10228053 3229 Test Test 14951 Supervised Classification 9681 sklearn.neighbors.classification.KNeighborsClassifier(37) 8086154 algorithm "auto" 9681 leaf_size 30 9681 metric "minkowski" 9681 metric_params null 9681 n_jobs null 9681 n_neighbors 5 9681 p 2 9681 weights "uniform" 9681 openml-python Sklearn_0.20.3. 1471 eeg-eye-state https://www.openml.org/data/download/1587924/phplE7q6h -1 21377082 description https://api.openml.org/data/download/21377082/description.xml -1 21377081 predictions https://api.openml.org/data/download/21377081/predictions.arff area_under_roc_curve 0.9946795106360338 [0.99468,0.99468] average_cost 0 f_measure 0.9690165795877647 [0.971971,0.965389] kappa 0.9373596042950169 kb_relative_information_score 13353.230294081779 mean_absolute_error 0.057890520694259956 mean_prior_absolute_error 0.4947574918117115 number_of_instances 14980 [8257,6723] precision 0.9690217627325892 [0.969628,0.968278] predictive_accuracy 0.9690253671562082 prior_entropy 0.9924243999391255 recall 0.9690253671562082 [0.974325,0.962517] relative_absolute_error 0.11700787083036468 root_mean_prior_squared_error 0.4973714869043071 root_mean_squared_error 0.15896863853409599 root_relative_squared_error 0.3196175147142705 total_cost 0 area_under_roc_curve 0.9939962743572005 [0.993996,0.993996] area_under_roc_curve 0.9948267972443214 [0.994827,0.994827] area_under_roc_curve 0.995836576155886 [0.995837,0.995837] area_under_roc_curve 0.9941304911795227 [0.99413,0.99413] area_under_roc_curve 0.993057657384988 [0.993058,0.993058] area_under_roc_curve 0.9972724259195204 [0.997272,0.997272] area_under_roc_curve 0.9962644485760406 [0.996264,0.996264] area_under_roc_curve 0.994758881534513 [0.994759,0.994759] area_under_roc_curve 0.9937691926696385 [0.993769,0.993769] area_under_roc_curve 0.9934125804853888 [0.993413,0.993413] 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 0.9659373077992695 [0.969259,0.961855] f_measure 0.9666437815485527 [0.969549,0.963072] f_measure 0.9685889323685863 [0.971806,0.964635] f_measure 0.9712715577526514 [0.974143,0.967742] f_measure 0.9726033609249799 [0.975375,0.969196] f_measure 0.9713119113173859 [0.973828,0.968219] f_measure 0.9645960857907119 [0.968092,0.9603] f_measure 0.9666310552287318 [0.969623,0.962963] f_measure 0.9712970114757821 [0.973924,0.968077] f_measure 0.9712763080956482 [0.974081,0.967838] kappa 0.9311150102879361 kappa 0.9326247386847343 kappa 0.93644715724558 kappa 0.9418882222923902 kappa 0.9445756951726403 kappa 0.9420492474337174 kappa 0.9283937522885969 kappa 0.9325867776479717 kappa 0.9420008247779132 kappa 0.941921336745164 kb_relative_information_score 1334.3121327825713 kb_relative_information_score 1330.6754812850309 kb_relative_information_score 1337.6465799232265 kb_relative_information_score 1328.7911229055858 kb_relative_information_score 1338.656281873462 kb_relative_information_score 1347.3559021021513 kb_relative_information_score 1331.5993950670256 kb_relative_information_score 1323.0013245506652 kb_relative_information_score 1339.0679293944368 kb_relative_information_score 1342.124144195558 mean_absolute_error 0.057943925233645006 mean_absolute_error 0.059145527369826575 mean_absolute_error 0.05674232309746337 mean_absolute_error 0.060480640854472814 mean_absolute_error 0.0571428571428573 mean_absolute_error 0.05380507343124182 mean_absolute_error 0.05887850467289737 mean_absolute_error 0.06234979973297749 mean_absolute_error 0.05687583444592804 mean_absolute_error 0.05554072096128181 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 0.9659626959490142 [0.965186,0.966917] precision 0.9667521926960825 [0.97549,0.956012] precision 0.9687500777002136 [0.963139,0.975647] precision 0.9713541892337506 [0.967742,0.975794] precision 0.972725086221939 [0.967819,0.978756] precision 0.9713994271248103 [0.979192,0.961821] precision 