10551443 8323 Heinrich Peters 3918 Supervised Classification 18601 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(2) 8275618 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "median" 12737 verbose 0 12737 C 0.001 13106 class_weight null 13106 dual false 13106 fit_intercept true 13106 intercept_scaling 1 13106 l1_ratio null 13106 max_iter 10000 13106 multi_class "warn" 13106 n_jobs null 13106 penalty "l2" 13106 random_state 1 13106 solver "lbfgs" 13106 tol 0.0001 13106 verbose 0 13106 warm_start false 13106 copy true 13294 with_mean true 13294 with_std true 13294 memory null 18601 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"}}] 18601 verbose false 18601 openml-python Sklearn_0.21.2. 1068 pc1 https://www.openml.org/data/download/53951/pc1.arff -1 22027841 description https://api.openml.org/data/download/22027841/description.xml -1 22027842 predictions https://api.openml.org/data/download/22027842/predictions.arff area_under_roc_curve 0.7201625893486359 [0.720163,0.720163] average_cost 0 f_measure 0.9014550053538173 [0.964937,0.050633] kappa 0.0472835985017689 kb_relative_information_score -0.09076197271580196 mean_absolute_error 0.12422260372686056 mean_prior_absolute_error 0.12988972477049396 weighted_recall 0.9323715058611362 [1,0.025974] number_of_instances 1109 [1032,77] precision 0.9369533821578071 [0.932249,1] predictive_accuracy 0.9323715058611362 prior_entropy 0.36380676688852276 relative_absolute_error 0.9563697509279753 root_mean_prior_squared_error 0.25418837468358885 root_mean_squared_error 0.24746825281964807 root_relative_squared_error 0.9735624342682629 total_cost 0 unweighted_recall 0.512987012987013 [1,0.025974] area_under_roc_curve 0.7266483516483517 [0.726648,0.726648] area_under_roc_curve 0.6881868131868132 [0.688187,0.688187] area_under_roc_curve 0.712378640776699 [0.712379,0.712379] area_under_roc_curve 0.5716019417475728 [0.571602,0.571602] area_under_roc_curve 0.5934466019417476 [0.593447,0.593447] area_under_roc_curve 0.6662621359223302 [0.666262,0.666262] area_under_roc_curve 0.8932038834951456 [0.893204,0.893204] area_under_roc_curve 0.787621359223301 [0.787621,0.787621] area_under_roc_curve 0.7827669902912622 [0.782767,0.782767] area_under_roc_curve 0.811373092926491 [0.811373,0.811373] 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 0.926433442788583 [0.971963,0.25] f_measure 0.9134486599275331 [0.967136,0.222222] kappa 0.23798627002288333 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0.20956256358087416 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.069743628689438 kb_relative_information_score -0.22940140848745763 kb_relative_information_score -0.0775647074543138 kb_relative_information_score -0.10257851137805321 kb_relative_information_score -0.12026693094852015 kb_relative_information_score -0.11545011904310973 kb_relative_information_score -0.04364180145025342 kb_relative_information_score -0.13062793268497522 kb_relative_information_score -0.053642417390507166 kb_relative_information_score -0.10339143018420455 mean_absolute_error 0.10998226646307888 mean_absolute_error 0.12332875047705946 mean_absolute_error 0.12672919338181868 mean_absolute_error 0.12780020068088777 mean_absolute_error 0.12760488937279887 mean_absolute_error 0.1275808158950683 mean_absolute_error 0.1226311324783637 mean_absolute_error 0.1294479706522903 mean_absolute_error 0.1264127678002169 mean_absolute_error 0.12067609957920683 mean_prior_absolute_error 0.12441514421712434 mean_prior_absolute_error 0.12441514421712434 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1249079453399885 number_of_instances 111 [104,7] number_of_instances 111 [104,7] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 110 [103,7] precision 0.9488943488943489 [0.945455,1] precision 0.940950040950041 [0.936364,1] predictive_accuracy 0.9459459459459459 predictive_accuracy 0.9369369369369369 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9369369369369369 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9363636363636364 prior_entropy 0.3400686187404258 prior_entropy 0.3400686187404258 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.3422054374333021 relative_absolute_error 0.8839942046857432 relative_absolute_error 0.9912679943675591 relative_absolute_error 0.9589134161884445 relative_absolute_error 0.9670173363705833 relative_absolute_error 0.9655394871973823 relative_absolute_error 0.9653573320036645 relative_absolute_error 0.9279048894566386 relative_absolute_error 0.9794854085661491 relative_absolute_error 