8872598 4877 Nathan Cassee 167132 Supervised Classification area_under_roc_curve 7831 sklearn.ensemble.voting_classifier.VotingClassifier(lr=sklearn.pipeline.Pipeline(scaler=sklearn.preprocessing.data.StandardScaler,pca=sklearn.decomposition.pca.PCA,reg=sklearn.linear_model.logistic.LogisticRegression),knn=sklearn.neighbors.classification.KNeighborsClassifier)(1) 6833428 copy true 7646 with_mean true 7646 with_std true 7646 algorithm "auto" 7681 leaf_size 30 7681 metric "minkowski" 7681 metric_params null 7681 n_jobs 1 7681 n_neighbors 2 7681 p 2 7681 weights "uniform" 7681 C 0.07743 7685 class_weight null 7685 dual false 7685 fit_intercept true 7685 intercept_scaling 1 7685 max_iter 100 7685 multi_class "ovr" 7685 n_jobs -1 7685 penalty "l2" 7685 random_state 41725 7685 solver "newton-cg" 7685 tol 0.0001 7685 verbose 0 7685 warm_start false 7685 copy true 7806 iterated_power "auto" 7806 n_components 4 7806 random_state 19395 7806 svd_solver "auto" 7806 tol 0.0 7806 whiten false 7806 memory null 7818 flatten_transform null 7831 n_jobs 1 7831 voting "soft" 7831 weights null 7831 openml-python Sklearn_0.19.1. 40910 Speech https://www.openml.org/data/download/16787473/phpznF975 -1 18661009 description https://api.openml.org/data/download/18661009/description.xml -1 18661010 predictions https://api.openml.org/data/download/18661010/predictions.arff area_under_roc_curve 0.92199886941775 [0.921999,0.921999] average_cost 0 f_measure 0.9835624514566416 [0.993557,0.38961] kappa 0.3853833327420458 kb_relative_information_score -3272.5467660838876 mean_absolute_error 0.02674309267822576 mean_prior_absolute_error 0.03280396128636082 number_of_instances 3686 [3625,61] precision 0.9866390484800727 [0.987466,0.9375] predictive_accuracy 0.9872490504612046 prior_entropy 0.1231413868023578 recall 0.9872490504612046 [0.999724,0.245902] relative_absolute_error 0.8152397341520142 root_mean_prior_squared_error 0.1275746863186314 root_mean_squared_error 0.11090090990210953 root_relative_squared_error 0.8693018427270335 total_cost 0 area_under_roc_curve 0.9366391184573003 [0.936639,0.936639] area_under_roc_curve 0.9949494949494949 [0.994949,0.994949] area_under_roc_curve 0.8999081726354452 [0.899908,0.899908] area_under_roc_curve 0.9012855831037649 [0.901286,0.901286] area_under_roc_curve 0.8723599632690543 [0.87236,0.87236] area_under_roc_curve 0.9321231254932913 [0.932123,0.932123] area_under_roc_curve 0.9355432780847146 [0.935543,0.935543] area_under_roc_curve 0.8600368324125229 [0.860037,0.860037] area_under_roc_curve 0.9548802946593 [0.95488,0.95488] area_under_roc_curve 0.9235727440147331 [0.923573,0.923573] 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 0.9816568714837042 [0.99316,0.285714] f_measure 0.9864795634257713 [0.994521,0.5] f_measure 0.9816568714837042 [0.99316,0.285714] f_measure 0.9816568714837042 [0.99316,0.285714] f_measure 0.9797193451386569 [0.991781,0.25] f_measure 0.9827324061992334 [0.993141,0.444444] f_measure 0.9940292250568931 [0.997245,0.8] f_measure 0.9816071535073145 [0.993141,0.285714] f_measure 0.9864429049211658 [0.994505,0.5] kappa 0.28238039673279197 kappa 0.4959016393442641 kappa 0.28238039673279197 kappa 0.28238039673279197 kappa 0.2438524590163936 kappa 0.43972061949590197 kappa 0.7973568281938318 kappa 0.2823712948517929 kappa 0.49589041095890163 kappa 0 kb_relative_information_score -428.6628787451539 kb_relative_information_score -186.21344461597997 kb_relative_information_score -414.3931932261934 kb_relative_information_score -492.03914643579236 kb_relative_information_score -314.3014678170146 kb_relative_information_score -323.2061831027771 kb_relative_information_score -106.5954511335134 kb_relative_information_score -425.08764850757564 kb_relative_information_score -370.2282851052225 kb_relative_information_score -211.81906739465919 mean_absolute_error 0.028625335100455195 mean_absolute_error 0.023274055665618704 mean_absolute_error 0.028342158092776765 mean_absolute_error 0.030658002531639902 mean_absolute_error 0.02654773058418814 mean_absolute_error 