8707587 1 Jan van Rijn 14967 Supervised Classification 7707 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,scaling=sklearn.preprocessing.data.StandardScaler,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 6685006 axis 0 7660 categorical_features [0, 1] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "median" 7660 strategy_nominal "most_frequent" 7660 verbose 0 7660 categorical_features [0, 1] 7661 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 7661 handle_unknown "ignore" 7661 n_values "auto" 7661 sparse true 7661 threshold 0.0 7662 copy true 7663 with_mean false 7663 with_std true 7663 C 108.17318962995274 7708 cache_size 200 7708 class_weight null 7708 coef0 0.5247499028014846 7708 decision_function_shape null 7708 degree 2 7708 gamma 0.007876683787640615 7708 kernel "poly" 7708 max_iter -1 7708 probability true 7708 random_state 9082 7708 shrinking false 7708 tol 0.002185663472027909 7708 verbose false 7708 openml-pimp openml-python Sklearn_0.18.1. study_71 23380 cjs https://www.openml.org/data/download/1910442/phpDAC5gS -1 18332033 description https://api.openml.org/data/download/18332033/description.xml -1 18332034 predictions https://api.openml.org/data/download/18332034/predictions.arff area_under_roc_curve 1 [1,1,1,1,1,1] average_cost 0 f_measure 1 [1,1,1,1,1,1] kappa 1 kb_relative_information_score 2781.9702280324373 mean_absolute_error 0.002842802705034328 mean_prior_absolute_error 0.27287997162595995 number_of_instances 2796 [576,341,680,511,414,274] precision 1 [1,1,1,1,1,1] predictive_accuracy 1 prior_entropy 2.5206634795042744 recall 1 [1,1,1,1,1,1] relative_absolute_error 0.01041777704715901 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.004210312720911543 root_relative_squared_error 0.011398609284831432 total_cost 0 area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] 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 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kb_relative_information_score 278.68648119232193 kb_relative_information_score 278.70121353040844 kb_relative_information_score 278.709757784983 kb_relative_information_score 278.6853315437946 kb_relative_information_score 278.3083608511119 kb_relative_information_score 278.58949197083274 kb_relative_information_score 277.5698821842962 kb_relative_information_score 277.5569105334864 kb_relative_information_score 277.5642489158014 kb_relative_information_score 277.5985495253983 mean_absolute_error 0.0028688423629028453 mean_absolute_error 0.0028387085035456437 mean_absolute_error 0.002820800900220523 mean_absolute_error 0.0028712084176934025 mean_absolute_error 0.002914148121715801 mean_absolute_error 0.002811430343829325 mean_absolute_error 0.0028307641550517834 mean_absolute_error 0.002857751427274938 mean_absolute_error 0.002842782234891451 mean_absolute_error 0.0027713456999927965 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] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 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 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] relative_absolute_error 0.01051223884993436 relative_absolute_error 0.010401819981637703 relative_absolute_error 0.010336201526675588 relative_absolute_error 0.010520908734837062 relative_absolute_error 0.010682193185296958 relative_absolute_error 0.010302939868440737 relative_absolute_error 0.010373859819076221 relative_absolute_error 0.010472759679187362 relative_absolute_error 0.010417902299735968 relative_absolute_error 0.010156109879595043 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 0.004240051976486497 root_mean_squared_error 0.004165397223597466 root_mean_squared_error 0.004185698582002456 root_mean_squared_error 0.004242795042541072 root_mean_squared_error 0.004430924758857239 root_mean_squared_error 0.004179222756876284 root_mean_squared_error 0.004186445177358748 root_mean_squared_error 0.004197051794499065 root_mean_squared_error 0.004145190803535667 root_mean_squared_error 0.004121712058161443 root_relative_squared_error 0.011478070549498723 root_relative_squared_error 0.011275975734324843 root_relative_squared_error 0.011330932707804262 root_relative_squared_error 0.011485496190946269 root_relative_squared_error 0.011999202329574932 root_relative_squared_error 0.011314582463194348 root_relative_squared_error 0.011334210408875096 root_relative_squared_error 0.011362926330212105 root_relative_squared_error 0.011222520004871719 root_relative_squared_error 0.011158954610143261 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 1372.2526419951464 usercpu_time_millis 1322.4585280040628 usercpu_time_millis 1255.7265180003014 usercpu_time_millis 1319.3317369950819 usercpu_time_millis 1273.368690002826 usercpu_time_millis 1432.0692160035833 usercpu_time_millis 1360.7043809970492 usercpu_time_millis 1321.3845439968281 usercpu_time_millis 2040.3733180064592 usercpu_time_millis 1337.9387439927086 usercpu_time_millis_testing 31.768647997523658 usercpu_time_millis_testing 34.17709600034868 usercpu_time_millis_testing 31.69331599929137 usercpu_time_millis_testing 34.19987199595198 usercpu_time_millis_testing 33.76514700357802 usercpu_time_millis_testing 34.36492000037106 usercpu_time_millis_testing 32.04864399594953 usercpu_time_millis_testing 33.95423699839739 usercpu_time_millis_testing 41.746686001715716 usercpu_time_millis_testing 32.24121599487262 usercpu_time_millis_training 1340.4839939976227 usercpu_time_millis_training 1288.2814320037141 usercpu_time_millis_training 1224.03320200101 usercpu_time_millis_training 1285.13186499913 usercpu_time_millis_training 1239.603542999248 usercpu_time_millis_training 1397.7042960032122 usercpu_time_millis_training 1328.6557370010996 usercpu_time_millis_training 1287.4303069984308 usercpu_time_millis_training 1998.6266320047434 usercpu_time_millis_training 1305.697527997836