274958 2 Joaquin Vanschoren 3517 Supervised Classification predictive_accuracy 1107 weka.LBR(3) 1876 weka.classifiers.lazy.LBR 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 921512 description https://api.openml.org/data/download/921512/weka_generated_run4919339915381786163.xml -1 921515 model_readable https://api.openml.org/data/download/921515/WekaModel_weka.classifiers.lazy.LBR3170842778493833130.model -1 921514 model_serialized https://api.openml.org/data/download/921514/WekaSerialized_weka.classifiers.lazy.LBR8464330099504904420.model -1 921513 predictions https://api.openml.org/data/download/921513/weka_generated_predictions4086592658283466519.arff area_under_roc_curve 0.795532 [0.83144,0.714569,0.713559,0.652413,0.85574,0.857783,0.860904,0.853244] average_cost 0 f_measure 0.397542 [0.628303,0.14094,0.065934,0.22903,0.544727,0.434324,0.310458,0.049822] kappa 0.312744 kb_relative_information_score 2533.611733 mean_absolute_error 0.139788 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 0.398177 [0.506149,0.260062,0.192661,0.325726,0.491793,0.417127,0.31457,0.304348] predictive_accuracy 0.451774 prior_entropy 2.759053 recall 0.451774 [0.828173,0.096663,0.039773,0.176603,0.610432,0.453,0.306452,0.027132] relative_absolute_error 0.671551 root_mean_prior_squared_error 0.322602 root_mean_squared_error 0.337461 root_relative_squared_error 1.04606 scimark_benchmark 1307.971753 [813.5451448303542, 975.6734099939914, 525.3139656787495, 1073.0414129839467, 3152.2848303692476] total_cost 0 usercpu_time_millis 35768440 usercpu_time_millis_testing 35768300 usercpu_time_millis_training 140 area_under_roc_curve 0.801849 [0.827771,0.695571,0.644349,0.73195,0.863102,0.86299,0.931277,0.83907] area_under_roc_curve 0.792231 [0.821658,0.756331,0.720804,0.620333,0.839807,0.858015,0.896087,0.826204] area_under_roc_curve 0.778993 [0.82356,0.711672,0.727229,0.620131,0.819573,0.83186,0.863973,0.826233] area_under_roc_curve 0.797108 [0.835584,0.690567,0.767451,0.650384,0.850963,0.849585,0.86967,0.881998] area_under_roc_curve 0.782009 [0.82041,0.691459,0.638224,0.600376,0.864653,0.871952,0.889861,0.840834] area_under_roc_curve 0.805537 [0.842327,0.729007,0.718682,0.651823,0.87052,0.868447,0.83222,0.911641] area_under_roc_curve 0.809018 [0.846264,0.74665,0.749368,0.65043,0.875226,0.860274,0.850368,0.84715] area_under_roc_curve 0.780908 [0.812013,0.730044,0.735253,0.617208,0.838101,0.855781,0.761358,0.839412] area_under_roc_curve 0.800758 [0.843089,0.725708,0.697052,0.672214,0.862189,0.853646,0.830056,0.860122] area_under_roc_curve 0.810524 [0.844396,0.669662,0.739659,0.714631,0.876565,0.867446,0.886519,0.878462] 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 0.404602 [0.63301,0.133333,0.060606,0.287879,0.55,0.440191,0.296296,0] f_measure 0.390395 [0.60241,0.192,0.109589,0.180556,0.515625,0.457143,0.305556,0] f_measure 0.379649 [0.60241,0.146341,0,0.222222,0.519737,0.385787,0.305085,0.206897] f_measure 0.393791 [0.635659,0.136752,0.033898,0.217391,0.537313,0.434389,0.344828,0] f_measure 0.410826 [0.639216,0.155172,0.095238,0.223776,0.535316,0.481818,0.333333,0.068966] f_measure 0.403823 [0.641732,0.146341,0.034483,0.215385,0.575342,0.433498,0.262295,0.137931] f_measure 0.409891 [0.643137,0.165289,0.060606,0.231884,0.55516,0.427861,0.459016,0] f_measure 0.379364 [0.59761,0.131148,0.129032,0.219355,0.556391,0.398058,0.15873,0] f_measure 0.397 [0.647287,0.084034,0.063492,0.265625,0.546763,0.423077,0.266667,0.0625] f_measure 0.402498 [0.63806,0.113208,0.058824,0.234375,0.554688,0.454976,0.371429,0] kappa 0.321502 kappa 0.294298 kappa 0.287922 kappa 0.312665 kappa 0.328124 kappa 0.326227 kappa 0.330262 kappa 0.282773 kappa 0.317232 kappa 0.326914 kb_relative_information_score 261.667363 kb_relative_information_score 249.863667 kb_relative_information_score 240.760594 kb_relative_information_score 249.040787 kb_relative_information_score 257.840561 kb_relative_information_score 256.287441 kb_relative_information_score 263.582991 kb_relative_information_score 235.470815 kb_relative_information_score 253.070383 kb_relative_information_score 266.027131 mean_absolute_error 0.137564 mean_absolute_error 0.144488 mean_absolute_error 0.144096 mean_absolute_error 0.139733 