8883053 4826 T van Diessen 167132 Supervised Classification area_under_roc_curve 7861 sklearn.pipeline.Pipeline(Classifier=sklearn.svm.classes.SVC)(1) 6833681 C 1.0 7650 cache_size 200 7650 class_weight null 7650 coef0 0.0 7650 decision_function_shape "ovr" 7650 degree 3 7650 gamma "auto" 7650 kernel "linear" 7650 max_iter -1 7650 probability false 7650 random_state 55926 7650 shrinking true 7650 tol 0.001 7650 verbose false 7650 memory null 7861 openml-python Sklearn_0.19.1. 40910 Speech https://www.openml.org/data/download/16787473/phpznF975 -1 18681849 description https://api.openml.org/data/download/18681849/description.xml -1 18681850 predictions https://api.openml.org/data/download/18681850/predictions.arff area_under_roc_curve 0.6294132278123233 [0.629413,0.629413] average_cost 0 f_measure 0.9714058052656472 [0.983938,0.226667] kappa 0.21117551776430815 kb_relative_information_score -1935.6958360442486 mean_absolute_error 0.031470428648941944 mean_prior_absolute_error 0.03280396128636082 number_of_instances 3686 [3625,61] precision 0.9745819798556697 [0.987768,0.191011] predictive_accuracy 0.9685295713510581 prior_entropy 0.1231413868023578 recall 0.9685295713510581 [0.980138,0.278689] relative_absolute_error 0.959348426680002 root_mean_prior_squared_error 0.1275746863186314 root_mean_squared_error 0.17739906608813347 root_relative_squared_error 1.3905506743325267 total_cost 0 area_under_roc_curve 0.5778236914600551 [0.577824,0.577824] area_under_roc_curve 0.825068870523416 [0.825069,0.825069] area_under_roc_curve 0.5709366391184573 [0.570937,0.570937] area_under_roc_curve 0.737603305785124 [0.737603,0.737603] area_under_roc_curve 0.6556473829201102 [0.655647,0.655647] area_under_roc_curve 0.6400947119179163 [0.640095,0.640095] area_under_roc_curve 0.6542357274401474 [0.654236,0.654236] area_under_roc_curve 0.5736648250460405 [0.573665,0.573665] area_under_roc_curve 0.5722836095764272 [0.572284,0.572284] area_under_roc_curve 0.48618784530386744 [0.486188,0.486188] 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 0.9745178832306016 [0.98762,0.181818] f_measure 0.980969754295881 [0.98892,0.5] f_measure 0.9666970700177916 [0.980609,0.125] f_measure 0.9727642276422765 [0.983333,0.333333] f_measure 0.9714546314438213 [0.98338,0.25] f_measure 0.9784821069418647 [0.990371,0.363636] f_measure 0.9697460952089613 [0.981919,0.235294] f_measure 0.9696753324959997 [0.98338,0.142857] f_measure 0.9681330277995539 [0.981969,0.133333] f_measure 0.9618357487922704 [0.977778,0] kappa 0.1695423855963991 kappa 0.4896265560165969 kappa 0.10684647302904521 kappa 0.31855955678670395 kappa 0.23443983402489665 kappa 0.35473394953784715 kappa 0.21881123448726364 kappa 0.126582278481011 kappa 0.1160384331116037 kappa -0.020804438280165823 kb_relative_information_score -73.28596389821422 kb_relative_information_score -25.220187521767404 kb_relative_information_score -313.614845780447 kb_relative_information_score -217.48329302755377 kb_relative_information_score -217.48329302755377 kb_relative_information_score 70.51410268081115 kb_relative_information_score -265.7477006791576 kb_relative_information_score -217.68192430271108 kb_relative_information_score -265.7477006791576 kb_relative_information_score -409.94502980849734 mean_absolute_error 0.024390243902439025 mean_absolute_error 0.02168021680216802 mean_absolute_error 0.037940379403794036 mean_absolute_error 0.032520325203252036 mean_absolute_error 0.032520325203252036 mean_absolute_error 0.018970189701897018 mean_absolute_error 0.035326086956521736 mean_absolute_error 0.03260869565217391 mean_absolute_error 0.035326086956521736 