10587931 31892 Young Lee 14951 Supervised Classification 19001 sklearn.linear_model._logistic.LogisticRegression(6) 8304041 Python_3.6.13. Sklearn_0.24.2. NumPy_1.19.5. SciPy_1.5.4. C 1.0 19001 class_weight null 19001 dual false 19001 fit_intercept true 19001 intercept_scaling 1 19001 l1_ratio null 19001 max_iter 100 19001 multi_class "auto" 19001 n_jobs null 19001 penalty "l2" 19001 random_state 21051 19001 solver "lbfgs" 19001 tol 0.0001 19001 verbose 0 19001 warm_start false 19001 openml-python Sklearn_0.24.2. 1471 eeg-eye-state https://www.openml.org/data/download/1587924/phplE7q6h -1 22103407 description https://api.openml.org/data/download/22103407/description.xml -1 22103408 predictions https://api.openml.org/data/download/22103408/predictions.arff area_under_roc_curve 0.670463318157644 [0.670463,0.670463] average_cost 0 f_measure 0.6285903268259686 [0.698632,0.542567] kappa 0.24955594323686836 kb_relative_information_score 0.10629043701464337 mean_absolute_error 0.44997521589953654 mean_prior_absolute_error 0.4947574918117115 weighted_recall 0.636648865153538 [0.764079,0.480143] number_of_instances 14980 [8257,6723] precision 0.6345973606148166 [0.643513,0.623648] predictive_accuracy 0.636648865153538 prior_entropy 0.9924223735239917 relative_absolute_error 0.909486411720234 root_mean_prior_squared_error 0.4973714869043071 root_mean_squared_error 0.4745893559167902 root_relative_squared_error 0.9541949396228656 total_cost 0 unweighted_recall 0.6221108783498344 [0.764079,0.480143] area_under_roc_curve 0.679356912256428 [0.679357,0.679357] area_under_roc_curve 0.6810972270264037 [0.681097,0.681097] area_under_roc_curve 0.6594045457165917 [0.659405,0.659405] area_under_roc_curve 0.6783588435374148 [0.678359,0.678359] area_under_roc_curve 0.659932405165456 [0.659932,0.659932] area_under_roc_curve 0.6749052375187363 [0.674905,0.674905] area_under_roc_curve 0.6494761040009225 [0.649476,0.649476] area_under_roc_curve 0.6591183754333828 [0.659118,0.659118] area_under_roc_curve 0.6794776892250889 [0.679478,0.679478] area_under_roc_curve 0.6836381647080013 [0.683638,0.683638] 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 0.6301460604242473 [0.701928,0.541914] f_measure 0.6477613007252364 [0.716566,0.563189] f_measure 0.61704256075212 [0.681331,0.538021] f_measure 0.6295761531258802 [0.692913,0.551724] f_measure 0.6335308175478133 [0.702822,0.54836] f_measure 0.6326070380493722 [0.702762,0.546374] f_measure 0.6075287922323336 [0.694295,0.500879] f_measure 0.6212348696721419 [0.694598,0.531303] f_measure 0.6279666653626794 [0.698395,0.541632] f_measure 0.6373474474599974 [0.700337,0.560132] kappa 0.253099880004645 kappa 0.28879338160323176 kappa 0.22458795613416277 kappa 0.2501347708894878 kappa 0.2594630820584863 kappa 0.257768379793187 kappa 0.21100869790990526 kappa 0.2354903907981598 kappa 0.24864667867982831 kappa 0.26637722788076873 kb_relative_information_score 0.10847203045557521 kb_relative_information_score 0.1079607411660673 kb_relative_information_score 0.10088398488997308 kb_relative_information_score 0.1089277096070445 kb_relative_information_score 0.09858345999463036 kb_relative_information_score 0.11693225264692117 kb_relative_information_score 0.09557819271168069 kb_relative_information_score 0.10315508621322794 kb_relative_information_score 0.11380707672605558 kb_relative_information_score 0.10860250084374348 mean_absolute_error 0.44936088967076704 mean_absolute_error 0.4499816653205051 mean_absolute_error 0.45179912317171494 mean_absolute_error 0.44926824635216384 mean_absolute_error 0.45322400463623636 