mean_absolute_error 0.138528 mean_absolute_error 0.137032 mean_absolute_error 0.136028 mean_absolute_error 0.145679 mean_absolute_error 0.138478 mean_absolute_error 0.136246 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 0.398384 [0.507788,0.242424,0.142857,0.44186,0.490446,0.422018,0.347826,0] precision 0.381517 [0.493421,0.315789,0.2,0.236364,0.496241,0.436364,0.268293,0] precision 0.381866 [0.493421,0.25,0,0.326087,0.436464,0.391753,0.321429,0.75] precision 0.383627 [0.509317,0.258065,0.166667,0.306122,0.496552,0.396694,0.37037,0] precision 0.419075 [0.515823,0.310345,0.3,0.290909,0.493151,0.441667,0.391304,0.333333] precision 0.416023 [0.519108,0.25,0.2,0.341463,0.494118,0.427184,0.266667,0.666667] precision 0.399397 [0.518987,0.294118,0.153846,0.326531,0.490566,0.425743,0.466667,0] precision 0.380432 [0.487013,0.228571,0.444444,0.257576,0.513889,0.386792,0.15625,0] precision 0.394174 [0.517028,0.15625,0.2,0.435897,0.490323,0.407407,0.275862,0.166667] precision 0.404652 [0.498542,0.315789,0.125,0.384615,0.533835,0.432432,0.333333,0] predictive_accuracy 0.460114 predictive_accuracy 0.433048 predictive_accuracy 0.431624 predictive_accuracy 0.452991 predictive_accuracy 0.464387 predictive_accuracy 0.462963 predictive_accuracy 0.465812 predictive_accuracy 0.425926 predictive_accuracy 0.45584 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 0.460114 [0.840206,0.091954,0.038462,0.213483,0.626016,0.46,0.258065,0] recall 0.433048 [0.773196,0.137931,0.075472,0.146067,0.536585,0.48,0.354839,0] recall 0.431624 [0.773196,0.103448,0,0.168539,0.642276,0.38,0.290323,0.12] recall 0.452991 [0.845361,0.093023,0.018868,0.168539,0.585366,0.48,0.322581,0] recall 0.464387 [0.840206,0.103448,0.056604,0.181818,0.585366,0.53,0.290323,0.038462] recall 0.462963 [0.840206,0.103448,0.018868,0.157303,0.688525,0.44,0.258065,0.076923] recall 0.465812 [0.845361,0.114943,0.037736,0.179775,0.639344,0.43,0.451613,0] recall 0.425926 [0.773196,0.091954,0.075472,0.191011,0.606557,0.41,0.16129,0] recall 0.45584 [0.865285,0.057471,0.037736,0.191011,0.617886,0.44,0.258065,0.038462] recall 0.46505 [0.88601,0.068966,0.038462,0.168539,0.577236,0.48,0.419355,0] relative_absolute_error 0.660941 relative_absolute_error 0.694251 relative_absolute_error 0.69237 relative_absolute_error 0.671303 relative_absolute_error 0.665513 relative_absolute_error 0.658273 relative_absolute_error 0.653447 relative_absolute_error 0.69981 relative_absolute_error 0.665104 relative_absolute_error 0.654484 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 0.332363 root_mean_squared_error 0.339852 root_mean_squared_error 0.344291 root_mean_squared_error 0.339042 root_mean_squared_error 0.336074 root_mean_squared_error 0.335073 root_mean_squared_error 0.332205 root_mean_squared_error 0.34656 root_mean_squared_error 0.340221 root_mean_squared_error 0.328494 root_relative_squared_error 1.030367 root_relative_squared_error 1.053652 root_relative_squared_error 1.067417 root_relative_squared_error 1.050987 root_relative_squared_error 1.041782 root_relative_squared_error 1.038592 root_relative_squared_error 1.029702 root_relative_squared_error 1.074198 root_relative_squared_error 1.054365 root_relative_squared_error 1.018183 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 3192370 usercpu_time_millis 3237960 usercpu_time_millis 3237320 usercpu_time_millis 3273050 usercpu_time_millis 3480450 usercpu_time_millis 3211650 usercpu_time_millis 3241870 usercpu_time_millis 3113070 usercpu_time_millis 3212540 usercpu_time_millis 3177730 usercpu_time_millis_testing 3192250 usercpu_time_millis_testing 3237840 usercpu_time_millis_testing 3237190 usercpu_time_millis_testing 3272920 usercpu_time_millis_testing 3480320 usercpu_time_millis_testing 3211520 usercpu_time_millis_testing 3241740 usercpu_time_millis_testing 3112940 usercpu_time_millis_testing 3212410 usercpu_time_millis_testing 3177600 usercpu_time_millis_training 120 usercpu_time_millis_training 120 usercpu_time_millis_training 130 usercpu_time_millis_training 130 usercpu_time_millis_training 130 usercpu_time_millis_training 130 usercpu_time_millis_training 130 usercpu_time_millis_training 130 usercpu_time_millis_training 130 usercpu_time_millis_training 130