10558233 8323 Heinrich Peters 9957 Supervised Classification 18591 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(1) 8275918 copy true 17405 with_mean true 17405 with_std true 17405 add_indicator false 17407 copy true 17407 fill_value null 17407 missing_values NaN 17407 strategy "median" 17407 verbose 0 17407 C 500 17462 class_weight null 17462 dual false 17462 fit_intercept true 17462 intercept_scaling 1 17462 l1_ratio null 17462 max_iter 100 17462 multi_class "warn" 17462 n_jobs null 17462 penalty "l2" 17462 random_state 1 17462 solver "lbfgs" 17462 tol 0.0001 17462 verbose 0 17462 warm_start false 17462 memory null 18591 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "logisticregression", "step_name": "logisticregression"}}] 18591 verbose false 18591 openml-python Sklearn_0.21.2. 1494 qsar-biodeg https://www.openml.org/data/download/1592286/phpGUrE90 -1 22041429 description https://api.openml.org/data/download/22041429/description.xml -1 22041430 predictions https://api.openml.org/data/download/22041430/predictions.arff area_under_roc_curve 0.9223489415055215 [0.922349,0.922349] average_cost 0 f_measure 0.865922653111925 [0.899787,0.799431] kappa 0.699242419647352 kb_relative_information_score 0.5911075691323578 mean_absolute_error 0.18665356421825846 mean_prior_absolute_error 0.4472489877907172 weighted_recall 0.8663507109004739 [0.905579,0.789326] number_of_instances 1055 [699,356] precision 0.865631823951231 [0.894068,0.809798] predictive_accuracy 0.8663507109004739 prior_entropy 0.9223489114631099 relative_absolute_error 0.41733702996237954 root_mean_prior_squared_error 0.4728367451299802 root_mean_squared_error 0.3174168358975728 root_relative_squared_error 0.6713032334454394 total_cost 0 unweighted_recall 0.84745262091913 [0.905579,0.789326] area_under_roc_curve 0.9412698412698413 [0.94127,0.94127] area_under_roc_curve 0.9531746031746032 [0.953175,0.953175] area_under_roc_curve 0.8892857142857142 [0.889286,0.889286] area_under_roc_curve 0.9031746031746032 [0.903175,0.903175] area_under_roc_curve 0.9281746031746032 [0.928175,0.928175] area_under_roc_curve 0.8963265306122449 [0.896327,0.896327] area_under_roc_curve 0.966530612244898 [0.966531,0.966531] area_under_roc_curve 0.8902040816326531 [0.890204,0.890204] area_under_roc_curve 0.9567346938775511 [0.956735,0.956735] area_under_roc_curve 0.9021739130434783 [0.902174,0.902174] 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 0.8694579122612301 [0.897059,0.815789] f_measure 0.8867924528301887 [0.914286,0.833333] f_measure 0.8827766445690974 [0.918919,0.8125] f_measure 0.8479632512053453 [0.887324,0.771429] f_measure 0.8330107274010021 [0.885906,0.730159] f_measure 0.8476190476190476 [0.885714,0.771429] f_measure 0.9155555555555555 [0.933333,0.88] f_measure 0.8476190476190476 [0.885714,0.771429] f_measure 0.8838383838383839 [0.916667,0.818182] f_measure 0.8403085636168344 [0.87218,0.779221] kappa 0.7132921174652241 kappa 0.7476190476190477 kappa 0.7332214765100672 kappa 0.6588897827835881 kappa 0.619349387410224 kappa 0.6571428571428571 kappa 0.8137931034482758 kappa 0.6571428571428571 kappa 0.7352941176470588 kappa 0.6522501461133839 kb_relative_information_score 0.5951955881307167 kb_relative_information_score 0.6360654076808442 kb_relative_information_score 0.5587375489848834 kb_relative_information_score 0.5539494185966056 kb_relative_information_score 0.5659232440193267 kb_relative_information_score 0.5733038254759472 kb_relative_information_score 0.6522551396069085 kb_relative_information_score 0.5527932887906924 kb_relative_information_score 0.6460644647522004 kb_relative_information_score 0.5776648134987151 mean_absolute_error 0.18648241614424518 mean_absolute_error 0.17069072784862857 mean_absolute_error 0.20265176529401166 mean_absolute_error 0.20043091819069683 mean_absolute_error 0.1991420647494881 mean_absolute_error 0.19214175851041723 mean_absolute_error 