2317202 1856 Miguel Cachada 2077 Supervised Classification predictive_accuracy 5920 weka.MultilayerPerceptron(8) 386123 weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 100 -V 0 -S 0 -E 20 -H a L 0.3 5920 M 0.2 5920 N 100 5920 V 0 5920 S 0 5920 E 20 5920 H a 5920 weka weka_3.8.1 185 baseball https://www.openml.org/data/download/3622/dataset_189_baseball.arff -1 5590562 description https://api.openml.org/data/download/5590562/weka_generated_run5315801998098873710.xml -1 5590564 model_readable https://api.openml.org/data/download/5590564/WekaModel_weka.classifiers.functions.MultilayerPerceptron3893937359383041756.model -1 5590563 model_serialized https://api.openml.org/data/download/5590563/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron1681125237281363985.model -1 5590565 predictions https://api.openml.org/data/download/5590565/weka_generated_predictions6012450603352027657.arff area_under_roc_curve 0.8442781974149607 [0.847141,0.842536,0.794592] average_cost 0 f_measure 0.9011276499370164 [0.963615,0.318841,0.272727] kappa 0.36376704273206456 kb_relative_information_score 478.66713758635063 mean_absolute_error 0.0584616517412934 mean_prior_absolute_error 0.11638827456166527 number_of_instances 1340 [1215,57,68] os_information ['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic'] precision 0.906722179482503 [0.937014,0.916667,0.357143] predictive_accuracy 0.9186567164179104 prior_entropy 0.5455764698574552 recall 0.9186567164179105 [0.99177,0.192982,0.220588] relative_absolute_error 0.5022984657300597 root_mean_prior_squared_error 0.2404739706051277 root_mean_squared_error 0.21062753311257074 root_relative_squared_error 0.8758849557918825 scimark_benchmark 1533.5249847176074 [726.161813493396, 1019.552922002551, 702.0214571062447, 1649.2229538748193, 3570.6657771110263] total_cost 0 usercpu_time_millis 2356680 usercpu_time_millis_testing 9590 usercpu_time_millis_training 2347090 area_under_roc_curve 0.9848673679760874 [0.986339,0.986047,0.95838] area_under_roc_curve 0.9688563909986782 [0.973361,0.875194,0.957255] area_under_roc_curve 0.9431324880814751 [0.943989,0.993798,0.892013] area_under_roc_curve 0.9701298196517414 [0.971995,0.990885,0.911458] area_under_roc_curve 0.9306397699004976 [0.931694,0.96875,0.871094] area_under_roc_curve 0.9301395807154417 [0.954228,0.5,0.882452] area_under_roc_curve 0.9202134391639623 [0.944374,0.5,0.862767] area_under_roc_curve 0.9757971551050019 [0.97775,0.99349,0.926884] area_under_roc_curve 0.8967840965335347 [0.902734,0.80599,0.871766] area_under_roc_curve 0.9664762833131436 [0.968531,0.988281,0.912261] 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 0.902469723097659 [0.972112,0,0.333333] f_measure 0.912707233065442 [0.976,0,0.461538] f_measure 0.9165549802010355 [0.963265,0.5,0.4] f_measure 0.9198842277425265 [0.97992,0.285714,0.333333] f_measure 0.9110495907558979 [0.959677,0.5,0.333333] f_measure 0.8569505414105941 [0.94902,0,0] f_measure 0.8569505414105941 [0.94902,0,0] f_measure 0.8796588486140724 [0.96,0.285714,0] f_measure 0.8976689134970309 [0.959677,0.5,0.166667] f_measure 0.9271575456053069 [0.968,0.666667,0.444444] kappa 0.386165826843793 kappa 0.4751958224543083 kappa 0.4880166724557137 kappa 0.5016528925619835 kappa 0.4187697160883279 kappa 0 kappa 0 kappa 0.24686554258538715 kappa 0.3674272226593232 kappa 0.5369330453563721 kb_relative_information_score 67.93139411167763 kb_relative_information_score 51.40625208504773 kb_relative_information_score 50.42730380089075 kb_relative_information_score 58.629282037246156 kb_relative_information_score 33.22212185167321 kb_relative_information_score 30.1091211414478 kb_relative_information_score 30.104030638037628 kb_relative_information_score 58.632998294894286 kb_relative_information_score 33.342464160787735 kb_relative_information_score 64.86216946464948 mean_absolute_error 0.048765502487562194 mean_absolute_error 0.054021497512437816 mean_absolute_error 0.05970180845771144 mean_absolute_error 0.04863396268656716 mean_absolute_error 0.06682590547263684 mean_absolute_error 0.06467528358208956 mean_absolute_error 0.06468486069651742 mean_absolute_error 0.05930524875621891 mean_absolute_error 0.07065502736318408 mean_absolute_error 0.04734742039800996 mean_prior_absolute_error 0.11423522743690351 mean_prior_absolute_error 0.11423522743690351 mean_prior_absolute_error 0.11423522743690351 mean_prior_absolute_error 0.11427597678028341 mean_prior_absolute_error 0.11427597678028341 mean_prior_absolute_error 0.1185250219490783 mean_prior_absolute_error 0.1185250219490783 mean_prior_absolute_error 0.1185250219490783 mean_prior_absolute_error 0.1185250219490783 mean_prior_absolute_error 0.1185250219490783 number_of_instances 134 [122,5,7] number_of_instances 134 [122,5,7] number_of_instances 134 [122,5,7] number_of_instances 134 [122,6,6] number_of_instances 134 [122,6,6] number_of_instances 134 [121,6,7] number_of_instances 134 [121,6,7] number_of_instances 134 [121,6,7] number_of_instances 134 [121,6,7] number_of_instances 134 [121,6,7] precision 0.8819391415017933 [0.945736,0,0.4] precision 0.8938899253731343 [0.953125,0,0.5] precision 0.9179028637301299 [0.95935,0.666667,0.375] precision 0.9343048536843342 [0.96063,1,0.333333] precision 0.9195688225538972 [0.944444,1,0.333333] precision 0.8153820449988862 [0.902985,0,0] precision 0.8153820449988862 [0.902985,0,0] precision 0.8847622353349531 [0.930233,1,0] precision 0.901328005641086 [0.937008,1,0.2] precision 0.9440009256045355 [0.937984,1,1] predictive_accuracy 0.9253731343283582 predictive_accuracy 0.9328358208955224 predictive_accuracy 0.917910447761194 predictive_accuracy 0.9328358208955224 predictive_accuracy 0.917910447761194 predictive_accuracy 0.9029850746268657 predictive_accuracy 0.9029850746268657 predictive_accuracy 0.9029850746268657 predictive_accuracy 0.9104477611940298 predictive_accuracy 0.9402985074626865 prior_entropy 0.5455764698574552 prior_entropy 0.5455764698574552 prior_entropy 0.5455764698574552 prior_entropy 0.5455764698574552 prior_entropy 0.5455764698574552 prior_entropy 0.5455764698574552 prior_entropy 0.5455764698574552 prior_entropy 0.5455764698574552 prior_entropy 0.5455764698574552 prior_entropy 0.5455764698574552 recall 0.9253731343283582 [1,0,0.285714] recall 0.9328358208955224 [1,0,0.428571] recall 0.917910447761194 [0.967213,0.4,0.428571] recall 0.9328358208955224 [1,0.166667,0.333333] recall 0.917910447761194 [0.97541,0.333333,0.333333] recall 0.9029850746268657 [1,0,0] recall 0.9029850746268657 [1,0,0] recall 0.9029850746268657 [0.991736,0.166667,0] recall 0.9104477611940298 [0.983471,0.333333,0.142857] recall 0.9402985074626866 [1,0.5,0.285714] relative_absolute_error 0.42688672821610346 relative_absolute_error 0.47289701018257224 relative_absolute_error 0.5226216973278845 relative_absolute_error 0.42558343456625974 relative_absolute_error 0.5847764976983915 relative_absolute_error 0.5456677629629623 relative_absolute_error 0.5457485654320982 relative_absolute_error 0.500360580246913 relative_absolute_error 0.5961190827160485 relative_absolute_error 0.3994719395061724 root_mean_prior_squared_error 0.23595483341909546 root_mean_prior_squared_error 0.23595483341909546 root_mean_prior_squared_error 0.23595483341909546 root_mean_prior_squared_error 0.2360411675051896 root_mean_prior_squared_error 0.2360411675051896 root_mean_prior_squared_error 0.24487645441325687 root_mean_prior_squared_error 0.24487645441325687 root_mean_prior_squared_error 0.24487645441325687 root_mean_prior_squared_error 0.24487645441325687 root_mean_prior_squared_error 0.24487645441325687 root_mean_squared_error 0.1778546862401217 root_mean_squared_error 0.18799504345383405 root_mean_squared_error 0.19298376741922085 root_mean_squared_error 0.1960239788769571 root_mean_squared_error 0.20491718543737886 root_mean_squared_error 0.25429061622367805 root_mean_squared_error 0.25430478997612493 root_mean_squared_error 0.20659563246892182 root_mean_squared_error 0.22058769640257936 root_mean_squared_error 0.1957821052517148 root_relative_squared_error 0.7537658104431447 root_relative_squared_error 0.7967416506358369 root_relative_squared_error 0.817884357878142 root_relative_squared_error 0.8304652148132053 root_relative_squared_error 0.8681417212227335 root_relative_squared_error 1.0384445365846964 root_relative_squared_error 1.038502417823139 root_relative_squared_error 0.8436729164669634 root_relative_squared_error 0.9008121949949199 root_relative_squared_error 0.7995138026676514 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 2115970 usercpu_time_millis 2214670 usercpu_time_millis 2219880 usercpu_time_millis 2204560 usercpu_time_millis 2206430 usercpu_time_millis 2239120 usercpu_time_millis 2200250 usercpu_time_millis 2183750 usercpu_time_millis 2182880 usercpu_time_millis 2181010 usercpu_time_millis_testing 900 usercpu_time_millis_testing 1120 usercpu_time_millis_testing 1230 usercpu_time_millis_testing 1280 usercpu_time_millis_testing 1130 usercpu_time_millis_testing 1030 usercpu_time_millis_testing 1170 usercpu_time_millis_testing 1100 usercpu_time_millis_testing 1100 usercpu_time_millis_testing 1100 usercpu_time_millis_training 2115070 usercpu_time_millis_training 2213550 usercpu_time_millis_training 2218650 usercpu_time_millis_training 2203280 usercpu_time_millis_training 2205300 usercpu_time_millis_training 2238090 usercpu_time_millis_training 2199080 usercpu_time_millis_training 2182650 usercpu_time_millis_training 2181780 usercpu_time_millis_training 2179910