217012 2 Joaquin Vanschoren 3517 Supervised Classification predictive_accuracy 1194 weka.RandomSubSpace_REPTree(4) 2053 weka.classifiers.meta.RandomSubSpace -- -P 0.5 -S 1 -num-slots 1 -I 20 -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 20 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 725219 description https://api.openml.org/data/download/725219/weka_generated_run2149352375512912212.xml -1 725222 model_readable https://api.openml.org/data/download/725222/WekaModel_weka.classifiers.meta.RandomSubSpace2133488932212361458.model -1 725221 model_serialized https://api.openml.org/data/download/725221/WekaSerialized_weka.classifiers.meta.RandomSubSpace7999029745265064451.model -1 725220 predictions https://api.openml.org/data/download/725220/weka_generated_predictions2756680703888085599.arff area_under_roc_curve 0.79082 [0.820915,0.734789,0.715986,0.624138,0.856065,0.860143,0.866267,0.811336] average_cost 0 f_measure 0.326192 [0.595459,0.02589,0.011132,0.053061,0.527778,0.406617,0.018692,0] kappa 0.263576 kb_relative_information_score 1242.922093 mean_absolute_error 0.191327 mean_prior_absolute_error 0.208156 number_of_instances 7019 [1938,869,528,889,1227,1000,310,258] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.355961 [0.431418,0.206897,0.272727,0.285714,0.45977,0.435927,0.272727,0] predictive_accuracy 0.434107 prior_entropy 2.759053 recall 0.434107 [0.960784,0.013809,0.005682,0.029246,0.619397,0.381,0.009677,0] relative_absolute_error 0.919151 root_mean_prior_squared_error 0.322602 root_mean_squared_error 0.302889 root_relative_squared_error 0.938893 scimark_benchmark 938.996723 [560.3085619771907, 1011.7904963405887, 464.8232639718175, 907.072706265492, 1750.9885882679507] total_cost 0 usercpu_time_millis 10700 usercpu_time_millis_testing 90 usercpu_time_millis_training 10610 area_under_roc_curve 0.823052 [0.83774,0.750407,0.754127,0.674377,0.893874,0.888455,0.941061,0.876024] area_under_roc_curve 0.80835 [0.821003,0.793664,0.738059,0.621478,0.886881,0.874468,0.880487,0.835244] area_under_roc_curve 0.817495 [0.86151,0.781142,0.791319,0.600812,0.871541,0.869551,0.896447,0.857312] area_under_roc_curve 0.735069 [0.773439,0.658506,0.683839,0.582528,0.747715,0.82907,0.866016,0.751109] area_under_roc_curve 0.781459 [0.818406,0.718624,0.684188,0.606428,0.855119,0.855714,0.849863,0.791107] area_under_roc_curve 0.792176 [0.833428,0.719503,0.64007,0.644363,0.867411,0.875257,0.832508,0.82294] area_under_roc_curve 0.775892 [0.808507,0.701841,0.703288,0.595249,0.8757,0.83951,0.817773,0.783739] area_under_roc_curve 0.77658 [0.826224,0.703691,0.708928,0.636234,0.827996,0.828522,0.827989,0.766045] area_under_roc_curve 0.768576 [0.783081,0.720045,0.687138,0.618417,0.841246,0.841528,0.848853,0.783227] area_under_roc_curve 0.824022 [0.850404,0.771088,0.729836,0.692296,0.879969,0.877155,0.912542,0.870028] 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 0.347763 [0.638796,0,0,0,0.592357,0.47343,0,0] f_measure 0.339624 [0.635452,0,0,0.043011,0.566879,0.415842,0,0] f_measure 0.334729 [0.647555,0,0,0,0.54375,0.405941,0.060606,0] f_measure 0.307012 [0.544304,0.020833,0.037037,0.09009,0.421456,0.463158,0,0] f_measure 0.324896 [0.583072,0.041667,0,0.039604,0.50365,0.459016,0,0] f_measure 0.319572 [0.59306,0.043478,0,0.041237,0.534296,0.366492,0,0] f_measure 0.319043 [0.570093,0.021053,0,0.115385,0.523297,0.374269,0,0] f_measure 0.320774 [0.575758,0.080808,0,0.041667,0.498024,0.41989,0,0] f_measure 0.317752 [0.559375,0.041237,0.070175,0.110092,0.5,0.329545,0.114286,0] f_measure 0.319646 [0.617124,0,0,0.021978,0.561728,0.339181,0,0] kappa 0.318742 kappa 0.300385 kappa 0.297504 kappa 0.21445 kappa 0.254923 kappa 0.255581 kappa 0.243037 kappa 0.244818 kappa 0.228661 kappa 0.276869 kb_relative_information_score 159.583226 kb_relative_information_score 148.918457 kb_relative_information_score 154.547955 kb_relative_information_score 