10228439 6138 Felix Neutatz 9971 Supervised Classification 12415 sklearn.pipeline.C376aa59cf3db66(n1=sklearn.compose._column_transformer.C376aa59cf3d1c0(n2=sklearn.preprocessing._function_transformer.C376aa59cf3c78b),c=sklearn.linear_model.logistic.LogisticRegression)(1) 8153689 C 0.001 9801 class_weight "balanced" 9801 dual false 9801 fit_intercept true 9801 intercept_scaling 1 9801 max_iter 10000 9801 multi_class "auto" 9801 n_jobs null 9801 penalty "l2" 9801 random_state 10206 9801 solver "lbfgs" 9801 tol 0.0001 9801 verbose 0 9801 warm_start false 9801 memory null 12415 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "n1", "step_name": "n1"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "c", "step_name": "c"}}] 12415 n_jobs null 12416 remainder "drop" 12416 sparse_threshold 0.3 12416 transformer_weights null 12416 transformers [{"oml-python:serialized_object": "component_reference", "value": {"key": "n2", "step_name": "n2", "argument_1": [1]}}] 12416 accept_sparse false 12417 check_inverse true 12417 func {"oml-python:serialized_object": "function", "value": "fastsklearnfeature.candidates.Identity.identity"} 12417 inv_kw_args null 12417 inverse_func null 12417 kw_args null 12417 pass_y "deprecated" 12417 validate false 12417 ComplexityDriven openml-python Sklearn_0.20.3. 1480 ilpd https://www.openml.org/data/download/1590565/phpOJxGL9 -1 21378117 description https://api.openml.org/data/download/21378117/description.xml -1 21378118 predictions https://api.openml.org/data/download/21378118/predictions.arff area_under_roc_curve 0.5048796637494243 [0.50488,0.50488] average_cost 0 f_measure 0.6322362473084424 [0.756126,0.323625] kappa 0.08191743457982649 kb_relative_information_score -0.3951394746138266 mean_absolute_error 0.4999195331898533 mean_prior_absolute_error 0.40910410344372566 number_of_instances 583 [416,167] precision 0.6251037220628353 [0.734694,0.352113] predictive_accuracy 0.6415094339622641 prior_entropy 0.8640923064827097 recall 0.6415094339622641 [0.778846,0.299401] relative_absolute_error 1.2219861130251894 root_mean_prior_squared_error 0.4521025039976148 root_mean_squared_error 0.49992071067165617 root_relative_squared_error 1.1057685065913585 total_cost 0 area_under_roc_curve 0.4747899159663866 [0.47479,0.47479] area_under_roc_curve 0.45168067226890757 [0.451681,0.451681] area_under_roc_curve 0.5637254901960784 [0.563725,0.563725] area_under_roc_curve 0.5595408895265424 [0.559541,0.559541] area_under_roc_curve 0.5251076040172167 [0.525108,0.525108] area_under_roc_curve 0.5200860832137733 [0.520086,0.520086] area_under_roc_curve 0.5373027259684362 [0.537303,0.537303] area_under_roc_curve 0.6547619047619048 [0.654762,0.654762] area_under_roc_curve 0.49404761904761907 [0.494048,0.494048] area_under_roc_curve 0.6160714285714286 [0.616071,0.616071] 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 0.5723435753346022 [0.705882,0.242424] f_measure 0.5631961259079904 [0.733333,0.142857] f_measure 0.6592504547573861 [0.786517,0.344828] f_measure 0.6264846743295018 [0.725,0.388889] f_measure 0.6133518062397372 [0.738095,0.3125] f_measure 0.6171224732461355 [0.758621,0.275862] f_measure 0.6268010207420008 [0.752941,0.322581] f_measure 0.7241379310344828 [0.809524,0.5] f_measure 0.5993849375122686 [0.729412,0.258065] f_measure 0.7107030900134348 [0.818182,0.428571] kappa -0.05131860299358516 kappa -0.10798122065727724 kappa 0.13967766692248654 kappa 0.11511789181692099 kappa 0.05200594353640427 kappa 0.043956043956044 kappa 0.07866868381240559 kappa 0.30952380952380953 kappa -0.01213960546282259 kappa 0.2516129032258064 kb_relative_information_score -0.3915330406378283 kb_relative_information_score -0.39132319674271143 kb_relative_information_score -0.39068323659132637 kb_relative_information_score -0.3791234090480535 kb_relative_information_score -0.3790753664276535 kb_relative_information_score -0.37890013183335625 kb_relative_information_score -0.37893351938771586 kb_relative_information_score -0.4211354208601581 kb_relative_information_score -0.4218260382818432 kb_relative_information_score -0.42101122066043045 mean_absolute_error 0.5000749790355032 mean_absolute_error 0.5000119908425145 mean_absolute_error 0.4998192596011128 mean_absolute_error 0.49995950725106897 mean_absolute_error 0.49994506378071335 mean_absolute_error 0.4998920165925364 mean_absolute_error 0.49990207349271637 mean_absolute_error 0.499806781799575 mean_absolute_error 0.5000108945314331 mean_absolute_error 0.4997702196280796 mean_prior_absolute_error 0.40982181660147726 mean_prior_absolute_error 0.40982181660147726 mean_prior_absolute_error 0.40982181660147726 mean_prior_absolute_error 0.41193633952254605 mean_prior_absolute_error 0.41193633952254605 mean_prior_absolute_error 0.41193633952254605 mean_prior_absolute_error 0.41193633952254605 mean_prior_absolute_error 0.40459770114942495 mean_prior_absolute_error 0.40459770114942495 mean_prior_absolute_error 0.40459770114942495 number_of_instances 59 [42,17] number_of_instances 59 [42,17] number_of_instances 