197732 2 Joaquin Vanschoren 3517 Supervised Classification predictive_accuracy 1179 weka.SMO_RBFKernel(3) 2021 weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.RBFKernel -G 0.01 -C 250007" G 0.01 1175 C 250007 1175 C 1.0 1179 N 0 1179 L 0.001 1179 P 1.0E-12 1179 V -1 1179 W 1 1179 K weka.classifiers.functions.supportVector.RBFKernel 1179 study_1 weka weka_3.7.12 382 ipums_la_97-small https://www.openml.org/data/download/52422/ipums_la_97-small.arff -1 653686 description https://api.openml.org/data/download/653686/weka_generated_run7316734066173001088.xml -1 653689 model_readable https://api.openml.org/data/download/653689/WekaModel_weka.classifiers.functions.SMO6979896385692499751.model -1 653688 model_serialized https://api.openml.org/data/download/653688/WekaSerialized_weka.classifiers.functions.SMO1275440335079607114.model -1 653687 predictions https://api.openml.org/data/download/653687/weka_generated_predictions6967673081873952132.arff area_under_roc_curve 0.800668 [0.789335,0.74644,0.739076,0.65809,0.876791,0.878456,0.913825,0.886296] average_cost 0 f_measure 0.357957 [0.640991,0,0,0.053719,0.569767,0.523403,0,0] kappa 0.324388 kb_relative_information_score 1390.371061 mean_absolute_error 0.196037 mean_prior_absolute_error 0.208156 number_of_instances 7019 [1938,869,528,889,1227,1000,310,258] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.326271 [0.477503,0,0,0.329114,0.514098,0.441318,0,0] predictive_accuracy 0.476136 prior_entropy 2.759053 recall 0.476136 [0.974716,0,0,0.029246,0.638957,0.643,0,0] relative_absolute_error 0.941776 root_mean_prior_squared_error 0.322602 root_mean_squared_error 0.305509 root_relative_squared_error 0.947014 scimark_benchmark 1320.255611 [783.9283271272598, 1003.6224224327092, 544.3558135208292, 1107.9628358993898, 3161.408656400291] total_cost 0 usercpu_time_millis 4632550 usercpu_time_millis_testing 2668150 usercpu_time_millis_training 1964400 area_under_roc_curve 0.806606 [0.789066,0.763845,0.730533,0.710431,0.870824,0.878812,0.92034,0.844817] area_under_roc_curve 0.80111 [0.781598,0.750949,0.745196,0.624182,0.89214,0.891545,0.933176,0.902127] area_under_roc_curve 0.798984 [0.799989,0.771171,0.74255,0.64659,0.857962,0.860075,0.917865,0.868183] area_under_roc_curve 0.799936 [0.798934,0.759986,0.724932,0.627582,0.870642,0.876337,0.925364,0.904529] area_under_roc_curve 0.800129 [0.783109,0.74066,0.758947,0.66592,0.879621,0.870432,0.924739,0.869282] area_under_roc_curve 0.799585 [0.786879,0.73167,0.743655,0.668484,0.870704,0.881927,0.904981,0.908341] area_under_roc_curve 0.796977 [0.791415,0.748061,0.753351,0.628654,0.878095,0.876669,0.879669,0.881543] area_under_roc_curve 0.799827 [0.794768,0.725642,0.742071,0.656827,0.880794,0.879585,0.887433,0.901912] area_under_roc_curve 0.798275 [0.786684,0.743809,0.729904,0.65427,0.873998,0.883056,0.899332,0.894089] area_under_roc_curve 0.805799 [0.781261,0.727526,0.720591,0.699071,0.89414,0.884892,0.947785,0.894188] 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 0.346253 [0.639594,0,0,0.021978,0.525926,0.523438,0,0] f_measure 0.369557 [0.630508,0,0,0.019802,0.633962,0.573705,0,0] f_measure 0.352824 [0.653979,0,0,0.08,0.524476,0.491803,0,0] f_measure 0.35858 [0.649485,0,0,0.060606,0.568421,0.504132,0,0] f_measure 0.36023 [0.637584,0,0,0.086022,0.560886,0.526316,0,0] f_measure 0.353082 [0.639456,0,0,0.021053,0.57732,0.515021,0,0] f_measure 0.35943 [0.641766,0,0,0.061224,0.567164,0.531746,0,0] f_measure 0.364334 [0.643836,0,0,0.078431,0.597122,0.510288,0,0] f_measure 0.353219 [0.637584,0,0,0.042105,0.556777,0.526749,0,0] f_measure 0.362069 [0.636667,0,0,0.06383,0.588679,0.528455,0,0] kappa 0.31257 kappa 0.340821 kappa 0.314281 kappa 0.32464 kappa 0.324632 kappa 0.321741 kappa 0.326202 kappa 0.330389 kappa 0.319591 kappa 0.329068 kb_relative_information_score 139.026902 kb_relative_information_score 141.111935 kb_relative_information_score 137.677901 kb_relative_information_score 138.743871 kb_relative_information_score 139.059549 kb_relative_information_score 139.690267 kb_relative_information_score 137.613131 kb_relative_information_score 138.577345 kb_relative_information_score 138.542634 kb_relative_information_score 140.327525 mean_absolute_error 0.195945 mean_absolute_error 0.195831 mean_absolute_error 0.196174 mean_absolute_error 0.195971 mean_absolute_error 0.196123 mean_absolute_error 0.196123 mean_absolute_error 0.196187 mean_absolute_error 0.196123 mean_absolute_error 0.196098 mean_absolute_error 0.195792 mean_prior_absolute_error 0.208134 mean_prior_absolute_error 0.20812 mean_prior_absolute_error 0.20812 mean_prior_absolute_error 0.208151 mean_prior_absolute_error 0.208152 mean_prior_absolute_error 