337784 2 Joaquin Vanschoren 3517 Supervised Classification predictive_accuracy 1200 weka.LADTree(4) 2070 weka.classifiers.trees.LADTree -- -B 10 B 10 1200 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 1158734 description https://api.openml.org/data/download/1158734/weka_generated_run5641056756932367090.xml -1 1158737 model_readable https://api.openml.org/data/download/1158737/WekaModel_weka.classifiers.trees.LADTree6005762691081750347.model -1 1158736 model_serialized https://api.openml.org/data/download/1158736/WekaSerialized_weka.classifiers.trees.LADTree1318823046502553765.model -1 1158735 predictions https://api.openml.org/data/download/1158735/weka_generated_predictions3239852762381355252.arff area_under_roc_curve 0.821067 [0.851859,0.752184,0.781539,0.665008,0.878256,0.871302,0.89263,0.887736] average_cost 0 f_measure 0.370621 [0.653832,0.075758,0,0.114082,0.574178,0.414904,0,0.184466] kappa 0.315686 kb_relative_information_score 2461.876533 mean_absolute_error 0.166015 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 0.35169 [0.509815,0.213904,0,0.274678,0.463659,0.41785,0,0.246753] predictive_accuracy 0.462317 prior_entropy 2.759053 recall 0.462317 [0.911249,0.04603,0,0.071991,0.753871,0.412,0,0.147287] relative_absolute_error 0.797547 root_mean_prior_squared_error 0.322602 root_mean_squared_error 0.287764 root_relative_squared_error 0.892009 scimark_benchmark 1331.004713 [799.3770405647658, 967.832724029716, 522.5020871626386, 1074.3606305428655, 3290.9510840119588] total_cost 0 usercpu_time_millis 213970 usercpu_time_millis_testing 10 usercpu_time_millis_training 213960 area_under_roc_curve 0.833002 [0.852778,0.750491,0.785577,0.733334,0.884922,0.884834,0.898707,0.874232] area_under_roc_curve 0.820128 [0.838375,0.795645,0.747333,0.644289,0.876722,0.882475,0.925292,0.88582] area_under_roc_curve 0.815466 [0.857278,0.750388,0.800273,0.637462,0.864295,0.855739,0.903827,0.872467] area_under_roc_curve 0.817071 [0.859435,0.737768,0.80209,0.613212,0.873794,0.868289,0.917672,0.90635] area_under_roc_curve 0.818436 [0.847228,0.743772,0.808166,0.640259,0.889598,0.864518,0.89825,0.868372] area_under_roc_curve 0.821994 [0.850784,0.746771,0.786813,0.657826,0.880766,0.879136,0.888395,0.917843] area_under_roc_curve 0.820415 [0.861048,0.740379,0.790156,0.655901,0.884412,0.868414,0.858877,0.879096] area_under_roc_curve 0.818689 [0.84805,0.764863,0.782757,0.649046,0.869022,0.877865,0.864838,0.914855] area_under_roc_curve 0.820791 [0.846081,0.753677,0.767087,0.68707,0.882156,0.872176,0.864526,0.884758] area_under_roc_curve 0.842797 [0.870742,0.766904,0.768668,0.753855,0.891643,0.870849,0.928888,0.900399] 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 0.363056 [0.650909,0.092593,0,0.041237,0.601719,0.393064,0,0.136364] f_measure 0.379669 [0.613546,0.093458,0,0.13986,0.583333,0.473934,0,0.311111] f_measure 0.383382 [0.660118,0.072727,0,0.192593,0.551948,0.423963,0,0.292683] f_measure 0.345073 [0.669118,0.038835,0,0.09434,0.591781,0.267516,0,0.044444] f_measure 0.373683 [0.656934,0.106195,0,0.039604,0.582043,0.462312,0,0.166667] f_measure 0.378056 [0.664234,0.148148,0,0.07767,0.547771,0.430622,0,0.263158] f_measure 0.364718 [0.667877,0.056075,0,0.081633,0.574194,0.419048,0,0.090909] f_measure 0.360055 [0.65019,0,0,0.204082,0.5625,0.333333,0,0.25] f_measure 0.364723 [0.65,0.109091,0,0.042553,0.565657,0.44843,0,0.111111] f_measure 0.370574 [0.652482,0.019417,0,0.142857,0.575342,0.438356,0,0.186047] kappa 0.31918 kappa 0.309935 kappa 0.317302 kappa 0.3034 kappa 0.325213 kappa 0.324195 kappa 0.31725 kappa 0.305255 kappa 0.315415 kappa 0.319924 kb_relative_information_score 247.968339 kb_relative_information_score 247.597384 kb_relative_information_score 242.342817 kb_relative_information_score 245.001223 kb_relative_information_score 244.522422 kb_relative_information_score 244.897354 kb_relative_information_score 244.313326 kb_relative_information_score 