mean_absolute_error 0.44503174627861264 mean_absolute_error 0.4540353191562206 mean_absolute_error 0.4512066676017139 mean_absolute_error 0.4466029049623923 mean_absolute_error 0.44924159184500895 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.494736986564547 mean_prior_absolute_error 0.49480533738838384 mean_prior_absolute_error 0.49480533738838384 mean_prior_absolute_error 0.49480533738838384 number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [826,672] number_of_instances 1498 [825,673] number_of_instances 1498 [825,673] number_of_instances 1498 [825,673] precision 0.6371759664593212 [0.644085,0.628684] precision 0.6559791873474108 [0.656912,0.654832] precision 0.6195423260440435 [0.637804,0.597096] precision 0.6328498329597835 [0.647059,0.615385] precision 0.6397901530773078 [0.647299,0.630561] precision 0.639167810093316 [0.646341,0.63035] precision 0.6189833941679034 [0.625,0.611588] precision 0.6279718041460093 [0.637007,0.616896] precision 0.6342389693992175 [0.642566,0.624031] precision 0.6414476105604421 [0.652038,0.628466] predictive_accuracy 0.6388518024032043 predictive_accuracy 0.6562082777036048 predictive_accuracy 0.62283044058745 predictive_accuracy 0.6355140186915889 predictive_accuracy 0.6415220293724967 predictive_accuracy 0.6408544726301736 predictive_accuracy 0.6208277703604806 predictive_accuracy 0.630173564753004 predictive_accuracy 0.636181575433912 predictive_accuracy 0.6435246995994659 prior_entropy 0.9923629998200836 prior_entropy 0.9923629998200836 prior_entropy 0.9923629998200836 prior_entropy 0.9923629998200836 prior_entropy 0.9923629998200836 prior_entropy 0.9923629998200836 prior_entropy 0.9923629998200836 prior_entropy 0.992560912165838 prior_entropy 0.992560912165838 prior_entropy 0.992560912165838 relative_absolute_error 0.9082823841231853 relative_absolute_error 0.9095371430488293 relative_absolute_error 0.9132107269945743 relative_absolute_error 0.9080951264062184 relative_absolute_error 0.9160908057095615 relative_absolute_error 0.8995319904600473 relative_absolute_error 0.9177306962817583 relative_absolute_error 0.9118872281839426 relative_absolute_error 0.9025830386543378 relative_absolute_error 0.907915816381724 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4973508728636661 root_mean_prior_squared_error 0.4974195830102464 root_mean_prior_squared_error 0.4974195830102464 root_mean_prior_squared_error 0.4974195830102464 root_mean_squared_error 0.4732161609451011 root_mean_squared_error 0.47343295251282447 root_mean_squared_error 0.47663707204363925 root_mean_squared_error 0.47360645126734013 root_mean_squared_error 0.4767355433921256 root_mean_squared_error 0.4724766058445038 root_mean_squared_error 0.4776805131457475 root_mean_squared_error 0.47693604063279826 root_mean_squared_error 0.47259456171323433 root_mean_squared_error 0.47253476295802865 root_relative_squared_error 0.9514734702693872 root_relative_squared_error 0.9519093628746923 root_relative_squared_error 0.9583517352633563 root_relative_squared_error 0.9522582086573823 root_relative_squared_error 0.9585497269707385 root_relative_squared_error 0.94998648162425 root_relative_squared_error 0.9604497331940732 root_relative_squared_error 0.9588203941358975 root_relative_squared_error 0.9500923925295062 root_relative_squared_error 0.9499721745942898 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 0.6236884584342212 [0.771186,0.47619] unweighted_recall 0.6410916061339791 [0.788136,0.494048] unweighted_recall 0.6104091000807103 [0.731235,0.489583] unweighted_recall 0.6228813559322034 [0.745763,0.5] unweighted_recall 