232072 2 Joaquin Vanschoren 3517 Supervised Classification predictive_accuracy 1194 weka.RandomSubSpace_REPTree(4) 2054 weka.classifiers.meta.RandomSubSpace -- -P 0.5 -S 1 -num-slots 1 -I 40 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 M 2 1077 V 0.001 1077 N 3 1077 S 1 1077 L -1 1077 I 0.0 1077 P 0.5 1194 S 1 1194 num-slots 1 1194 I 40 1194 W weka.classifiers.trees.REPTree 1194 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 773079 description https://api.openml.org/data/download/773079/weka_generated_run9112255085646429305.xml -1 773082 model_readable https://api.openml.org/data/download/773082/WekaModel_weka.classifiers.meta.RandomSubSpace6148014623533899212.model -1 773081 model_serialized https://api.openml.org/data/download/773081/WekaSerialized_weka.classifiers.meta.RandomSubSpace8003122285201845584.model -1 773080 predictions https://api.openml.org/data/download/773080/weka_generated_predictions1647385839020496050.arff area_under_roc_curve 0.794613 [0.826788,0.734464,0.718134,0.630318,0.859095,0.862352,0.868605,0.820019] average_cost 0 f_measure 0.323005 [0.58903,0.015301,0.007449,0.051493,0.53352,0.400221,0.025078,0] kappa 0.25984 kb_relative_information_score 1161.312841 mean_absolute_error 0.19277 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 0.356069 [0.423503,0.152174,0.222222,0.304878,0.466707,0.447466,0.444444,0] predictive_accuracy 0.432825 prior_entropy 2.759053 recall 0.432825 [0.966976,0.008055,0.003788,0.028121,0.622657,0.362,0.012903,0] relative_absolute_error 0.926083 root_mean_prior_squared_error 0.322602 root_mean_squared_error 0.303908 root_relative_squared_error 0.942051 scimark_benchmark 1263.220455 [818.8923669128452, 685.6271382596582, 529.4584627211171, 1063.8961096609355, 3218.2281952842477] total_cost 0 usercpu_time_millis 16590 usercpu_time_millis_testing 170 usercpu_time_millis_training 16420 area_under_roc_curve 0.823998 [0.849399,0.759125,0.736036,0.668054,0.890672,0.884502,0.939907,0.874943] area_under_roc_curve 0.807491 [0.821876,0.798103,0.720513,0.626684,0.884845,0.877243,0.862507,0.828804] area_under_roc_curve 0.816674 [0.864787,0.773012,0.781086,0.618014,0.862505,0.869784,0.887698,0.851935] area_under_roc_curve 0.750962 [0.793307,0.671389,0.70855,0.587239,0.767106,0.843912,0.871785,0.767154] area_under_roc_curve 0.781169 [0.818015,0.715017,0.686164,0.611897,0.850317,0.859751,0.842267,0.791961] area_under_roc_curve 0.798211 [0.838441,0.725007,0.663386,0.645802,0.87011,0.872608,0.851546,0.852412] area_under_roc_curve 0.769169 [0.804093,0.684572,0.702692,0.581264,0.868146,0.833522,0.830297,0.78556] area_under_roc_curve 0.78213 [0.834209,0.700972,0.702547,0.648432,0.835981,0.82706,0.830777,0.801491] area_under_roc_curve 0.778041 [0.798966,0.722942,0.698317,0.625392,0.84734,0.853821,0.843469,0.794834] area_under_roc_curve 0.832312 [0.850608,0.77414,0.748163,0.714915,0.893423,0.879002,0.922244,0.885413] 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 0.340085 [0.636667,0,0,0,0.568807,0.452632,0,0] f_measure 0.345772 [0.628478,0,0,0.061856,0.568627,0.453608,0,0] f_measure 0.328326 [0.626623,0,0,0.021739,0.546032,0.360656,0.121212,0] f_measure 0.30598 [0.549763,0.020619,0.037037,0.058252,0.450185,0.438503,0,0] f_measure 0.33321 [0.574103,0.081633,0,0.07619,0.530909,0.434286,0,0] f_measure 0.305351 [0.589147,0,0,0.042553,0.523297,0.324324,0,0] f_measure 0.310923 [0.557377,0,0,0.116505,0.511628,0.373494,0,0] f_measure 0.304972 [0.556851,0.042105,0,0.021277,0.495935,0.4,0,0] f_measure 0.316724 [0.556575,0,0.035714,0.098039,0.530303,0.354286,0.117647,0] f_measure 0.332142 [0.627063,0,0,0,0.582043,0.402174,0,0] kappa 0.306821 kappa 0.30408 kappa 0.282597 kappa 0.219035 kappa 0.257895 kappa 0.242043 kappa 0.229038 kappa 0.224749 kappa 0.234805 kappa 0.296028 kb_relative_information_score 135.001814 kb_relative_information_score 125.023438 kb_relative_information_score 129.272561 kb_relative_information_score 106.502417 kb_relative_information_score 116.047055 kb_relative_information_score 109.453932 kb_relative_information_score 