0.9565191396423214 relative_absolute_error 0.966120283627571 root_mean_prior_squared_error 0.24318130946048286 root_mean_prior_squared_error 0.24318130946048286 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.24419244540685378 root_mean_squared_error 0.22257838269972985 root_mean_squared_error 0.24096871811231602 root_mean_squared_error 0.2533994234876676 root_mean_squared_error 0.25286946062642934 root_mean_squared_error 0.25734107199907 root_mean_squared_error 0.25473664044482125 root_mean_squared_error 0.23886523578856675 root_mean_squared_error 0.25774835821441067 root_mean_squared_error 0.2543487269964734 root_mean_squared_error 0.23939377379526722 root_relative_squared_error 0.915277507114086 root_relative_squared_error 0.9909014744880038 root_relative_squared_error 0.9798366988986378 root_relative_squared_error 0.97778745563933 root_relative_squared_error 0.9950781379377414 root_relative_squared_error 0.9850074061992897 root_relative_squared_error 0.9236363717619297 root_relative_squared_error 0.9966530191085571 root_relative_squared_error 0.983507435017603 root_relative_squared_error 0.9803488121690603 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 0.5714285714285714 [1,0.142857] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5625 [1,0.125] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] usercpu_time_millis 14.61993099655956 usercpu_time_millis 10.875510983169079 usercpu_time_millis 14.314024010673165 usercpu_time_millis 11.368601932190359 usercpu_time_millis 11.178257991559803 usercpu_time_millis 11.085594014730304 usercpu_time_millis 11.106688936706632 usercpu_time_millis 11.912225978448987 usercpu_time_millis 9.544962958898395 usercpu_time_millis 9.400163951795548 usercpu_time_millis_testing 0.5303309881128371 usercpu_time_millis_testing 0.5980670102871954 usercpu_time_millis_testing 0.9140410111285746 usercpu_time_millis_testing 0.6010769866406918 usercpu_time_millis_testing 0.5521320272237062 usercpu_time_millis_testing 0.5841189995408058 usercpu_time_millis_testing 0.5641019670292735 usercpu_time_millis_testing 0.5349639686755836 usercpu_time_millis_testing 0.49255898920819163 usercpu_time_millis_testing 0.520536967087537 usercpu_time_millis_training 14.089600008446723 usercpu_time_millis_training 10.277443972881883 usercpu_time_millis_training 13.39998299954459 usercpu_time_millis_training 10.767524945549667 usercpu_time_millis_training 10.626125964336097 usercpu_time_millis_training 10.501475015189499 usercpu_time_millis_training 10.542586969677359 usercpu_time_millis_training 11.377262009773403 usercpu_time_millis_training 9.052403969690204 usercpu_time_millis_training 8.879626984708011 wall_clock_time_millis 14.624595642089844 wall_clock_time_millis 10.88094711303711 wall_clock_time_millis 14.334917068481445 wall_clock_time_millis 11.373758316040039 wall_clock_time_millis 11.181831359863281 wall_clock_time_millis 11.09004020690918 wall_clock_time_millis 11.110782623291016 wall_clock_time_millis 11.919498443603516 wall_clock_time_millis 9.551048278808594 wall_clock_time_millis 9.402751922607422 wall_clock_time_millis_testing 0.5345344543457031 wall_clock_time_millis_testing 0.6017684936523438 wall_clock_time_millis_testing 0.9191036224365234 wall_clock_time_millis_testing 0.6048679351806641 wall_clock_time_millis_testing 0.5559921264648438 wall_clock_time_millis_testing 0.5877017974853516 wall_clock_time_millis_testing 0.568389892578125 wall_clock_time_millis_testing 0.5388259887695312 wall_clock_time_millis_testing 0.49591064453125 wall_clock_time_millis_testing 0.5228519439697266 wall_clock_time_millis_training 14.09006118774414 wall_clock_time_millis_training 10.279178619384766 wall_clock_time_millis_training 13.415813446044922 wall_clock_time_millis_training 10.768890380859375 wall_clock_time_millis_training 10.625839233398438 wall_clock_time_millis_training 10.502338409423828 wall_clock_time_millis_training 10.54239273071289 wall_clock_time_millis_training 11.380672454833984 wall_clock_time_millis_training 9.055137634277344 wall_clock_time_millis_training 8.879899978637695 weighted_recall 0.9459459459459459 [1,0.142857] weighted_recall 0.9369369369369369 [1,0] weighted_recall 0.9279279279279279 [1,0] weighted_recall 0.9279279279279279 [1,0] weighted_recall 0.9279279279279279 [1,0] weighted_recall 0.9279279279279279 [1,0] weighted_recall 0.9369369369369369 [1,0.125] weighted_recall 0.9279279279279279 [1,0] weighted_recall 0.9279279279279279 [1,0] weighted_recall 0.9363636363636364 [1,0]