159710 2 Joaquin Vanschoren 3517 Supervised Classification predictive_accuracy 471 weka.LogitBoost_DecisionStump(2) 962 weka.classifiers.meta.LogitBoost -- -P 100 -L -1.7976931348623157E308 -H 1.0 -Z 3.0 -O 1 -E 1 -S 1 -I 80 -W weka.classifiers.trees.DecisionStump E 1 471 H 1.0 471 I 80 471 L -1.7976931348623157E308 471 O 1 471 P 100 471 S 1 471 W weka.classifiers.trees.DecisionStump 471 Z 3.0 471 weka weka_3.7.12-SNAPSHOT 382 ipums_la_97-small https://www.openml.org/data/download/52422/ipums_la_97-small.arff -1 520550 description https://api.openml.org/data/download/520550/weka_generated_run4604699726172723988.xml -1 520553 model_readable https://api.openml.org/data/download/520553/WekaModel_weka.classifiers.meta.LogitBoost594452584663469854.model -1 520552 model_serialized https://api.openml.org/data/download/520552/WekaSerialized_weka.classifiers.meta.LogitBoost7762349976347007371.model -1 520551 predictions https://api.openml.org/data/download/520551/weka_generated_predictions8198972632880966684.arff area_under_roc_curve 0.828966 [0.854773,0.77216,0.769771,0.677551,0.884509,0.882794,0.916025,0.891939] average_cost 0 f_measure 0.414809 [0.633037,0.210294,0.098361,0.187688,0.549177,0.469492,0.306202,0.174142] kappa 0.323916 kb_relative_information_score 2598.433195 mean_absolute_error 0.15831 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 0.407509 [0.528113,0.291242,0.176471,0.282167,0.498011,0.439407,0.383495,0.272727] predictive_accuracy 0.45619 prior_entropy 2.759053 recall 0.45619 [0.78999,0.164557,0.068182,0.140607,0.612062,0.504,0.254839,0.127907] relative_absolute_error 0.760536 root_mean_prior_squared_error 0.322602 root_mean_squared_error 0.292258 root_relative_squared_error 0.905939 scimark_benchmark 942.69529 [561.3906374865355, 1009.6698621593916, 483.2321174670136, 904.2566622335668, 1754.9271701211055] total_cost 0 usercpu_time_millis 10470 usercpu_time_millis_testing 20 usercpu_time_millis_training 10450 area_under_roc_curve 0.837667 [0.854615,0.782394,0.776302,0.737431,0.890012,0.875208,0.929523,0.860463] area_under_roc_curve 0.815899 [0.835807,0.774339,0.740559,0.632733,0.8907,0.877508,0.918802,0.875775] area_under_roc_curve 0.828899 [0.851429,0.788057,0.815013,0.681306,0.8603,0.876844,0.915437,0.897489] area_under_roc_curve 0.823701 [0.855335,0.756796,0.794023,0.679088,0.855659,0.875266,0.93457,0.882766] area_under_roc_curve 0.832758 [0.862022,0.766153,0.776216,0.682577,0.89228,0.879909,0.913898,0.901172] area_under_roc_curve 0.830002 [0.852829,0.773087,0.738844,0.667091,0.900495,0.895498,0.906351,0.919891] area_under_roc_curve 0.82995 [0.857568,0.771115,0.797424,0.661519,0.896453,0.876113,0.90462,0.884985] area_under_roc_curve 0.831583 [0.875178,0.778133,0.759587,0.660539,0.877657,0.883904,0.919139,0.895596] area_under_roc_curve 0.824102 [0.841424,0.750079,0.74649,0.67105,0.895587,0.895864,0.903418,0.916562] area_under_roc_curve 0.837834 [0.863281,0.784445,0.762667,0.702991,0.889098,0.893295,0.920896,0.884644] 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 0.402079 [0.636364,0.15873,0.126582,0.191176,0.542125,0.454545,0.212766,0.102564] f_measure 0.396599 [0.584034,0.203125,0.081081,0.122449,0.574627,0.449541,0.37037,0.205128] f_measure 0.420212 [0.627049,0.283582,0.086957,0.126984,0.528169,0.502326,0.392157,0.216216] f_measure 0.398844 [0.63786,0.152672,0.166667,0.186047,0.519298,0.470046,0.177778,0.051282] f_measure 0.433538 [0.655391,0.270968,0.082192,0.208,0.550725,0.469484,0.333333,0.228571] f_measure 0.428775 [0.64135,0.210526,0.083333,0.203125,0.567273,0.504587,0.304348,0.25641] f_measure 0.418739 [0.634454,0.227273,0.15,0.184397,0.557621,0.435185,0.269231,0.263158] f_measure 0.393033 [0.646465,0.165414,0.029851,0.202899,0.525926,0.419512,0.25,0.1] f_measure 0.431147 [0.631579,0.222222,0.054054,0.251969,0.574545,0.480392,0.385965,0.210526] f_measure 0.42206 [0.635438,0.19403,0.111111,0.207407,0.553846,0.506787,0.333333,0.114286] kappa 0.310896 kappa 0.297216 kappa 0.3323 kappa 0.309225 kappa 0.344602 kappa 0.340574 kappa 0.32382 kappa 0.302631 kappa 0.343803 kappa 0.334099 kb_relative_information_score 262.575539 kb_relative_information_score 248.189847 kb_relative_information_score 260.830753 kb_relative_information_score 250.988241 kb_relative_information_score 267.025146 kb_relative_information_score 263.282 