0.16083883387225745 mean_absolute_error 0.20029189707894077 mean_absolute_error 0.16312082234091044 mean_absolute_error 0.1904955803326477 mean_prior_absolute_error 0.44795701611895594 mean_prior_absolute_error 0.44795701611895594 mean_prior_absolute_error 0.44795701611895594 mean_prior_absolute_error 0.44795701611895594 mean_prior_absolute_error 0.44795701611895594 mean_prior_absolute_error 0.4459161147902875 mean_prior_absolute_error 0.4459161147902875 mean_prior_absolute_error 0.4459161147902875 mean_prior_absolute_error 0.4459161147902875 mean_prior_absolute_error 0.4490066225165568 number_of_instances 106 [70,36] number_of_instances 106 [70,36] number_of_instances 106 [70,36] number_of_instances 106 [70,36] number_of_instances 106 [70,36] number_of_instances 105 [70,35] number_of_instances 105 [70,35] number_of_instances 105 [70,35] number_of_instances 105 [70,35] number_of_instances 105 [69,36] precision 0.8735563178959405 [0.924242,0.775] precision 0.8867924528301887 [0.914286,0.833333] precision 0.8910774759831365 [0.871795,0.928571] precision 0.8475305216426193 [0.875,0.794118] precision 0.841015842687684 [0.835443,0.851852] precision 0.8476190476190476 [0.885714,0.771429] precision 0.9211538461538461 [0.969231,0.825] precision 0.8476190476190476 [0.885714,0.771429] precision 0.8849171752397559 [0.891892,0.870968] precision 0.8464067944250872 [0.90625,0.731707] predictive_accuracy 0.8679245283018868 predictive_accuracy 0.8867924528301887 predictive_accuracy 0.8867924528301887 predictive_accuracy 0.8490566037735848 predictive_accuracy 0.839622641509434 predictive_accuracy 0.8476190476190476 predictive_accuracy 0.9142857142857143 predictive_accuracy 0.8476190476190476 predictive_accuracy 0.8857142857142857 predictive_accuracy 0.8380952380952381 prior_entropy 0.9244684601250366 prior_entropy 0.9244684601250366 prior_entropy 0.9244684601250366 prior_entropy 0.9244684601250366 prior_entropy 0.9244684601250366 prior_entropy 0.9183588321514313 prior_entropy 0.9183588321514313 prior_entropy 0.9183588321514313 prior_entropy 0.9183588321514313 prior_entropy 0.9276105545114621 relative_absolute_error 0.4162953351192168 relative_absolute_error 0.3810426485279143 relative_absolute_error 0.45239109557823526 relative_absolute_error 0.4474333719052008 relative_absolute_error 0.4445561908480199 relative_absolute_error 0.43089216141197484 relative_absolute_error 0.3606930284362997 relative_absolute_error 0.44916945236019834 relative_absolute_error 0.3658105570318433 relative_absolute_error 0.4242600682924745 root_mean_prior_squared_error 0.4735848560430875 root_mean_prior_squared_error 0.4735848560430875 root_mean_prior_squared_error 0.4735848560430875 root_mean_prior_squared_error 0.4735848560430875 root_mean_prior_squared_error 0.4735848560430875 root_mean_prior_squared_error 0.47142519506776837 root_mean_prior_squared_error 0.47142519506776837 root_mean_prior_squared_error 0.47142519506776837 root_mean_prior_squared_error 0.47142519506776837 root_mean_prior_squared_error 0.4746917128736847 root_mean_squared_error 0.3030195382940209 root_mean_squared_error 0.28598556727229363 root_mean_squared_error 0.32901675867398916 root_mean_squared_error 0.34349776976692453 root_mean_squared_error 0.3246502257998316 root_mean_squared_error 0.3302459521902426 root_mean_squared_error 0.2727992073227542 root_mean_squared_error 0.34580710393927594 root_mean_squared_error 0.2821408577286076 root_mean_squared_error 0.34583731905214127 root_relative_squared_error 0.6398421200074264 root_relative_squared_error 0.6038739702569252 root_relative_squared_error 0.6947366548478794 root_relative_squared_error 0.7253140918333599 root_relative_squared_error 0.6855164848647408 root_relative_squared_error 0.7005267339238606 root_relative_squared_error 0.5786691296453487 root_relative_squared_error 0.733535474041784 root_relative_squared_error 0.598484893638426 