0.208169 mean_prior_absolute_error 0.208169 mean_prior_absolute_error 0.208169 mean_prior_absolute_error 0.208205 mean_prior_absolute_error 0.208173 number_of_instances 702 [194,87,52,89,123,100,31,26] number_of_instances 702 [194,87,53,89,123,100,31,25] number_of_instances 702 [194,87,53,89,123,100,31,25] number_of_instances 702 [194,86,53,89,123,100,31,26] number_of_instances 702 [194,87,53,88,123,100,31,26] number_of_instances 702 [194,87,53,89,122,100,31,26] number_of_instances 702 [194,87,53,89,122,100,31,26] number_of_instances 702 [194,87,53,89,122,100,31,26] number_of_instances 702 [193,87,53,89,123,100,31,26] number_of_instances 701 [193,87,52,89,123,100,31,26] precision 0.340761 [0.476071,0,0,0.5,0.482993,0.429487,0,0] precision 0.311938 [0.469697,0,0,0.083333,0.591549,0.476821,0,0] precision 0.322094 [0.492188,0,0,0.363636,0.460123,0.416667,0,0] precision 0.32145 [0.487113,0,0,0.3,0.5,0.429577,0,0] precision 0.383862 [0.472637,0,0,0.8,0.513514,0.442177,0,0] precision 0.303638 [0.477157,0,0,0.166667,0.497041,0.451128,0,0] precision 0.327746 [0.478481,0,0,0.333333,0.520548,0.440789,0,0] precision 0.326452 [0.482051,0,0,0.307692,0.532051,0.433566,0,0] precision 0.324408 [0.471464,0,0,0.333333,0.506667,0.447552,0,0] precision 0.365273 [0.469287,0,0,0.6,0.549296,0.445205,0,0] predictive_accuracy 0.467236 predictive_accuracy 0.488604 predictive_accuracy 0.467236 predictive_accuracy 0.475783 predictive_accuracy 0.477208 predictive_accuracy 0.474359 predictive_accuracy 0.477208 predictive_accuracy 0.480057 predictive_accuracy 0.472934 predictive_accuracy 0.480742 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 recall 0.467236 [0.974227,0,0,0.011236,0.577236,0.67,0,0] recall 0.488604 [0.958763,0,0,0.011236,0.682927,0.72,0,0] recall 0.467236 [0.974227,0,0,0.044944,0.609756,0.6,0,0] recall 0.475783 [0.974227,0,0,0.033708,0.658537,0.61,0,0] recall 0.477208 [0.979381,0,0,0.045455,0.617886,0.65,0,0] recall 0.474359 [0.969072,0,0,0.011236,0.688525,0.6,0,0] recall 0.477208 [0.974227,0,0,0.033708,0.622951,0.67,0,0] recall 0.480057 [0.969072,0,0,0.044944,0.680328,0.62,0,0] recall 0.472934 [0.984456,0,0,0.022472,0.617886,0.64,0,0] recall 0.480742 [0.989637,0,0,0.033708,0.634146,0.65,0,0] relative_absolute_error 0.941438 relative_absolute_error 0.94095 relative_absolute_error 0.9426 relative_absolute_error 0.941482 relative_absolute_error 0.942211 relative_absolute_error 0.942133 relative_absolute_error 0.942439 relative_absolute_error 0.942133 relative_absolute_error 0.941848 relative_absolute_error 0.940526 root_mean_prior_squared_error 0.322567 root_mean_prior_squared_error 0.322546 root_mean_prior_squared_error 0.322546 root_mean_prior_squared_error 0.322594 root_mean_prior_squared_error 0.322596 root_mean_prior_squared_error 0.322622 root_mean_prior_squared_error 0.322622 root_mean_prior_squared_error 0.322622 root_mean_prior_squared_error 0.322678 root_mean_prior_squared_error 0.322627 root_mean_squared_error 0.305357 root_mean_squared_error 0.305176 root_mean_squared_error 0.305743 root_mean_squared_error 0.305407 root_mean_squared_error 0.305651 root_mean_squared_error 0.305646 root_mean_squared_error 0.305748 root_mean_squared_error 0.305648 root_mean_squared_error 0.305613 root_mean_squared_error 0.305097 root_relative_squared_error 0.946646 root_relative_squared_error 0.946148 root_relative_squared_error 0.947905 root_relative_squared_error 0.946722 root_relative_squared_error 0.947474 root_relative_squared_error 0.947382 root_relative_squared_error 0.947695 root_relative_squared_error 0.947386 root_relative_squared_error 0.947114 root_relative_squared_error 0.945663 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 1526430 usercpu_time_millis 1643760 usercpu_time_millis 1566740 usercpu_time_millis 1638900 usercpu_time_millis 1504450 usercpu_time_millis 1795430 usercpu_time_millis 1582540 usercpu_time_millis 1626760 usercpu_time_millis 1587890 usercpu_time_millis 1632730 usercpu_time_millis_testing 247300 usercpu_time_millis_testing 244220 usercpu_time_millis_testing 243290 usercpu_time_millis_testing 246430 usercpu_time_millis_testing 248260 usercpu_time_millis_testing 246160 usercpu_time_millis_testing 245410 usercpu_time_millis_testing 245960 usercpu_time_millis_testing 243940 usercpu_time_millis_testing 249280 usercpu_time_millis_training 1279130 usercpu_time_millis_training 1399540 usercpu_time_millis_training 1323450 usercpu_time_millis_training 1392470 usercpu_time_millis_training 1256190 usercpu_time_millis_training 1549270 usercpu_time_millis_training 1337130 usercpu_time_millis_training 1380800 usercpu_time_millis_training 1343950 usercpu_time_millis_training 1383450