215395 2 Joaquin Vanschoren 3517 Supervised Classification predictive_accuracy 1191 weka.LogitBoost_DecisionStump(3) 2043 weka.classifiers.meta.LogitBoost -- -P 100 -L -1.7976931348623157E308 -H 1.0 -Z 3.0 -O 1 -E 1 -S 1 -I 40 -W weka.classifiers.trees.DecisionStump P 100 1191 L -1.7976931348623157E308 1191 H 1.0 1191 Z 3.0 1191 O 1 1191 E 1 1191 S 1 1191 I 40 1191 W weka.classifiers.trees.DecisionStump 1191 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 718798 description https://api.openml.org/data/download/718798/weka_generated_run2163970069773668508.xml -1 718801 model_readable https://api.openml.org/data/download/718801/WekaModel_weka.classifiers.meta.LogitBoost1195215930683539247.model -1 718800 model_serialized https://api.openml.org/data/download/718800/WekaSerialized_weka.classifiers.meta.LogitBoost1062429961647731982.model -1 718799 predictions https://api.openml.org/data/download/718799/weka_generated_predictions5794935130758125886.arff area_under_roc_curve 0.831021 [0.854353,0.768333,0.774948,0.685729,0.888204,0.884275,0.920677,0.896194] average_cost 0 f_measure 0.405747 [0.628346,0.146058,0.095514,0.17284,0.558532,0.492767,0.266667,0.148997] kappa 0.32258 kb_relative_information_score 2599.234216 mean_absolute_error 0.160102 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 0.40276 [0.507957,0.261905,0.202454,0.275184,0.508011,0.44967,0.376471,0.285714] predictive_accuracy 0.459467 prior_entropy 2.759053 recall 0.459467 [0.823529,0.101266,0.0625,0.125984,0.620212,0.545,0.206452,0.100775] relative_absolute_error 0.769144 root_mean_prior_squared_error 0.322602 root_mean_squared_error 0.289107 root_relative_squared_error 0.896172 scimark_benchmark 1320.255611 [783.9283271272598, 1003.6224224327092, 544.3558135208292, 1107.9628358993898, 3161.408656400291] total_cost 0 usercpu_time_millis 4200 usercpu_time_millis_testing 10 usercpu_time_millis_training 4190 area_under_roc_curve 0.840811 [0.853311,0.781647,0.781124,0.758005,0.89129,0.873987,0.940315,0.863308] area_under_roc_curve 0.823392 [0.844077,0.786581,0.763933,0.638039,0.891578,0.880407,0.927455,0.884313] area_under_roc_curve 0.829579 [0.857349,0.798411,0.793965,0.667055,0.864218,0.877051,0.929763,0.892083] area_under_roc_curve 0.822679 [0.856502,0.742544,0.813283,0.65427,0.870705,0.871055,0.926157,0.894373] area_under_roc_curve 0.831975 [0.857253,0.754229,0.778731,0.680754,0.894239,0.886678,0.923658,0.909621] area_under_roc_curve 0.832197 [0.853894,0.765844,0.760938,0.675248,0.900226,0.895249,0.905966,0.925154] area_under_roc_curve 0.829601 [0.854645,0.762041,0.773658,0.682919,0.894919,0.880365,0.902096,0.896763] area_under_roc_curve 0.828054 [0.860947,0.756761,0.761941,0.680398,0.87712,0.882392,0.927071,0.904102] area_under_roc_curve 0.829669 [0.844488,0.752406,0.755676,0.697005,0.899181,0.900091,0.889861,0.911669] area_under_roc_curve 0.844839 [0.861307,0.78174,0.774505,0.729511,0.900716,0.897371,0.938999,0.890513] 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 0.390802 [0.617188,0.12844,0.108108,0.21374,0.511111,0.469565,0.243902,0.054054] f_measure 0.400447 [0.606654,0.127273,0.126984,0.123288,0.572519,0.508772,0.26087,0.210526] f_measure 0.404794 [0.63301,0.196721,0.063492,0.133333,0.512635,0.497778,0.326531,0.242424] f_measure 0.394374 [0.637624,0.11215,0.121212,0.197183,0.549828,0.446512,0.186047,0.057143] f_measure 0.431875 [0.650407,0.237037,0.027778,0.204724,0.587814,0.506912,0.244898,0.242424] f_measure 0.410897 [0.627219,0.148148,0.114286,0.140351,0.59364,0.502326,0.26087,0.176471] f_measure 0.415483 [0.626263,0.140351,0.133333,0.20979,0.562963,0.473214,0.32,0.242424] f_measure 0.398652 [0.624506,0.124031,0.059701,0.183206,0.555133,0.504505,0.285714,0.054054] f_measure 0.401896 [0.637236,0.102564,0.081081,0.134454,0.593407,0.5,0.245614,0.129032] f_measure 0.404754 [0.624031,0.125984,0.119403,0.178862,0.544747,0.517857,0.28,0.105263] kappa 0.302718 kappa 0.314103 kappa 0.323065 kappa 0.313182 kappa 0.350904 kappa 0.331879 kappa 0.327978 kappa 0.313854 kappa 0.327547 kappa 0.320447 kb_relative_information_score 261.731748 kb_relative_information_score 255.259207 kb_relative_information_score 259.366438 kb_relative_information_score 252.643593 kb_relative_information_score 263.978884 kb_relative_information_score 