105.971394 kb_relative_information_score 119.383083 kb_relative_information_score 118.153112 kb_relative_information_score 107.563748 kb_relative_information_score 101.864461 kb_relative_information_score 115.420651 kb_relative_information_score 111.516006 mean_absolute_error 0.185792 mean_absolute_error 0.187366 mean_absolute_error 0.185909 mean_absolute_error 0.194595 mean_absolute_error 0.191584 mean_absolute_error 0.192271 mean_absolute_error 0.194166 mean_absolute_error 0.195077 mean_absolute_error 0.193085 mean_absolute_error 0.193429 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 0.2812 [0.472772,0,0,0,0.486911,0.457944,0,0] precision 0.333658 [0.470297,0,0,0.5,0.465969,0.411765,0,0] precision 0.2897 [0.481203,0,0,0,0.441624,0.401961,0.5,0] precision 0.364559 [0.392694,0.1,1,0.227273,0.398551,0.488889,0,0] precision 0.314743 [0.418919,0.222222,0,0.153846,0.456954,0.506024,0,0] precision 0.337105 [0.427273,0.4,0,0.25,0.477419,0.384615,0,0] precision 0.324098 [0.408482,0.125,0,0.4,0.464968,0.450704,0,0] precision 0.340616 [0.407725,0.333333,0,0.285714,0.480916,0.469136,0,0] precision 0.369115 [0.400447,0.2,0.5,0.3,0.468085,0.381579,0.5,0] precision 0.324628 [0.448357,0,0,0.5,0.452736,0.408451,0,0] predictive_accuracy 0.474359 predictive_accuracy 0.460114 predictive_accuracy 0.457265 predictive_accuracy 0.396011 predictive_accuracy 0.428775 predictive_accuracy 0.428775 predictive_accuracy 0.420228 predictive_accuracy 0.423077 predictive_accuracy 0.407407 predictive_accuracy 0.445078 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 0.474359 [0.984536,0,0,0,0.756098,0.49,0,0] recall 0.460114 [0.979381,0,0,0.022472,0.723577,0.42,0,0] recall 0.457265 [0.989691,0,0,0,0.707317,0.41,0.032258,0] recall 0.396011 [0.886598,0.011628,0.018868,0.05618,0.447154,0.44,0,0] recall 0.428775 [0.958763,0.022989,0,0.022727,0.560976,0.42,0,0] recall 0.428775 [0.969072,0.022989,0,0.022472,0.606557,0.35,0,0] recall 0.420228 [0.943299,0.011494,0,0.067416,0.598361,0.32,0,0] recall 0.423077 [0.979381,0.045977,0,0.022472,0.516393,0.38,0,0] recall 0.407407 [0.927461,0.022989,0.037736,0.067416,0.536585,0.29,0.064516,0] recall 0.445078 [0.989637,0,0,0.011236,0.739837,0.29,0,0] relative_absolute_error 0.892657 relative_absolute_error 0.900277 relative_absolute_error 0.893275 relative_absolute_error 0.934875 relative_absolute_error 0.920404 relative_absolute_error 0.923629 relative_absolute_error 0.93273 relative_absolute_error 0.937107 relative_absolute_error 0.927378 relative_absolute_error 0.929175 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 0.295966 root_mean_squared_error 0.298144 root_mean_squared_error 0.296717 root_mean_squared_error 0.30837 root_mean_squared_error 0.304061 root_mean_squared_error 0.303499 root_mean_squared_error 0.305991 root_mean_squared_error 0.306815 root_mean_squared_error 0.305541 root_mean_squared_error 0.303502 root_relative_squared_error 0.917533 root_relative_squared_error 0.924346 root_relative_squared_error 0.919921 root_relative_squared_error 0.955908 root_relative_squared_error 0.942546 root_relative_squared_error 0.940724 root_relative_squared_error 0.948449 root_relative_squared_error 0.951004 root_relative_squared_error 0.94689 root_relative_squared_error 0.940719 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 8010 usercpu_time_millis 8100 usercpu_time_millis 8100 usercpu_time_millis 8980 usercpu_time_millis 8400 usercpu_time_millis 9020 usercpu_time_millis 9030 usercpu_time_millis 8760 usercpu_time_millis 9090 usercpu_time_millis 7470 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 8010 usercpu_time_millis_training 8090 usercpu_time_millis_training 8090 usercpu_time_millis_training 8970 usercpu_time_millis_training 8390 usercpu_time_millis_training 9010 usercpu_time_millis_training 9020 usercpu_time_millis_training 8750 usercpu_time_millis_training 9090 usercpu_time_millis_training 7470