0.9646431837133447 [0.962874,0.966817] precision 0.9666538510421588 [0.971985,0.960118] precision 0.9712998367908288 [0.974515,0.967359] precision 0.9713285406227112 [0.968825,0.974398] predictive_accuracy 0.9659546061415221 predictive_accuracy 0.9666221628838452 predictive_accuracy 0.9686248331108145 predictive_accuracy 0.9712950600801068 predictive_accuracy 0.972630173564753 predictive_accuracy 0.9712950600801068 predictive_accuracy 0.9646194926568757 predictive_accuracy 0.9666221628838452 predictive_accuracy 0.9712950600801068 predictive_accuracy 0.9712950600801068 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 prior_entropy 0.9924243999391255 recall 0.9659546061415221 [0.973366,0.956845] recall 0.9666221628838452 [0.96368,0.970238] recall 0.9686248331108144 [0.98063,0.953869] recall 0.9712950600801068 [0.98063,0.959821] recall 0.972630173564753 [0.983051,0.959821] recall 0.9712950600801068 [0.968523,0.974702] recall 0.9646194926568759 [0.973366,0.953869] recall 0.9666221628838452 [0.967273,0.965825] recall 0.9712950600801068 [0.973333,0.968796] recall 0.9712950600801068 [0.979394,0.961367] relative_absolute_error 0.117120665742029 relative_absolute_error 0.11954943530810792 relative_absolute_error 0.11469189617594994 relative_absolute_error 0.12224806815930683 relative_absolute_error 0.11550148603130975 relative_absolute_error 0.1087549039033127 relative_absolute_error 0.11900970873786823 relative_absolute_error 0.12600874530186754 relative_absolute_error 0.11494587901198187 relative_absolute_error 0.11224761894127802 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 0.1617659553152805 root_mean_squared_error 0.16283535796955567 root_mean_squared_error 0.1571610621813003 root_mean_squared_error 0.16201336706625197 root_mean_squared_error 0.15724599115922622 root_mean_squared_error 0.14931977495828 root_mean_squared_error 0.1590190221300547 root_mean_squared_error 0.16348997511351182 root_mean_squared_error 0.15758524935544932 root_mean_squared_error 0.1587669442614554 root_relative_squared_error 0.32525519535907965 root_relative_squared_error 0.32740539296126286 root_relative_squared_error 0.3159963533921078 root_relative_squared_error 0.32575265452618013 root_relative_squared_error 0.31616711609216486 root_relative_squared_error 0.30023024610074744 root_relative_squared_error 0.319732066045142 root_relative_squared_error 0.32867619349466604 root_relative_squared_error 0.316805479192811 root_relative_squared_error 0.3191811293408304 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 370.89633599998706 usercpu_time_millis 394.29781399999797 usercpu_time_millis 371.36293700000067 usercpu_time_millis 402.2356039999977 usercpu_time_millis 392.52543899999637 usercpu_time_millis 380.6587430000121 usercpu_time_millis 397.0459749999975 usercpu_time_millis 381.3148679999898 usercpu_time_millis 382.8660449999859 usercpu_time_millis 404.187716999985 usercpu_time_millis_testing 352.90457299998934 usercpu_time_millis_testing 374.42442799999753 usercpu_time_millis_testing 352.75538300000164 usercpu_time_millis_testing 382.50014599999815 usercpu_time_millis_testing 373.36007000000393 usercpu_time_millis_testing 358.7116280000089 usercpu_time_millis_testing 378.48657300000355 usercpu_time_millis_testing 361.63726299999155 usercpu_time_millis_testing 364.11891599999535 usercpu_time_millis_testing 384.77348499999664 usercpu_time_millis_training 17.991762999997718 usercpu_time_millis_training 19.873386000000437 usercpu_time_millis_training 18.607553999999027 usercpu_time_millis_training 19.73545799999954 usercpu_time_millis_training 19.165368999992438 usercpu_time_millis_training 21.947115000003237 usercpu_time_millis_training 18.559401999993952 usercpu_time_millis_training 19.677604999998266 usercpu_time_millis_training 18.747128999990537 usercpu_time_millis_training 19.414231999988374