1,0,0,0] recall 0.24285714285714285 [0,0,1,0,0,0] recall 0.24285714285714285 [0,0,1,0,0,0] recall 0.24285714285714285 [0,0,1,0,0,0] recall 0.24285714285714285 [0,0,1,0,0,0] recall 0.24372759856630824 [0,0,1,0,0,0] recall 0.24372759856630824 [0,0,1,0,0,0] recall 0.24372759856630824 [0,0,1,0,0,0] recall 0.24372759856630824 [0,0,1,0,0,0] relative_absolute_error 0.999956759369439 relative_absolute_error 0.999956759369439 relative_absolute_error 0.999956759369439 relative_absolute_error 0.999956759369439 relative_absolute_error 0.9999984240282613 relative_absolute_error 0.9999689102174463 relative_absolute_error 0.9999698865127062 relative_absolute_error 0.9999698865127062 relative_absolute_error 0.9999698865127062 relative_absolute_error 0.9999698864353025 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36926827610333357 root_mean_prior_squared_error 0.36936606105183667 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_squared_error 0.3694050012325804 root_mean_squared_error 0.3694050012325804 root_mean_squared_error 0.3694050012325804 root_mean_squared_error 0.3694050012325804 root_mean_squared_error 0.3692689391091194 root_mean_squared_error 0.369366680997256 root_mean_squared_error 0.36936434550588176 root_mean_squared_error 0.36936434550588176 root_mean_squared_error 0.36936434550588176 root_mean_squared_error 0.369364345508143 root_relative_squared_error 1.000001105882369 root_relative_squared_error 1.000001105882369 root_relative_squared_error 1.000001105882369 root_relative_squared_error 1.000001105882369 root_relative_squared_error 1.0000017954582854 root_relative_squared_error 1.0000016784038512 root_relative_squared_error 1.0000019186066016 root_relative_squared_error 1.0000019186066016 root_relative_squared_error 1.0000019186066016 root_relative_squared_error 1.0000019186127236 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 3554.9124559999964 usercpu_time_millis 3377.064142000002 usercpu_time_millis 3378.4379220000033 usercpu_time_millis 3380.0207239999977 usercpu_time_millis 3371.6685089999955 usercpu_time_millis 3371.096999999999 usercpu_time_millis 3372.5609649999983 usercpu_time_millis 3376.342221999998 usercpu_time_millis 3372.730086000004 usercpu_time_millis 3365.014029000008 usercpu_time_millis_testing 101.33276599999874 usercpu_time_millis_testing 101.3822640000015 usercpu_time_millis_testing 101.14234400000299 usercpu_time_millis_testing 101.07533300000426 usercpu_time_millis_testing 101.32720000000006 usercpu_time_millis_testing 101.5437069999976 usercpu_time_millis_testing 100.52467100000229 usercpu_time_millis_testing 100.69379300000492 usercpu_time_millis_testing 100.42434400000388 usercpu_time_millis_testing 100.72664999999859 usercpu_time_millis_training 3453.5796899999978 usercpu_time_millis_training 3275.6818780000003 usercpu_time_millis_training 3277.295578 usercpu_time_millis_training 3278.9453909999934 usercpu_time_millis_training 3270.3413089999954 usercpu_time_millis_training 3269.5532930000013 usercpu_time_millis_training 3272.036293999996 usercpu_time_millis_training 3275.648428999993 usercpu_time_millis_training 3272.3057420000005 usercpu_time_millis_training 3264.2873790000094