0.02827900932234337 mean_absolute_error 0.020355849270977753 mean_absolute_error 0.029653431117822038 mean_absolute_error 0.027773102395693295 mean_absolute_error 0.02390793820284117 mean_prior_absolute_error 0.03252473414105067 mean_prior_absolute_error 0.03252473414105067 mean_prior_absolute_error 0.03252473414105067 mean_prior_absolute_error 0.03252473414105067 mean_prior_absolute_error 0.03252473414105067 mean_prior_absolute_error 0.03514364319348176 mean_prior_absolute_error 0.032567433745166394 mean_prior_absolute_error 0.032567433745166394 mean_prior_absolute_error 0.032567433745166394 mean_prior_absolute_error 0.032567433745166394 number_of_instances 369 [363,6] number_of_instances 369 [363,6] number_of_instances 369 [363,6] number_of_instances 369 [363,6] number_of_instances 369 [363,6] number_of_instances 369 [362,7] number_of_instances 368 [362,6] number_of_instances 368 [362,6] number_of_instances 368 [362,6] number_of_instances 368 [362,6] precision 0.9866339696005656 [0.986413,1] precision 0.9892780399193637 [0.989101,1] precision 0.9866339696005656 [0.986413,1] precision 0.9866339696005656 [0.986413,1] precision 0.9784674685983917 [0.986376,0.5] precision 0.9866344712493447 [0.986376,1] precision 0.9945950788342093 [0.994505,1] precision 0.9865981518777396 [0.986376,1] precision 0.9892492278450938 [0.989071,1] predictive_accuracy 0.986449864498645 predictive_accuracy 0.9891598915989159 predictive_accuracy 0.986449864498645 predictive_accuracy 0.986449864498645 predictive_accuracy 0.983739837398374 predictive_accuracy 0.986449864498645 predictive_accuracy 0.9945652173913043 predictive_accuracy 0.986413043478261 predictive_accuracy 0.9891304347826088 predictive_accuracy 0.983695652173913 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 recall 0.986449864498645 [1,0.166667] recall 0.989159891598916 [1,0.333333] recall 0.986449864498645 [1,0.166667] recall 0.986449864498645 [1,0.166667] recall 0.983739837398374 [0.997245,0.166667] recall 0.986449864498645 [1,0.285714] recall 0.9945652173913043 [1,0.666667] recall 0.9864130434782609 [1,0.166667] recall 0.9891304347826086 [1,0.333333] recall 0.9836956521739131 [1,0] relative_absolute_error 0.8801097336050505 relative_absolute_error 0.7155801970489793 relative_absolute_error 0.8714032210029683 relative_absolute_error 0.9426057842220854 relative_absolute_error 0.8162320549357318 relative_absolute_error 0.8046692588658082 relative_absolute_error 0.6250369442756274 relative_absolute_error 0.9105240329911826 relative_absolute_error 0.8527875611266219 relative_absolute_error 0.7341056833005624 root_mean_prior_squared_error 0.12647558437892353 root_mean_prior_squared_error 0.12647558437892353 root_mean_prior_squared_error 0.12647558437892353 root_mean_prior_squared_error 0.12647558437892353 root_mean_prior_squared_error 0.12647558437892353 root_mean_prior_squared_error 0.1364367344098403 root_mean_prior_squared_error 0.12664427759715768 root_mean_prior_squared_error 0.12664427759715768 root_mean_prior_squared_error 0.12664427759715768 root_mean_prior_squared_error 0.12664427759715768 root_mean_squared_error 0.11313845065234684 root_mean_squared_error 0.09402382292335623 root_mean_squared_error 0.12128662154949553 root_mean_squared_error 0.11661799520597477 root_mean_squared_error 0.11147775323469951 root_mean_squared_error 0.1140582795577834 root_mean_squared_error 0.08844980483734352 root_mean_squared_error 0.12307193858105892 root_mean_squared_error 0.10957667668418507 root_mean_squared_error 0.1123436674984399 root_relative_squared_error 0.8945477596164462 root_relative_squared_error 0.7434148131046295 root_relative_squared_error 0.9589726123432506 root_relative_squared_error 0.9220593506536785 root_relative_squared_error 0.8814171824714389 root_relative_squared_error 0.8359792547890029 root_relative_squared_error 0.698411381197129 root_relative_squared_error 0.9717923376888611 root_relative_squared_error 0.8652319612318934 root_relative_squared_error 0.8870804874089412 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