262.807208 kb_relative_information_score 261.461211 kb_relative_information_score 255.025119 kb_relative_information_score 259.843915 kb_relative_information_score 267.116893 mean_absolute_error 0.160025 mean_absolute_error 0.160498 mean_absolute_error 0.159857 mean_absolute_error 0.162265 mean_absolute_error 0.159882 mean_absolute_error 0.159118 mean_absolute_error 0.159993 mean_absolute_error 0.161315 mean_absolute_error 0.15958 mean_absolute_error 0.158487 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 0.39933 [0.496855,0.318182,0.181818,0.333333,0.469388,0.415385,0.5,0.090909] precision 0.41077 [0.488959,0.304348,0.4,0.157895,0.539568,0.453125,0.4,0.307692] precision 0.412668 [0.507788,0.342857,0.2,0.258065,0.461039,0.448,0.444444,0.5] precision 0.396513 [0.517685,0.285714,0.307692,0.264151,0.47619,0.417391,0.333333,0.111111] precision 0.430394 [0.536913,0.333333,0.052632,0.333333,0.525641,0.470085,0.333333,0.571429] precision 0.413652 [0.507987,0.208333,0.235294,0.32,0.521739,0.469565,0.4,0.375] precision 0.421291 [0.51495,0.296296,0.227273,0.277778,0.513514,0.427419,0.421053,0.571429] precision 0.386466 [0.50641,0.190476,0.142857,0.285714,0.51773,0.459016,0.388889,0.090909] precision 0.39725 [0.506098,0.2,0.142857,0.266667,0.54,0.473214,0.269231,0.4] precision 0.403772 [0.498452,0.2,0.266667,0.323529,0.522388,0.467742,0.368421,0.166667] predictive_accuracy 0.444444 predictive_accuracy 0.452991 predictive_accuracy 0.461538 predictive_accuracy 0.452991 predictive_accuracy 0.480057 predictive_accuracy 0.467236 predictive_accuracy 0.461538 predictive_accuracy 0.451567 predictive_accuracy 0.464387 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 0.444444 [0.814433,0.08046,0.076923,0.157303,0.560976,0.54,0.16129,0.038462] recall 0.452991 [0.798969,0.08046,0.075472,0.101124,0.609756,0.58,0.193548,0.16] recall 0.461538 [0.840206,0.137931,0.037736,0.089888,0.577236,0.56,0.258065,0.16] recall 0.452991 [0.829897,0.069767,0.075472,0.157303,0.650407,0.48,0.129032,0.038462] recall 0.480057 [0.824742,0.183908,0.018868,0.147727,0.666667,0.55,0.193548,0.153846] recall 0.467236 [0.819588,0.114943,0.075472,0.089888,0.688525,0.54,0.193548,0.115385] recall 0.461538 [0.798969,0.091954,0.09434,0.168539,0.622951,0.53,0.258065,0.153846] recall 0.451567 [0.814433,0.091954,0.037736,0.134831,0.598361,0.56,0.225806,0.038462] recall 0.464387 [0.860104,0.068966,0.056604,0.089888,0.658537,0.53,0.225806,0.076923] recall 0.457917 [0.834197,0.091954,0.076923,0.123596,0.569106,0.58,0.225806,0.076923] relative_absolute_error 0.768855 relative_absolute_error 0.77118 relative_absolute_error 0.768098 relative_absolute_error 0.779555 relative_absolute_error 0.768101 relative_absolute_error 0.764369 relative_absolute_error 0.768571 relative_absolute_error 0.774924 relative_absolute_error 0.766457 relative_absolute_error 0.761323 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 0.2883 root_mean_squared_error 0.290385 root_mean_squared_error 0.290042 root_mean_squared_error 0.291615 root_mean_squared_error 0.288019 root_mean_squared_error 0.287922 root_mean_squared_error 0.288846 root_mean_squared_error 0.290689 root_mean_squared_error 0.28842 root_mean_squared_error 0.286794 root_relative_squared_error 0.893766 root_relative_squared_error 0.900288 root_relative_squared_error 0.899227 root_relative_squared_error 0.903968 root_relative_squared_error 0.892818 root_relative_squared_error 0.892444 root_relative_squared_error 0.895307 root_relative_squared_error 0.90102 root_relative_squared_error 0.893832 root_relative_squared_error 0.888932 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 3840 usercpu_time_millis 3860 usercpu_time_millis 3880 usercpu_time_millis 3760 usercpu_time_millis 3790 usercpu_time_millis 3790 usercpu_time_millis 3770 usercpu_time_millis 3830 usercpu_time_millis 3780 usercpu_time_millis 3820 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 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_training 3830 usercpu_time_millis_training 3850 usercpu_time_millis_training 3870 usercpu_time_millis_training 3760 usercpu_time_millis_training 3780 usercpu_time_millis_training 3790 usercpu_time_millis_training 3770 usercpu_time_millis_training 3830 usercpu_time_millis_training 3780 usercpu_time_millis_training 3820