8706780 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) 6684199 axis 0 7660 categorical_features [0, 1] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "most_frequent" 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 13.63518928654691 7708 cache_size 200 7708 class_weight null 7708 coef0 -0.70424750846607 7708 decision_function_shape null 7708 degree 4 7708 gamma 5.7747552378063355e-05 7708 kernel "sigmoid" 7708 max_iter -1 7708 probability true 7708 random_state 53010 7708 shrinking true 7708 tol 0.0006394296318169458 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 18330428 description https://api.openml.org/data/download/18330428/description.xml -1 18330429 predictions https://api.openml.org/data/download/18330429/predictions.arff area_under_roc_curve 0.9999998309764693 [1,1,0.999999,1,1,1] average_cost 0 f_measure 0.9996423024538498 [1,1,0.999265,0.999021,1,1] kappa 0.999563083834305 kb_relative_information_score 2785.612692067753 mean_absolute_error 0.0018953379159833842 mean_prior_absolute_error 0.27287997162595995 number_of_instances 2796 [576,341,680,511,414,274] precision 0.9996428713979905 [1,1,0.998532,1,1,1] predictive_accuracy 0.9996423462088698 prior_entropy 2.5206634795042744 recall 0.9996423462088698 [1,1,1,0.998043,1,1] relative_absolute_error 0.006945683498462643 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.011758414818497567 root_relative_squared_error 0.0318336392589879 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 0.9964111080286273 [1,1,0.992701,0.990099,1,1] 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 0.9956201629487764 kappa 1 kb_relative_information_score 279.1144488255225 kb_relative_information_score 279.32608663960417 kb_relative_information_score 279.39382743326 kb_relative_information_score 279.3905771033313 kb_relative_information_score 278.21138222623455 kb_relative_information_score 279.06836490580923 kb_relative_information_score 278.15048272129167 kb_relative_information_score 277.9350622418235 kb_relative_information_score 276.71439417341486 kb_relative_information_score 278.30806579746064 mean_absolute_error 0.001839799573888091 mean_absolute_error 0.001537605045384217 mean_absolute_error 0.0014074201994144094 mean_absolute_error 0.0014139530554972122 mean_absolute_error 0.0025134584068690945 mean_absolute_error 0.0018111380880924018 mean_absolute_error 0.0016237335826679584 mean_absolute_error 0.0019503634616474287 mean_absolute_error 0.003560131493128613 mean_absolute_error 0.0012988180207238042 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 0.9964677159628071 [1,1,0.985507,1,1,1] 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 0.996415770609319 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 0.996415770609319 [1,1,1,0.980392,1,1] recall 1 [1,1,1,1,1,1] relative_absolute_error 0.0067415389589930005 relative_absolute_error 0.005634213891622751 relative_absolute_error 0.005157180293272029 relative_absolute_error 0.0051811185006837394 relative_absolute_error 0.009213412340061837 relative_absolute_error 0.006637207589373426 relative_absolute_error 0.005950472610041818 relative_absolute_error 0.007147468329804587 relative_absolute_error 0.01304676158954653 relative_absolute_error 0.004759759322737468 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 0.012424502800742008 root_mean_squared_error 0.004391585688515823 root_mean_squared_error 0.0024503804414183383 root_mean_squared_error 0.002510975036295332 root_mean_squared_error 0.020961026242428467 root_mean_squared_error 0.0047804916543233485 root_mean_squared_error 0.0034220415998791943 root_mean_squared_error 0.011257522373230869 root_mean_squared_error 0.024288100258567705 root_mean_squared_error 0.0025918971410820724 root_relative_squared_error 0.03363386120741235 root_relative_squared_error 0.011888281237232156 root_relative_squared_error 0.006633324245948919 root_relative_squared_error 0.006797357384875852 root_relative_squared_error 0.05676367995544485 root_relative_squared_error 0.01294242259483731 root_relative_squared_error 0.009264695434379185 root_relative_squared_error 0.03047815553655908 root_relative_squared_error 0.06575660903223382 root_relative_squared_error 0.007017196287213825 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 4622.505465998984 usercpu_time_millis 4529.8153960029595 usercpu_time_millis 4406.411585005117 usercpu_time_millis 4389.335531999677 usercpu_time_millis 4675.034413001413 usercpu_time_millis 4418.307513999025 usercpu_time_millis 4433.336516001873 usercpu_time_millis 4568.763163999392 usercpu_time_millis 3368.2419289980317 usercpu_time_millis 4425.816033999581 usercpu_time_millis_testing 130.34514299943112 usercpu_time_millis_testing 130.2174920019752 usercpu_time_millis_testing 130.66755200270563 usercpu_time_millis_testing 130.6959059984365 usercpu_time_millis_testing 130.1045910004177 usercpu_time_millis_testing 132.1268819992838 usercpu_time_millis_testing 129.1533840012562 usercpu_time_millis_testing 129.42264400044223 usercpu_time_millis_testing 98.78791099981754 usercpu_time_millis_testing 129.33482399967033 usercpu_time_millis_training 4492.160322999553 usercpu_time_millis_training 4399.597904000984 usercpu_time_millis_training 4275.744033002411 usercpu_time_millis_training 4258.639626001241 usercpu_time_millis_training 4544.929822000995 usercpu_time_millis_training 4286.180631999741 usercpu_time_millis_training 4304.183132000617 usercpu_time_millis_training 4439.34051999895 usercpu_time_millis_training 3269.454017998214 usercpu_time_millis_training 4296.481209999911