0.6269420903954802 [0.768765,0.485119] unweighted_recall 0.6260593220338984 [0.769976,0.482143] unweighted_recall 0.602489406779661 [0.780872,0.424107] unweighted_recall 0.6151019856814806 [0.763636,0.466568] unweighted_recall 0.6216515826917016 [0.764848,0.478455] unweighted_recall 0.6307821153586384 [0.756364,0.505201] usercpu_time_millis 7162.270323999998 usercpu_time_millis 11274.629313000003 usercpu_time_millis 9599.537184999996 usercpu_time_millis 8139.793011000002 usercpu_time_millis 6980.292069999998 usercpu_time_millis 6571.420860999992 usercpu_time_millis 7617.451266999992 usercpu_time_millis 6167.568512000003 usercpu_time_millis 6982.896585999996 usercpu_time_millis 9452.818660000006 usercpu_time_millis_testing 100.09737699999732 usercpu_time_millis_testing 57.036252999999704 usercpu_time_millis_testing 16.482347999996705 usercpu_time_millis_testing 50.720945000001905 usercpu_time_millis_testing 20.372949000005747 usercpu_time_millis_testing 44.153788999992116 usercpu_time_millis_testing 15.316356999989011 usercpu_time_millis_testing 27.182823000003964 usercpu_time_millis_testing 33.307370000002834 usercpu_time_millis_testing 26.676936000001206 usercpu_time_millis_training 7062.172947000001 usercpu_time_millis_training 11217.593060000003 usercpu_time_millis_training 9583.054837 usercpu_time_millis_training 8089.072066 usercpu_time_millis_training 6959.919120999992 usercpu_time_millis_training 6527.267072000001 usercpu_time_millis_training 7602.134910000003 usercpu_time_millis_training 6140.385688999999 usercpu_time_millis_training 6949.589215999993 usercpu_time_millis_training 9426.141724000005 wall_clock_time_millis 1987.1015548706055 wall_clock_time_millis 3047.9421615600586 wall_clock_time_millis 2582.5204849243164 wall_clock_time_millis 2331.772804260254 wall_clock_time_millis 1878.7190914154053 wall_clock_time_millis 1837.7346992492676 wall_clock_time_millis 2297.5833415985107 wall_clock_time_millis 1787.8525257110596 wall_clock_time_millis 1971.1534976959229 wall_clock_time_millis 2649.284839630127 wall_clock_time_millis_testing 28.925418853759766 wall_clock_time_millis_testing 15.357017517089844 wall_clock_time_millis_testing 5.330085754394531 wall_clock_time_millis_testing 12.808799743652344 wall_clock_time_millis_testing 3.943920135498047 wall_clock_time_millis_testing 10.83683967590332 wall_clock_time_millis_testing 4.125356674194336 wall_clock_time_millis_testing 10.677099227905273 wall_clock_time_millis_testing 9.109973907470703 wall_clock_time_millis_testing 6.165981292724609 wall_clock_time_millis_training 1958.1761360168457 wall_clock_time_millis_training 3032.5851440429688 wall_clock_time_millis_training 2577.190399169922 wall_clock_time_millis_training 2318.9640045166016 wall_clock_time_millis_training 1874.7751712799072 wall_clock_time_millis_training 1826.8978595733643 wall_clock_time_millis_training 2293.4579849243164 wall_clock_time_millis_training 1777.1754264831543 wall_clock_time_millis_training 1962.0435237884521 wall_clock_time_millis_training 2643.1188583374023 weighted_recall 0.6388518024032043 [0.771186,0.47619] weighted_recall 0.6562082777036048 [0.788136,0.494048] weighted_recall 0.62283044058745 [0.731235,0.489583] weighted_recall 0.6355140186915887 [0.745763,0.5] weighted_recall 0.6415220293724967 [0.768765,0.485119] weighted_recall 0.6408544726301736 [0.769976,0.482143] weighted_recall 0.6208277703604806 [0.780872,0.424107] weighted_recall 0.630173564753004 [0.763636,0.466568] weighted_recall 0.6361815754339119 [0.764848,0.478455] weighted_recall 0.6435246995994659 [0.756364,0.505201]