243.831928 kb_relative_information_score 243.134541 kb_relative_information_score 258.2672 mean_absolute_error 0.165492 mean_absolute_error 0.166953 mean_absolute_error 0.166351 mean_absolute_error 0.166654 mean_absolute_error 0.165802 mean_absolute_error 0.16648 mean_absolute_error 0.165781 mean_absolute_error 0.166641 mean_absolute_error 0.16623 mean_absolute_error 0.163758 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 0.35408 [0.502809,0.238095,0,0.25,0.464602,0.465753,0,0.166667] precision 0.353631 [0.5,0.25,0,0.185185,0.481481,0.45045,0,0.35] precision 0.354635 [0.533333,0.173913,0,0.282609,0.459459,0.393162,0,0.375] precision 0.32803 [0.52,0.117647,0,0.294118,0.446281,0.368421,0,0.052632] precision 0.348054 [0.508475,0.230769,0,0.153846,0.47,0.464646,0,0.3] precision 0.3776 [0.514124,0.380952,0,0.285714,0.447917,0.412844,0,0.416667] precision 0.360739 [0.515406,0.15,0,0.444444,0.473404,0.4,0,0.111111] precision 0.321815 [0.51506,0,0,0.258621,0.430435,0.411765,0,0.357143] precision 0.369283 [0.495913,0.26087,0,0.4,0.482759,0.406504,0,0.2] precision 0.396532 [0.495957,0.0625,0,0.777778,0.497041,0.403361,0,0.235294] predictive_accuracy 0.467236 predictive_accuracy 0.451567 predictive_accuracy 0.458689 predictive_accuracy 0.454416 predictive_accuracy 0.47151 predictive_accuracy 0.470085 predictive_accuracy 0.464387 predictive_accuracy 0.452991 predictive_accuracy 0.464387 predictive_accuracy 0.467903 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 [0.92268,0.057471,0,0.022472,0.853659,0.34,0,0.115385] recall 0.451567 [0.793814,0.057471,0,0.11236,0.739837,0.5,0,0.28] recall 0.458689 [0.865979,0.045977,0,0.146067,0.691057,0.46,0,0.24] recall 0.454416 [0.938144,0.023256,0,0.05618,0.878049,0.21,0,0.038462] recall 0.47151 [0.927835,0.068966,0,0.022727,0.764228,0.46,0,0.115385] recall 0.470085 [0.938144,0.091954,0,0.044944,0.704918,0.45,0,0.192308] recall 0.464387 [0.948454,0.034483,0,0.044944,0.729508,0.44,0,0.076923] recall 0.452991 [0.881443,0,0,0.168539,0.811475,0.28,0,0.192308] recall 0.464387 [0.943005,0.068966,0,0.022472,0.682927,0.5,0,0.076923] recall 0.467903 [0.953368,0.011494,0,0.078652,0.682927,0.48,0,0.153846] relative_absolute_error 0.795124 relative_absolute_error 0.802193 relative_absolute_error 0.799304 relative_absolute_error 0.800641 relative_absolute_error 0.796542 relative_absolute_error 0.799731 relative_absolute_error 0.796374 relative_absolute_error 0.800507 relative_absolute_error 0.798393 relative_absolute_error 0.786646 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 0.286973 root_mean_squared_error 0.289226 root_mean_squared_error 0.28898 root_mean_squared_error 0.287881 root_mean_squared_error 0.288776 root_mean_squared_error 0.288169 root_mean_squared_error 0.287277 root_mean_squared_error 0.288294 root_mean_squared_error 0.288537 root_mean_squared_error 0.283477 root_relative_squared_error 0.889652 root_relative_squared_error 0.896697 root_relative_squared_error 0.895934 root_relative_squared_error 0.892395 root_relative_squared_error 0.895163 root_relative_squared_error 0.893208 root_relative_squared_error 0.890445 root_relative_squared_error 0.893595 root_relative_squared_error 0.894194 root_relative_squared_error 0.878652 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 184070 usercpu_time_millis 181940 usercpu_time_millis 181190 usercpu_time_millis 174790 usercpu_time_millis 173170 usercpu_time_millis 178770 usercpu_time_millis 178430 usercpu_time_millis 174910 usercpu_time_millis 180680 usercpu_time_millis 181440 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 184070 usercpu_time_millis_training 181940 usercpu_time_millis_training 181190 usercpu_time_millis_training 174790 usercpu_time_millis_training 173170 usercpu_time_millis_training 178770 usercpu_time_millis_training 178430 usercpu_time_millis_training 174910 usercpu_time_millis_training 180670 usercpu_time_millis_training 181440