OpenML
Supervised Classification on soybean

Supervised Classification on soybean

Task 41 Supervised Classification soybean 16132 runs submitted
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  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_70 under100k under1m
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16132 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.8901, kappa: 0.8811, kb_relative_information_score: 0.9144, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8917, number_of_instances: 683, precision: 0.8929, predictive_accuracy: 0.8917, prior_entropy: 3.8358, relative_absolute_error: 0.1363, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.4004, unweighted_recall: 0.9125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, kappa: 0.7661, kb_relative_information_score: 0.8388, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7862, number_of_instances: 683, predictive_accuracy: 0.7862, prior_entropy: 3.8358, relative_absolute_error: 0.2654, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.5424, unweighted_recall: 0.7764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, kappa: 0.7924, kb_relative_information_score: 0.8254, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8111, number_of_instances: 683, predictive_accuracy: 0.8111, prior_entropy: 3.8358, relative_absolute_error: 0.2626, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1192, root_relative_squared_error: 0.544, unweighted_recall: 0.7803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, kappa: 0.7346, kb_relative_information_score: 0.7921, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7584, number_of_instances: 683, predictive_accuracy: 0.7584, prior_entropy: 3.8358, relative_absolute_error: 0.3465, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.131, root_relative_squared_error: 0.598, unweighted_recall: 0.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.8926, kappa: 0.8828, kb_relative_information_score: 0.9062, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8931, number_of_instances: 683, precision: 0.8945, predictive_accuracy: 0.8931, prior_entropy: 3.8358, relative_absolute_error: 0.1442, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4287, unweighted_recall: 0.9164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, kappa: 0.7795, kb_relative_information_score: 0.8264, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7994, number_of_instances: 683, predictive_accuracy: 0.7994, prior_entropy: 3.8358, relative_absolute_error: 0.2773, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1195, root_relative_squared_error: 0.5453, unweighted_recall: 0.7714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.8968, kappa: 0.8892, kb_relative_information_score: 0.9152, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.0961, weighted_recall: 0.899, number_of_instances: 683, precision: 0.8982, predictive_accuracy: 0.899, prior_entropy: 3.8358, relative_absolute_error: 0.1322, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.4027, unweighted_recall: 0.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, kappa: 0.7357, kb_relative_information_score: 0.8114, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7599, number_of_instances: 683, predictive_accuracy: 0.7599, prior_entropy: 3.8358, relative_absolute_error: 0.3223, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1261, root_relative_squared_error: 0.5757, unweighted_recall: 0.6516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, kappa: 0.7069, kb_relative_information_score: 0.7884, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7321, number_of_instances: 683, predictive_accuracy: 0.7321, prior_entropy: 3.8358, relative_absolute_error: 0.3668, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.6148, unweighted_recall: 0.6409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.9087, kappa: 0.9004, kb_relative_information_score: 0.9163, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9092, number_of_instances: 683, precision: 0.9088, predictive_accuracy: 0.9092, prior_entropy: 3.8358, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0966, root_relative_squared_error: 0.4408, unweighted_recall: 0.9398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, kappa: 0.8155, kb_relative_information_score: 0.8515, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8316, number_of_instances: 683, predictive_accuracy: 0.8316, prior_entropy: 3.8358, relative_absolute_error: 0.2599, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.114, root_relative_squared_error: 0.5203, unweighted_recall: 0.7936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9215, kappa: 0.9134, kb_relative_information_score: 0.9382, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9209, number_of_instances: 683, precision: 0.924, predictive_accuracy: 0.9209, prior_entropy: 3.8358, relative_absolute_error: 0.1006, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0776, root_relative_squared_error: 0.3542, unweighted_recall: 0.9458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, kappa: 0.7364, kb_relative_information_score: 0.8251, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7599, number_of_instances: 683, predictive_accuracy: 0.7599, prior_entropy: 3.8358, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.5686, unweighted_recall: 0.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.7897, kappa: 0.7775, kb_relative_information_score: 0.8413, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7965, number_of_instances: 683, precision: 0.8131, predictive_accuracy: 0.7965, prior_entropy: 3.8358, relative_absolute_error: 0.2715, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.5435, unweighted_recall: 0.7735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, kappa: 0.6466, kb_relative_information_score: 0.7261, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.0961, weighted_recall: 0.6794, number_of_instances: 683, predictive_accuracy: 0.6794, prior_entropy: 3.8358, relative_absolute_error: 0.4424, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.678, unweighted_recall: 0.5836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, kappa: 0.87, kb_relative_information_score: 0.905, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8814, number_of_instances: 683, predictive_accuracy: 0.8814, prior_entropy: 3.8358, relative_absolute_error: 0.1541, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.4193, unweighted_recall: 0.8742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.8699, kappa: 0.8618, kb_relative_information_score: 0.8978, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8741, number_of_instances: 683, precision: 0.8802, predictive_accuracy: 0.8741, prior_entropy: 3.8358, relative_absolute_error: 0.1647, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.096, root_relative_squared_error: 0.4381, unweighted_recall: 0.8622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, kappa: 0.8635, kb_relative_information_score: 0.8882, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8755, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8358, relative_absolute_error: 0.1742, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.4387, unweighted_recall: 0.8615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, kappa: 0.8778, kb_relative_information_score: 0.8961, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8887, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8358, relative_absolute_error: 0.1621, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.4211, unweighted_recall: 0.8625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9189, kappa: 