9204200 5897 Nima Riahi Dehkordi 168305 Supervised Classification predictive_accuracy 8576 __main__.PythonChallengeClassifier(4) 7132948 openml-python Sklearn_0.19.1. 40754 ML2017-challenge-1 https://www.openml.org/data/download/5739359/challenge1.arff -1 19335132 description https://api.openml.org/data/download/19335132/description.xml -1 19335133 predictions https://api.openml.org/data/download/19335133/predictions.arff area_under_roc_curve 0.9760476786330179 [0.976048,0.976048] average_cost 0 f_measure 0.975603620801516 [0.976378,0.974757] kappa 0.9511414402856158 kb_relative_information_score 3039.549644614204 mean_absolute_error 0.024405506883604506 mean_prior_absolute_error 0.49901358092237413 number_of_instances 3196 [1669,1527] precision 0.9758604218592166 [0.98714,0.963532] predictive_accuracy 0.9755944931163956 prior_entropy 0.9985773203745827 recall 0.9755944931163955 [0.965848,0.986248] relative_absolute_error 0.04890750034997743 root_mean_prior_squared_error 0.49950623821173523 root_mean_squared_error 0.15622261962854325 root_relative_squared_error 0.31275409129589726 total_cost 0 area_under_roc_curve 0.9637978944072639 [0.963798,0.963798] area_under_roc_curve 0.9572619466948457 [0.957262,0.957262] area_under_roc_curve 0.987476028335486 [0.987476,0.987476] area_under_roc_curve 0.9790419161676646 [0.979042,0.979042] area_under_roc_curve 0.9820359281437125 [0.982036,0.982036] area_under_roc_curve 0.9760479041916167 [0.976048,0.976048] area_under_roc_curve 0.9806480825261832 [0.980648,0.980648] area_under_roc_curve 0.9757524424834542 [0.975752,0.975752] area_under_roc_curve 0.9841435549952727 [0.984144,0.984144] area_under_roc_curve 0.974275133942641 [0.974275,0.974275] 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 0.9625146507266761 [0.962963,0.962025] f_measure 0.9562705150248135 [0.957055,0.955414] f_measure 0.9875 [0.988024,0.986928] f_measure 0.9781354725405713 [0.978593,0.977636] f_measure 0.9812587945590995 [0.981707,0.980769] f_measure 0.9750117228713219 [0.97546,0.974522] f_measure 0.9811786181391113 [0.982143,0.980132] f_measure 0.9749349486618539 [0.97561,0.974194] f_measure 0.9843235481551242 [0.985075,0.983498] f_measure 0.9749028336826745 [0.976331,0.973333] kappa 0.9250614730104211 kappa 0.9125239192408326 kappa 0.9749520566709718 kappa 0.95625 kappa 0.9624897432891806 kappa 0.9500136681376186 kappa 0.9622812549266908 kappa 0.9498210704313972 kappa 0.9685732863081986 kappa 0.9496726354815808 kb_relative_information_score 295.9450002782587 kb_relative_information_score 291.9335988760874 kb_relative_information_score 311.9906058869439 kb_relative_information_score 305.973503783687 kb_relative_information_score 307.97920448477265 kb_relative_information_score 303.9678030826014 kb_relative_information_score 307.0405472401164 kb_relative_information_score 302.9007596261718 kb_relative_information_score 308.91786172942875 kb_relative_information_score 302.90075962617175 mean_absolute_error 0.0375 mean_absolute_error 0.04375 mean_absolute_error 0.0125 mean_absolute_error 0.021875 mean_absolute_error 0.01875 mean_absolute_error 0.025 mean_absolute_error 0.018808777429467086 mean_absolute_error 0.025078369905956112 mean_absolute_error 0.01567398119122257 mean_absolute_error 0.025078369905956112 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.49909524173611874 mean_prior_absolute_error 0.4989560481570598 mean_prior_absolute_error 0.4989560481570598 mean_prior_absolute_error 0.4989560481570598 number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 319 [166,153] number_of_instances 319 [167,152] number_of_instances 319 [167,152] number_of_instances 319 [167,152] precision 0.9644098511195341 [0.993631,0.932515] precision 0.9574863764209539 [0.981132,0.931677] precision 0.9875 [0.988024,0.986928] precision 0.9790820312499999 [1,0.95625] precision 0.9819575471698112 [1,0.962264] precision 0.9762422360248447 [1,0.950311] precision 0.9814758665242622 [0.970588,0.993289] precision 0.9756381056553755 [0.993789,0.955696] precision 0.9843404768330551 [0.982143,0.986755] precision 0.9751921530505923 [0.964912,0.986486] predictive_accuracy 0.9625 predictive_accuracy 0.95625 predictive_accuracy 0.9875 predictive_accuracy 0.978125 predictive_accuracy 0.98125 predictive_accuracy 0.975 predictive_accuracy 0.9811912225705329 predictive_accuracy 0.974921630094044 predictive_accuracy 0.9843260188087775 predictive_accuracy 0.974921630094044 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 prior_entropy 0.9985773203745827 recall 0.9625 [0.934132,0.993464] recall 0.95625 [0.934132,0.980392] recall 0.9875 [0.988024,0.986928] recall 0.978125 [0.958084,1] recall 0.98125 [0.964072,1] recall 0.975 [0.952096,1] recall 0.9811912225705329 [0.993976,0.96732] recall 0.9749216300940439 [0.958084,0.993421] recall 0.9843260188087775 [0.988024,0.980263] recall 0.9749216300940439 [0.988024,0.960526] relative_absolute_error 0.07514598011302409 relative_absolute_error 0.08767031013186143 relative_absolute_error 0.025048660037674697 relative_absolute_error 0.04383515506593071 relative_absolute_error 0.037572990056512046 relative_absolute_error 0.050097320075349394 relative_absolute_error 0.0376857478425163 relative_absolute_error 0.05026168136168583 relative_absolute_error 0.03141355085105364 relative_absolute_error 0.05026168136168583 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995879730599906 root_mean_prior_squared_error 0.49944864525507615 root_mean_prior_squared_error 0.49944864525507615 root_mean_prior_squared_error 0.49944864525507615 root_mean_squared_error 0.19364916731037085 root_mean_squared_error 0.2091650066335189 root_mean_squared_error 0.11180339887498948 root_mean_squared_error 0.1479019945774904 root_mean_squared_error 0.13693063937629152 root_mean_squared_error 0.15811388300841897 root_mean_squared_error 0.13714509626474833 root_mean_squared_error 0.15836151649297917 root_mean_squared_error 0.1251957714590336 root_mean_squared_error 0.15836151649297917 root_relative_squared_error 0.3876694414267201 root_relative_squared_error 0.4187308544305312 root_relative_squared_error 0.2238210563643087 root_relative_squared_error 0.2960874266598657 root_relative_squared_error 0.27412369089163485 root_relative_squared_error 0.3165307734550783 root_relative_squared_error 0.2745164088413312 root_relative_squared_error 0.3170726720303776 root_relative_squared_error 0.2506679568528896 root_relative_squared_error 0.3170726720303776 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 474.8250000000027 usercpu_time_millis 1246.0029999999983 usercpu_time_millis 1216.7349999999997 usercpu_time_millis 471.61700000000195 usercpu_time_millis 1191.3429999999962 usercpu_time_millis 654.6530000000032 usercpu_time_millis 1279.9690000000014 usercpu_time_millis 592.2150000000031 usercpu_time_millis 1051.885999999996 usercpu_time_millis 1037.6119999999955 usercpu_time_millis_testing 3.3030000000024984 usercpu_time_millis_testing 2.29399999999913 usercpu_time_millis_testing 1.8740000000008195 usercpu_time_millis_testing 2.09000000000259 usercpu_time_millis_testing 2.175999999991518 usercpu_time_millis_testing 2.0489999999995234 usercpu_time_millis_testing 1.8779999999978259 usercpu_time_millis_testing 2.2190000000037458 usercpu_time_millis_testing 2.1429999999966753 usercpu_time_millis_testing 2.2819999999939 usercpu_time_millis_training 471.5220000000002 usercpu_time_millis_training 1243.7089999999992 usercpu_time_millis_training 1214.860999999999 usercpu_time_millis_training 469.52699999999936 usercpu_time_millis_training 1189.1670000000047 usercpu_time_millis_training 652.6040000000037 usercpu_time_millis_training 1278.0910000000035 usercpu_time_millis_training 589.9959999999993 usercpu_time_millis_training 1049.7429999999995 usercpu_time_millis_training 1035.3300000000017