root_relative_squared_error 0.7285514148930772 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 unweighted_recall 0.8662698412698413 [0.871429,0.861111] unweighted_recall 0.8738095238095238 [0.914286,0.833333] unweighted_recall 0.8468253968253968 [0.971429,0.722222] unweighted_recall 0.825 [0.9,0.75] unweighted_recall 0.7908730158730158 [0.942857,0.638889] unweighted_recall 0.8285714285714285 [0.885714,0.771429] unweighted_recall 0.9214285714285715 [0.9,0.942857] unweighted_recall 0.8285714285714285 [0.885714,0.771429] unweighted_recall 0.8571428571428572 [0.942857,0.771429] unweighted_recall 0.8369565217391304 [0.84058,0.833333] usercpu_time_millis 84.32199999879231 usercpu_time_millis 95.57199999835575 usercpu_time_millis 99.00399999969522 usercpu_time_millis 97.42000000551343 usercpu_time_millis 96.41800000099465 usercpu_time_millis 104.27200000049197 usercpu_time_millis 97.75599999920814 usercpu_time_millis 89.81599999970058 usercpu_time_millis 100.02199999871664 usercpu_time_millis 95.59200000512647 usercpu_time_millis_testing 3.285999999206979 usercpu_time_millis_testing 1.8940000009024516 usercpu_time_millis_testing 1.9339999998919666 usercpu_time_millis_testing 1.9320000028528739 usercpu_time_millis_testing 2.0939999994880054 usercpu_time_millis_testing 2.2519999984069727 usercpu_time_millis_testing 1.3099999996484257 usercpu_time_millis_testing 1.2199999982840382 usercpu_time_millis_testing 1.9339999998919666 usercpu_time_millis_testing 1.2540000025182962 usercpu_time_millis_training 81.03599999958533 usercpu_time_millis_training 93.6779999974533 usercpu_time_millis_training 97.06999999980326 usercpu_time_millis_training 95.48800000266056 usercpu_time_millis_training 94.32400000150665 usercpu_time_millis_training 102.020000002085 usercpu_time_millis_training 96.44599999955972 usercpu_time_millis_training 88.59600000141654 usercpu_time_millis_training 98.08799999882467 usercpu_time_millis_training 94.33800000260817 wall_clock_time_millis 24.677276611328125 wall_clock_time_millis 27.168989181518555 wall_clock_time_millis 26.30615234375 wall_clock_time_millis 27.14085578918457 wall_clock_time_millis 26.370763778686523 wall_clock_time_millis 27.64105796813965 wall_clock_time_millis 26.65400505065918 wall_clock_time_millis 23.427963256835938 wall_clock_time_millis 27.769088745117188 wall_clock_time_millis 25.617122650146484 wall_clock_time_millis_testing 1.3151168823242188 wall_clock_time_millis_testing 0.49614906311035156 wall_clock_time_millis_testing 0.5171298980712891 wall_clock_time_millis_testing 0.5109310150146484 wall_clock_time_millis_testing 0.5497932434082031 wall_clock_time_millis_testing 0.6389617919921875 wall_clock_time_millis_testing 0.3299713134765625 wall_clock_time_millis_testing 0.31113624572753906 wall_clock_time_millis_testing 0.49591064453125 wall_clock_time_millis_testing 0.3161430358886719 wall_clock_time_millis_training 23.362159729003906 wall_clock_time_millis_training 26.672840118408203 wall_clock_time_millis_training 25.78902244567871 wall_clock_time_millis_training 26.629924774169922 wall_clock_time_millis_training 25.82097053527832 wall_clock_time_millis_training 27.00209617614746 wall_clock_time_millis_training 26.324033737182617 wall_clock_time_millis_training 23.1168270111084 wall_clock_time_millis_training 27.273178100585938 wall_clock_time_millis_training 25.300979614257812 weighted_recall 0.8679245283018868 [0.871429,0.861111] weighted_recall 0.8867924528301887 [0.914286,0.833333] weighted_recall 0.8867924528301887 [0.971429,0.722222] weighted_recall 0.8490566037735849 [0.9,0.75] weighted_recall 0.839622641509434 [0.942857,0.638889] weighted_recall 0.8476190476190476 [0.885714,0.771429] weighted_recall 0.9142857142857143 [0.9,0.942857] weighted_recall 0.8476190476190476 [0.885714,0.771429] weighted_recall 0.8857142857142857 [0.942857,0.771429] weighted_recall 0.8380952380952381 [0.84058,0.833333]