kb_relative_information_score 264.996918 kb_relative_information_score 260.013221 kb_relative_information_score 258.604564 kb_relative_information_score 261.926967 mean_absolute_error 0.158315 mean_absolute_error 0.159983 mean_absolute_error 0.157779 mean_absolute_error 0.160788 mean_absolute_error 0.157356 mean_absolute_error 0.156816 mean_absolute_error 0.15797 mean_absolute_error 0.158437 mean_absolute_error 0.15822 mean_absolute_error 0.157439 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 0.392606 [0.531034,0.25641,0.185185,0.276596,0.493333,0.416667,0.3125,0.153846] precision 0.387543 [0.492908,0.317073,0.142857,0.155172,0.531034,0.415254,0.434783,0.285714] precision 0.417946 [0.520408,0.404255,0.1875,0.216216,0.465839,0.469565,0.5,0.333333] precision 0.39339 [0.530822,0.222222,0.315789,0.3,0.45679,0.435897,0.285714,0.076923] precision 0.430977 [0.555556,0.308824,0.15,0.351351,0.496732,0.442478,0.391304,0.444444] precision 0.424555 [0.542857,0.246154,0.157895,0.333333,0.509804,0.466102,0.466667,0.384615] precision 0.414296 [0.535461,0.333333,0.222222,0.25,0.510204,0.405172,0.333333,0.416667] precision 0.377515 [0.531561,0.23913,0.071429,0.285714,0.47973,0.409524,0.28,0.142857] precision 0.430998 [0.518272,0.3125,0.095238,0.421053,0.519737,0.471154,0.423077,0.333333] precision 0.415715 [0.52349,0.276596,0.2,0.304348,0.525547,0.46281,0.391304,0.222222] predictive_accuracy 0.445869 predictive_accuracy 0.433048 predictive_accuracy 0.464387 predictive_accuracy 0.445869 predictive_accuracy 0.47151 predictive_accuracy 0.468661 predictive_accuracy 0.454416 predictive_accuracy 0.440171 predictive_accuracy 0.472934 predictive_accuracy 0.46505 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 0.445869 [0.793814,0.114943,0.096154,0.146067,0.601626,0.5,0.16129,0.076923] recall 0.433048 [0.716495,0.149425,0.056604,0.101124,0.626016,0.49,0.322581,0.16] recall 0.464387 [0.78866,0.218391,0.056604,0.089888,0.609756,0.54,0.322581,0.16] recall 0.445869 [0.798969,0.116279,0.113208,0.134831,0.601626,0.51,0.129032,0.038462] recall 0.47151 [0.798969,0.241379,0.056604,0.147727,0.617886,0.5,0.290323,0.153846] recall 0.468661 [0.783505,0.183908,0.056604,0.146067,0.639344,0.55,0.225806,0.192308] recall 0.454416 [0.778351,0.172414,0.113208,0.146067,0.614754,0.47,0.225806,0.192308] recall 0.440171 [0.824742,0.126437,0.018868,0.157303,0.581967,0.43,0.225806,0.076923] recall 0.472934 [0.80829,0.172414,0.037736,0.179775,0.642276,0.49,0.354839,0.153846] recall 0.46505 [0.80829,0.149425,0.076923,0.157303,0.585366,0.56,0.290323,0.076923] relative_absolute_error 0.760642 relative_absolute_error 0.768705 relative_absolute_error 0.758116 relative_absolute_error 0.772457 relative_absolute_error 0.755967 relative_absolute_error 0.753308 relative_absolute_error 0.758851 relative_absolute_error 0.761096 relative_absolute_error 0.759924 relative_absolute_error 0.756293 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 0.291676 root_mean_squared_error 0.294777 root_mean_squared_error 0.293096 root_mean_squared_error 0.296296 root_mean_squared_error 0.289015 root_mean_squared_error 0.291578 root_mean_squared_error 0.291246 root_mean_squared_error 0.291631 root_mean_squared_error 0.292428 root_mean_squared_error 0.290771 root_relative_squared_error 0.904232 root_relative_squared_error 0.913908 root_relative_squared_error 0.908694 root_relative_squared_error 0.918478 root_relative_squared_error 0.895904 root_relative_squared_error 0.903775 root_relative_squared_error 0.902745 root_relative_squared_error 0.903939 root_relative_squared_error 0.906252 root_relative_squared_error 0.901259 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 9440 usercpu_time_millis 9400 usercpu_time_millis 9120 usercpu_time_millis 9160 usercpu_time_millis 9220 usercpu_time_millis 9190 usercpu_time_millis 9180 usercpu_time_millis 9210 usercpu_time_millis 9210 usercpu_time_millis 9490 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 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 9440 usercpu_time_millis_training 9400 usercpu_time_millis_training 9120 usercpu_time_millis_training 9160 usercpu_time_millis_training 9220 usercpu_time_millis_training 9190 usercpu_time_millis_training 9180 usercpu_time_millis_training 9210 usercpu_time_millis_training 9210 usercpu_time_millis_training 9490