9204112 3345 Mini Challenge Anonymous 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 19334939 description https://api.openml.org/data/download/19334939/description.xml -1 19334938 predictions https://api.openml.org/data/download/19334938/predictions.arff area_under_roc_curve 0.9788274804272054 [0.978827,0.978827] average_cost 0 f_measure 0.9784181247187681 [0.979123,0.977648] kappa 0.9567753574612314 kb_relative_information_score 3057.6009509239752 mean_absolute_error 0.021589486858573217 mean_prior_absolute_error 0.49901358092237413 number_of_instances 3196 [1669,1527] precision 0.978634469796386 [0.988998,0.967308] predictive_accuracy 0.9784105131414268 prior_entropy 0.9985773203745827 recall 0.9784105131414268 [0.969443,0.988212] relative_absolute_error 0.04326432723267235 root_mean_prior_squared_error 0.49950623821173523 root_mean_squared_error 0.1469336137804186 root_relative_squared_error 0.2941577152398546 total_cost 0 area_under_roc_curve 0.9806661187429064 [0.980666,0.980666] area_under_roc_curve 0.9697859183593597 [0.969786,0.969786] area_under_roc_curve 0.9817619662635513 [0.981762,0.981762] area_under_roc_curve 0.9907440021916951 [0.990744,0.990744] area_under_roc_curve 0.9847559782395994 [0.984756,0.984756] area_under_roc_curve 0.9787679542875034 [0.978768,0.978768] area_under_roc_curve 0.9663556185526418 [0.966356,0.966356] area_under_roc_curve 0.9655885597226598 [0.965589,0.965589] area_under_roc_curve 0.9880239520958083 [0.988024,0.988024] area_under_roc_curve 0.9817404664355498 [0.98174,0.98174] 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 0.9812367745601318 [0.982249,0.980132] f_measure 0.9687646535891524 [0.969325,0.968153] f_measure 0.9812573313782991 [0.981818,0.980645] f_measure 0.9906261921530651 [0.990991,0.990228] f_measure 0.9843800413574634 [0.984894,0.983819] f_measure 0.9781346206471916 [0.978723,0.977492] f_measure 0.9655314785467921 [0.966154,0.964856] f_measure 0.9655219945779583 [0.966967,0.963934] f_measure 0.987466243265616 [0.987879,0.987013] f_measure 0.9811993648984245 [0.981818,0.980519] kappa 0.9623868667476393 kappa 0.9375170851720233 kappa 0.9624692130263106 kappa 0.9812191877298693 kappa 0.9687157828875332 kappa 0.956226061127179 kappa 0.9310432919999215 kappa 0.9309020735285432 kappa 0.9748957267647754 kappa 0.962343590147163 kb_relative_information_score 307.97920448477254 kb_relative_information_score 299.95640168043 kb_relative_information_score 307.97920448477254 kb_relative_information_score 313.99630658802965 kb_relative_information_score 309.9849051858583 kb_relative_information_score 305.973503783687 kb_relative_information_score 297.0120437346881 kb_relative_information_score 296.88365752291475 kb_relative_information_score 310.9235624305145 kb_relative_information_score 306.91216102834306 mean_absolute_error 0.01875 mean_absolute_error 0.03125 mean_absolute_error 0.01875 mean_absolute_error 0.009375 mean_absolute_error 0.015625 mean_absolute_error 0.021875 mean_absolute_error 0.034482758620689655 mean_absolute_error 0.034482758620689655 mean_absolute_error 0.012539184952978056 mean_absolute_error 0.018808777429467086 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 0.9815316044585737 [0.97076,0.993289] precision 0.9699902828235478 [0.993711,0.944099] precision 0.98157140205541 [0.993865,0.968153] precision 0.9906467591143796 [0.993976,0.987013] precision 0.9845582199812382 [0.993902,0.974359] precision 0.9786219038130959 [0.993827,0.962025] precision 0.9664755476035567 [0.987421,0.94375] precision 0.9655457529916825 [0.96988,0.960784] precision 