100.794251 kb_relative_information_score 91.986931 kb_relative_information_score 111.183402 kb_relative_information_score 136.047039 mean_absolute_error 0.18991 mean_absolute_error 0.191416 mean_absolute_error 0.190327 mean_absolute_error 0.194453 mean_absolute_error 0.192287 mean_absolute_error 0.193865 mean_absolute_error 0.195522 mean_absolute_error 0.196694 mean_absolute_error 0.193747 mean_absolute_error 0.189476 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 0.277945 [0.470443,0,0,0,0.455882,0.477778,0,0] precision 0.324762 [0.460432,0,0,0.375,0.47541,0.468085,0,0] precision 0.347927 [0.457346,0,0,0.333333,0.447917,0.39759,1,0] precision 0.362685 [0.396355,0.090909,1,0.214286,0.412162,0.471264,0,0] precision 0.344641 [0.411633,0.363636,0,0.235294,0.480263,0.506667,0,0] precision 0.298219 [0.421286,0,0,0.4,0.464968,0.352941,0,0] precision 0.313922 [0.392034,0,0,0.428571,0.485294,0.469697,0,0] precision 0.318306 [0.388211,0.25,0,0.2,0.491935,0.485714,0,0] precision 0.357773 [0.394794,0,0.333333,0.384615,0.496454,0.413333,0.666667,0] precision 0.271964 [0.460048,0,0,0,0.47,0.440476,0,0] predictive_accuracy 0.465812 predictive_accuracy 0.464387 predictive_accuracy 0.448718 predictive_accuracy 0.400285 predictive_accuracy 0.431624 predictive_accuracy 0.420228 predictive_accuracy 0.413105 predictive_accuracy 0.411681 predictive_accuracy 0.41453 predictive_accuracy 0.457917 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 0.465812 [0.984536,0,0,0,0.756098,0.43,0,0] recall 0.464387 [0.989691,0,0,0.033708,0.707317,0.44,0,0] recall 0.448718 [0.994845,0,0,0.011236,0.699187,0.33,0.064516,0] recall 0.400285 [0.896907,0.011628,0.018868,0.033708,0.495935,0.41,0,0] recall 0.431624 [0.948454,0.045977,0,0.045455,0.593496,0.38,0,0] recall 0.420228 [0.979381,0,0,0.022472,0.598361,0.3,0,0] recall 0.413105 [0.963918,0,0,0.067416,0.540984,0.31,0,0] recall 0.411681 [0.984536,0.022989,0,0.011236,0.5,0.34,0,0] recall 0.41453 [0.943005,0,0.018868,0.05618,0.569106,0.31,0.064516,0] recall 0.457917 [0.984456,0,0,0,0.764228,0.37,0,0] relative_absolute_error 0.912441 relative_absolute_error 0.919738 relative_absolute_error 0.914505 relative_absolute_error 0.934189 relative_absolute_error 0.92378 relative_absolute_error 0.931283 relative_absolute_error 0.939245 relative_absolute_error 0.944875 relative_absolute_error 0.930556 relative_absolute_error 0.910188 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 0.299674 root_mean_squared_error 0.301811 root_mean_squared_error 0.300613 root_mean_squared_error 0.307412 root_mean_squared_error 0.304536 root_mean_squared_error 0.30462 root_mean_squared_error 0.307333 root_mean_squared_error 0.308089 root_mean_squared_error 0.305514 root_mean_squared_error 0.299305 root_relative_squared_error 0.929029 root_relative_squared_error 0.935714 root_relative_squared_error 0.931999 root_relative_squared_error 0.952938 root_relative_squared_error 0.944018 root_relative_squared_error 0.944202 root_relative_squared_error 0.952611 root_relative_squared_error 0.954951 root_relative_squared_error 0.946808 root_relative_squared_error 0.927711 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 13320 usercpu_time_millis 13250 usercpu_time_millis 13270 usercpu_time_millis 13860 usercpu_time_millis 13820 usercpu_time_millis 14060 usercpu_time_millis 13690 usercpu_time_millis 13630 usercpu_time_millis 13990 usercpu_time_millis 12910 usercpu_time_millis_testing 20 usercpu_time_millis_testing 20 usercpu_time_millis_testing 20 usercpu_time_millis_testing 20 usercpu_time_millis_testing 20 usercpu_time_millis_testing 20 usercpu_time_millis_testing 20 usercpu_time_millis_testing 10 usercpu_time_millis_testing 20 usercpu_time_millis_testing 20 usercpu_time_millis_training 13300 usercpu_time_millis_training 13230 usercpu_time_millis_training 13250 usercpu_time_millis_training 13840 usercpu_time_millis_training 13800 usercpu_time_millis_training 14040 usercpu_time_millis_training 13670 usercpu_time_millis_training 13620 usercpu_time_millis_training 13970 usercpu_time_millis_training 12890