10558219 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) 8275907 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 100000.0 17462 class_weight null 17462 dual false 17462 fit_intercept true 17462 intercept_scaling 1 17462 l1_ratio null 17462 max_iter 724 17462 multi_class "auto" 17462 n_jobs null 17462 penalty "l2" 17462 random_state 1 17462 solver "liblinear" 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 22041401 description https://api.openml.org/data/download/22041401/description.xml -1 22041402 predictions https://api.openml.org/data/download/22041402/predictions.arff area_under_roc_curve 0.9221359566636126 [0.922136,0.922136] average_cost 0 f_measure 0.8668246522215716 [0.900568,0.80057] kappa 0.7011682157901338 kb_relative_information_score 0.5910607486628202 mean_absolute_error 0.1866693407528033 mean_prior_absolute_error 0.4472489877907172 weighted_recall 0.8672985781990521 [0.90701,0.789326] number_of_instances 1055 [699,356] precision 0.8665205831373405 [0.894217,0.812139] predictive_accuracy 0.8672985781990522 prior_entropy 0.9223489114631099 relative_absolute_error 0.4173723045744536 root_mean_prior_squared_error 0.4728367451299802 root_mean_squared_error 0.3174761767103633 root_relative_squared_error 0.6714287330251605 total_cost 0 unweighted_recall 0.8481679285013904 [0.90701,0.789326] area_under_roc_curve 0.9412698412698413 [0.94127,0.94127] area_under_roc_curve 0.9531746031746032 [0.953175,0.953175] area_under_roc_curve 0.8876984126984127 [0.887698,0.887698] area_under_roc_curve 0.9035714285714287 [0.903571,0.903571] area_under_roc_curve 0.9281746031746032 [0.928175,0.928175] area_under_roc_curve 0.8963265306122449 [0.896327,0.896327] area_under_roc_curve 0.966938775510204 [0.966939,0.966939] area_under_roc_curve 0.8893877551020408 [0.889388,0.889388] area_under_roc_curve 0.9571428571428572 [0.957143,0.957143] area_under_roc_curve 0.9017713365539454 [0.901771,0.901771] 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 0.8566142460684553 [0.893617,0.782609] 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 0.6762589928057553 kappa 0.8137931034482758 kappa 0.6571428571428571 kappa 0.7352941176470588 kappa 0.6522501461133839 kb_relative_information_score 0.5951927443257619 kb_relative_information_score 0.6362022199725713 kb_relative_information_score 0.5587558011586188 kb_relative_information_score 0.5537712327556847 kb_relative_information_score 0.56597060862949 kb_relative_information_score 0.5732939428845222 kb_relative_information_score 0.6523022605626712 kb_relative_information_score 0.5527273971712791 kb_relative_information_score 0.6461842731334672 kb_relative_information_score 0.5770852716516004 mean_absolute_error 0.18644544730696933 mean_absolute_error 0.17066826923350492 mean_absolute_error 0.2026226172826103 mean_absolute_error 0.2004818915438202 mean_absolute_error 0.1991469551352322 mean_absolute_error 0.19213967099485904 mean_absolute_error 0.16082443154823647 mean_absolute_error 0.20031215404014596 mean_absolute_error 0.16305736212439145 mean_absolute_error 0.1907468133017124 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 0.8562551781275891 [0.887324,0.794118] 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 0.8571428571428571 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 0.4162128074749438 relative_absolute_error 0.38099251288026176 relative_absolute_error 0.4523260268096871 relative_absolute_error 0.4475471626290631 relative_absolute_error 0.44456710793507986 relative_absolute_error 0.43088748000332194 relative_absolute_error 0.36066073015520317 relative_absolute_error 0.44921488009993077 relative_absolute_error 0.3656682427839072 relative_absolute_error 0.42481959894629107 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 0.30300669209914494 root_mean_squared_error 