0.9877823326099188 [1,0.974359] precision 0.9815161920091052 [0.993865,0.967949] predictive_accuracy 0.98125 predictive_accuracy 0.96875 predictive_accuracy 0.98125 predictive_accuracy 0.990625 predictive_accuracy 0.984375 predictive_accuracy 0.978125 predictive_accuracy 0.9655172413793103 predictive_accuracy 0.9655172413793103 predictive_accuracy 0.9874608150470219 predictive_accuracy 0.9811912225705329 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 0.98125 [0.994012,0.96732] recall 0.96875 [0.946108,0.993464] recall 0.98125 [0.97006,0.993464] recall 0.990625 [0.988024,0.993464] recall 0.984375 [0.976048,0.993464] recall 0.978125 [0.964072,0.993464] recall 0.9655172413793104 [0.945783,0.986928] recall 0.9655172413793104 [0.964072,0.967105] recall 0.987460815047022 [0.976048,1] recall 0.9811912225705329 [0.97006,0.993421] relative_absolute_error 0.037572990056512046 relative_absolute_error 0.06262165009418674 relative_absolute_error 0.037572990056512046 relative_absolute_error 0.018786495028256023 relative_absolute_error 0.03131082504709337 relative_absolute_error 0.04383515506593071 relative_absolute_error 0.06909053771127986 relative_absolute_error 0.06910981187231802 relative_absolute_error 0.025130840680842915 relative_absolute_error 0.037696261021264374 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 0.13693063937629152 root_mean_squared_error 0.1767766952966369 root_mean_squared_error 0.13693063937629152 root_mean_squared_error 0.09682458365518543 root_mean_squared_error 0.125 root_mean_squared_error 0.1479019945774904 root_mean_squared_error 0.18569533817705186 root_mean_squared_error 0.18569533817705186 root_mean_squared_error 0.11197850219117085 root_mean_squared_error 0.13714509626474833 root_relative_squared_error 0.27412369089163485 root_relative_squared_error 0.3538921632080706 root_relative_squared_error 0.27412369089163485 root_relative_squared_error 0.19383472071336005 root_relative_squared_error 0.2502395484132031 root_relative_squared_error 0.2960874266598657 root_relative_squared_error 0.3716969746882869 root_relative_squared_error 0.37180066447515214 root_relative_squared_error 0.2242042365216181 root_relative_squared_error 0.27459298882411864 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 347.198209000001 usercpu_time_millis 366.5521779999992 usercpu_time_millis 374.6458939999995 usercpu_time_millis 356.50521900000064 usercpu_time_millis 357.6261509999998 usercpu_time_millis 348.6390550000014 usercpu_time_millis 357.3340510000005 usercpu_time_millis 347.93539800000065 usercpu_time_millis 342.7282959999998 usercpu_time_millis 349.79820800000016 usercpu_time_millis_testing 2.016702000000592 usercpu_time_millis_testing 1.933601999999368 usercpu_time_millis_testing 1.9501379999997681 usercpu_time_millis_testing 1.9715950000005478 usercpu_time_millis_testing 1.9621450000002483 usercpu_time_millis_testing 1.9099720000008702 usercpu_time_millis_testing 2.064455000000187 usercpu_time_millis_testing 2.006152999999955 usercpu_time_millis_testing 1.9213259999997234 usercpu_time_millis_testing 1.9525490000003032 usercpu_time_millis_training 345.1815070000004 usercpu_time_millis_training 364.6185759999998 usercpu_time_millis_training 372.69575599999973 usercpu_time_millis_training 354.5336240000001 usercpu_time_millis_training 355.6640059999996 usercpu_time_millis_training 346.7290830000005 usercpu_time_millis_training 355.2695960000003 usercpu_time_millis_training 345.92924500000066 usercpu_time_millis_training 340.80697000000004 usercpu_time_millis_training 347.84565899999984