mean_absolute_error 0.043478260869565216 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 0.973478960064326 [0.986264,0.2] precision 0.9847634576624318 [0.994429,0.4] precision 0.9716647417170551 [0.986072,0.1] precision 0.9795381567261051 [0.991597,0.25] precision 0.9760309803655138 [0.988858,0.2] precision 0.9770761406244198 [0.986301,0.5] precision 0.9756382790270257 [0.988796,0.181818] precision 0.9720712560386474 [0.986111,0.125] precision 0.9718067498284285 [0.986072,0.111111] precision 0.9672091328637357 [0.98324,0] predictive_accuracy 0.975609756097561 predictive_accuracy 0.9783197831978321 predictive_accuracy 0.962059620596206 predictive_accuracy 0.967479674796748 predictive_accuracy 0.967479674796748 predictive_accuracy 0.981029810298103 predictive_accuracy 0.9646739130434783 predictive_accuracy 0.967391304347826 predictive_accuracy 0.9646739130434783 predictive_accuracy 0.9565217391304348 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 0.975609756097561 [0.988981,0.166667] recall 0.978319783197832 [0.983471,0.666667] recall 0.962059620596206 [0.975207,0.166667] recall 0.967479674796748 [0.975207,0.5] recall 0.967479674796748 [0.977961,0.333333] recall 0.981029810298103 [0.994475,0.285714] recall 0.9646739130434783 [0.975138,0.333333] recall 0.967391304347826 [0.980663,0.166667] recall 0.9646739130434783 [0.977901,0.166667] recall 0.9565217391304348 [0.972376,0] relative_absolute_error 0.7498983326555526 relative_absolute_error 0.6665762956938245 relative_absolute_error 1.1665085174641927 relative_absolute_error 0.9998644435407368 relative_absolute_error 0.9998644435407368 relative_absolute_error 0.5397900723455871 relative_absolute_error 1.0847058823529434 relative_absolute_error 1.001266968325794 relative_absolute_error 1.0847058823529434 relative_absolute_error 1.3350226244343917 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 0.15617376188860607 root_mean_squared_error 0.14724203476646205 root_mean_squared_error 0.19478290326359252 root_mean_squared_error 0.18033392693348646 root_mean_squared_error 0.18033392693348646 root_mean_squared_error 0.13773231175688955 root_mean_squared_error 0.18795235288902806 root_mean_squared_error 0.1805787796286538 root_mean_squared_error 0.18795235288902806 root_mean_squared_error 0.20851441405707477 root_relative_squared_error 1.2348135227484394 root_relative_squared_error 1.1641933539150275 root_relative_squared_error 1.5400830462266837 root_relative_squared_error 1.425839839515603 root_relative_squared_error 1.425839839515603 root_relative_squared_error 1.0094958102937108 root_relative_squared_error 1.4840966876283586 root_relative_squared_error 1.425873975949045 root_relative_squared_error 1.4840966876283586 root_relative_squared_error 1.6464574476893261 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 562.5 usercpu_time_millis 609.375 usercpu_time_millis 656.25 usercpu_time_millis 625 usercpu_time_millis 546.875 usercpu_time_millis 593.75 usercpu_time_millis 546.875 usercpu_time_millis 546.875 usercpu_time_millis 578.125 usercpu_time_millis 640.625 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 31.25 usercpu_time_millis_testing 62.5 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 31.25 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 46.875 usercpu_time_millis_training 515.625 usercpu_time_millis_training 562.5 usercpu_time_millis_training 625 usercpu_time_millis_training 562.5 usercpu_time_millis_training 500 usercpu_time_millis_training 546.875 usercpu_time_millis_training 515.625 usercpu_time_millis_training 500 usercpu_time_millis_training 531.25 usercpu_time_millis_training 593.75