0.2860178372400646 root_mean_squared_error 0.32907066210095876 root_mean_squared_error 0.34362544384954474 root_mean_squared_error 0.3246103219187864 root_mean_squared_error 0.3303370432724761 root_mean_squared_error 0.2728130938866531 root_mean_squared_error 0.34589747572727725 root_mean_squared_error 0.2820824737392763 root_mean_squared_error 0.3460862356035251 root_relative_squared_error 0.639814994573173 root_relative_squared_error 0.6039421100366483 root_relative_squared_error 0.6948504748450389 root_relative_squared_error 0.7255836825539903 root_relative_squared_error 0.6854322256648614 root_relative_squared_error 0.700719958815501 root_relative_squared_error 0.5786985862039802 root_relative_squared_error 0.7337271731468527 root_relative_squared_error 0.5983610479255915 root_relative_squared_error 0.7290757900709728 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 0.8357142857142857 [0.9,0.771429] 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 57.45599999863771 usercpu_time_millis 50.923999999213265 usercpu_time_millis 63.072000000829576 usercpu_time_millis 42.82400000010966 usercpu_time_millis 41.70000000158325 usercpu_time_millis 41.671999999380205 usercpu_time_millis 43.3660000016971 usercpu_time_millis 41.64800000216928 usercpu_time_millis 41.570000001229346 usercpu_time_millis 43.62399999808986 usercpu_time_millis_testing 0.8639999978186097 usercpu_time_millis_testing 0.8019999986572657 usercpu_time_millis_testing 1.1479999993753154 usercpu_time_millis_testing 0.7479999985662289 usercpu_time_millis_testing 0.7420000001729932 usercpu_time_millis_testing 0.6959999991522636 usercpu_time_millis_testing 0.7500000028812792 usercpu_time_millis_testing 1.1080000003858004 usercpu_time_millis_testing 0.7640000003448222 usercpu_time_millis_testing 1.53399999908288 usercpu_time_millis_training 56.5920000008191 usercpu_time_millis_training 50.122000000556 usercpu_time_millis_training 61.92400000145426 usercpu_time_millis_training 42.076000001543434 usercpu_time_millis_training 40.958000001410255 usercpu_time_millis_training 40.97600000022794 usercpu_time_millis_training 42.61599999881582 usercpu_time_millis_training 40.54000000178348 usercpu_time_millis_training 40.806000000884524 usercpu_time_millis_training 42.08999999900698 wall_clock_time_millis 33.69474411010742 wall_clock_time_millis 27.739763259887695 wall_clock_time_millis 34.37304496765137 wall_clock_time_millis 22.541046142578125 wall_clock_time_millis 21.232128143310547 wall_clock_time_millis 21.214008331298828 wall_clock_time_millis 22.4912166595459 wall_clock_time_millis 21.57115936279297 wall_clock_time_millis 21.648168563842773 wall_clock_time_millis 24.145841598510742 wall_clock_time_millis_testing 0.4527568817138672 wall_clock_time_millis_testing 0.4646778106689453 wall_clock_time_millis_testing 0.6361007690429688 wall_clock_time_millis_testing 0.3769397735595703 wall_clock_time_millis_testing 0.40411949157714844 wall_clock_time_millis_testing 0.3509521484375 wall_clock_time_millis_testing 0.3771781921386719 wall_clock_time_millis_testing 0.6580352783203125 wall_clock_time_millis_testing 0.3859996795654297 wall_clock_time_millis_testing 1.096963882446289 wall_clock_time_millis_training 33.241987228393555 wall_clock_time_millis_training 27.27508544921875 wall_clock_time_millis_training 33.7369441986084 wall_clock_time_millis_training 22.164106369018555 wall_clock_time_millis_training 20.8280086517334 wall_clock_time_millis_training 20.863056182861328 wall_clock_time_millis_training 22.114038467407227 wall_clock_time_millis_training 20.913124084472656 wall_clock_time_millis_training 21.262168884277344 wall_clock_time_millis_training 23.048877716064453 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 0.8571428571428571 [0.9,0.771429] 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]