59 [42,17] number_of_instances 58 [41,17] number_of_instances 58 [41,17] number_of_instances 58 [41,17] number_of_instances 58 [41,17] number_of_instances 58 [42,16] number_of_instances 58 [42,16] number_of_instances 58 [42,16] precision 0.5686834844304297 [0.697674,0.25] precision 0.5417950693374421 [0.6875,0.181818] precision 0.6501682894578675 [0.744681,0.416667] precision 0.6336265065847644 [0.74359,0.368421] precision 0.607324244854317 [0.72093,0.333333] precision 0.6048225887056471 [0.717391,0.333333] precision 0.6187863860277654 [0.727273,0.357143] precision 0.7241379310344828 [0.809524,0.5] precision 0.5956161454156642 [0.72093,0.266667] precision 0.704647676161919 [0.782609,0.5] predictive_accuracy 0.576271186440678 predictive_accuracy 0.5932203389830508 predictive_accuracy 0.6779661016949153 predictive_accuracy 0.6206896551724138 predictive_accuracy 0.6206896551724138 predictive_accuracy 0.6379310344827587 predictive_accuracy 0.6379310344827587 predictive_accuracy 0.7241379310344827 predictive_accuracy 0.603448275862069 predictive_accuracy 0.7241379310344827 prior_entropy 0.866303894607806 prior_entropy 0.866303894607806 prior_entropy 0.866303894607806 prior_entropy 0.8728196644971457 prior_entropy 0.8728196644971457 prior_entropy 0.8728196644971457 prior_entropy 0.8728196644971457 prior_entropy 0.8502061101753194 prior_entropy 0.8502061101753194 prior_entropy 0.8502061101753194 recall 0.576271186440678 [0.714286,0.235294] recall 0.5932203389830508 [0.785714,0.117647] recall 0.6779661016949152 [0.833333,0.294118] recall 0.6206896551724138 [0.707317,0.411765] recall 0.6206896551724138 [0.756098,0.294118] recall 0.6379310344827587 [0.804878,0.235294] recall 0.6379310344827587 [0.780488,0.294118] recall 0.7241379310344828 [0.809524,0.5] recall 0.603448275862069 [0.738095,0.25] recall 0.7241379310344828 [0.857143,0.375] relative_absolute_error 1.2202253730230053 relative_absolute_error 1.2200716764884696 relative_absolute_error 1.219601395908973 relative_absolute_error 1.2136814825090352 relative_absolute_error 1.213646420124463 relative_absolute_error 1.2135176449155594 relative_absolute_error 1.2135420586397567 relative_absolute_error 1.2353178981978141 relative_absolute_error 1.2358223813703044 relative_absolute_error 1.2352275314671295 root_mean_prior_squared_error 0.4528955589080818 root_mean_prior_squared_error 0.4528955589080818 root_mean_prior_squared_error 0.4528955589080818 root_mean_prior_squared_error 0.4552240219932737 root_mean_prior_squared_error 0.4552240219932737 root_mean_prior_squared_error 0.4552240219932737 root_mean_prior_squared_error 0.4552240219932737 root_mean_prior_squared_error 0.44709089884117686 root_mean_prior_squared_error 0.44709089884117686 root_mean_prior_squared_error 0.44709089884117686 root_mean_squared_error 0.5000767096760727 root_mean_squared_error 0.50001354756883 root_mean_squared_error 0.4998201209693833 root_mean_squared_error 0.49996075377669497 root_mean_squared_error 0.499946360163015 root_mean_squared_error 0.4998931769078601 root_mean_squared_error 0.49990322710365914 root_mean_squared_error 0.49980733375442943 root_mean_squared_error 0.5000124171592555 root_mean_squared_error 0.499770812779779 root_relative_squared_error 1.1041766690796069 root_relative_squared_error 1.104037206225533 root_relative_squared_error 1.1036101174726358 root_relative_squared_error 1.0982741015896615 root_relative_squared_error 1.0982424828415627 root_relative_squared_error 1.0981256540878381 root_relative_squared_error 1.098147731560277 root_relative_squared_error 1.1179098815249633 root_relative_squared_error 1.1183685878089822 root_relative_squared_error 1.1178281957318839 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 5.715306999999559 usercpu_time_millis 3.610394999999933 usercpu_time_millis 4.481289999999749 usercpu_time_millis 2.5646669999996874 usercpu_time_millis 3.5433309999999274 usercpu_time_millis 2.5891809999998294 usercpu_time_millis 3.560922000000133 usercpu_time_millis 3.368371999999731 usercpu_time_millis 4.070311999999632 usercpu_time_millis 3.18058199999971 usercpu_time_millis_testing 0.818978999999942 usercpu_time_millis_testing 0.6761809999997759 usercpu_time_millis_testing 0.8351219999997994 usercpu_time_millis_testing 0.46387999999986107 usercpu_time_millis_testing 0.44804699999989595 usercpu_time_millis_testing 0.4524990000001061 usercpu_time_millis_testing 0.5173620000000767 usercpu_time_millis_testing 0.9027839999999898 usercpu_time_millis_testing 0.6667129999997634 usercpu_time_millis_testing 0.7064509999996638 usercpu_time_millis_training 4.896327999999617 usercpu_time_millis_training 2.934214000000157 usercpu_time_millis_training 3.6461679999999497 usercpu_time_millis_training 2.1007869999998263 usercpu_time_millis_training 3.0952840000000315 usercpu_time_millis_training 2.1366819999997233 usercpu_time_millis_training 3.043560000000056 usercpu_time_millis_training 2.465587999999741 usercpu_time_millis_training 3.4035989999998684 usercpu_time_millis_training 2.474131000000046