0.9117, kb_relative_information_score: 0.9388, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9195, number_of_instances: 683, precision: 0.9193, predictive_accuracy: 0.9195, prior_entropy: 3.8358, relative_absolute_error: 0.0897, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.3592, unweighted_recall: 0.9351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, kappa: 0.835, kb_relative_information_score: 0.8764, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8492, number_of_instances: 683, predictive_accuracy: 0.8492, prior_entropy: 3.8358, relative_absolute_error: 0.2102, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1043, root_relative_squared_error: 0.4762, unweighted_recall: 0.8452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, kappa: 0.8715, kb_relative_information_score: 0.8961, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8829, number_of_instances: 683, predictive_accuracy: 0.8829, prior_entropy: 3.8358, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.4261, unweighted_recall: 0.8676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.7741, kb_relative_information_score: 0.8414, mean_absolute_error: 0.0264, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7936, number_of_instances: 683, predictive_accuracy: 0.7936, prior_entropy: 3.8358, relative_absolute_error: 0.2749, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1167, root_relative_squared_error: 0.5326, unweighted_recall: 0.7462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, kappa: 0.804, kb_relative_information_score: 0.8466, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8214, number_of_instances: 683, predictive_accuracy: 0.8214, prior_entropy: 3.8358, relative_absolute_error: 0.2655, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1158, root_relative_squared_error: 0.5285, unweighted_recall: 0.8044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, kappa: 0.8108, kb_relative_information_score: 0.8589, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8272, number_of_instances: 683, predictive_accuracy: 0.8272, prior_entropy: 3.8358, relative_absolute_error: 0.2337, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.5079, unweighted_recall: 0.7974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, kappa: 0.8143, kb_relative_information_score: 0.8648, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8302, number_of_instances: 683, predictive_accuracy: 0.8302, prior_entropy: 3.8358, relative_absolute_error: 0.2228, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.4978, unweighted_recall: 0.8285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9077, kappa: 0.9005, kb_relative_information_score: 0.9266, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9092, number_of_instances: 683, precision: 0.9089, predictive_accuracy: 0.9092, prior_entropy: 3.8358, relative_absolute_error: 0.1189, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.3852, unweighted_recall: 0.9329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.8899, kappa: 0.8845, kb_relative_information_score: 0.9156, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8946, number_of_instances: 683, precision: 0.8887, predictive_accuracy: 0.8946, prior_entropy: 3.8358, relative_absolute_error: 0.1339, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.4122, unweighted_recall: 0.8845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.8843, kappa: 0.873, kb_relative_information_score: 0.8915, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8843, number_of_instances: 683, precision: 0.8885, predictive_accuracy: 0.8843, prior_entropy: 3.8358, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0976, root_relative_squared_error: 0.4456, unweighted_recall: 0.8896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, kappa: 0.7838, kb_relative_information_score: 0.83, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8023, number_of_instances: 683, predictive_accuracy: 0.8023, prior_entropy: 3.8358, relative_absolute_error: 0.282, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1212, root_relative_squared_error: 0.5531, unweighted_recall: 0.7899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.8819, kappa: 0.8732, kb_relative_information_score: 0.9128, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8843, number_of_instances: 683, precision: 0.8833, predictive_accuracy: 0.8843, prior_entropy: 3.8358, relative_absolute_error: 0.1428, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.089, root_relative_squared_error: 0.4061, unweighted_recall: 0.9082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.8968, kappa: 0.8876, kb_relative_information_score: 0.9191, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8975, number_of_instances: 683, precision: 0.8987, predictive_accuracy: 0.8975, prior_entropy: 3.8358, relative_absolute_error: 0.1173, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.4078, unweighted_recall: 0.9232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.8869, kappa: 0.8795, kb_relative_information_score: 0.9171, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8902, number_of_instances: 683, precision: 0.8868, predictive_accuracy: 0.8902, prior_entropy: 3.8358, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.088, root_relative_squared_error: 0.4017, unweighted_recall: 0.8866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, kappa: 0.8618, kb_relative_information_score: 0.8798, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8741, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8358, relative_absolute_error: 0.1988, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1001, root_relative_squared_error: 0.4571, unweighted_recall: 0.8526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, kappa: 0.7714, kb_relative_information_score: 0.8297, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7921, number_of_instances: 683, predictive_accuracy: 0.7921, prior_entropy: 3.8358, relative_absolute_error: 0.2826, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.545, unweighted_recall: 0.7203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, kappa: 0.7923, kb_relative_information_score: 0.84, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8111, number_of_instances: 683, predictive_accuracy: 0.8111, prior_entropy: 3.8358, relative_absolute_error: 0.2465, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.5183, unweighted_recall: 0.7528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, kappa: 0.8365, kb_relative_information_score: 0.872, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8507, number_of_instances: 683, predictive_accuracy: 0.8507, prior_entropy: 3.8358, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1035, root_relative_squared_error: 0.4725, unweighted_recall: 0.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, kappa: 0.6253, kb_relative_information_score: 0.7148, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.0961, weighted_recall: 0.6603, number_of_instances: 683, predictive_accuracy: 0.6603, prior_entropy: 3.8358, relative_absolute_error: 0.4672, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.692, unweighted_recall: 0.5362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, kappa: 0.8322, kb_relative_information_score: 0.8705, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8463, number_of_instances: 683, predictive_accuracy: 0.8463, prior_entropy: 3.8358, relative_absolute_error: 0.2159, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1058, root_relative_squared_error: 0.483, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, kappa: 0.6766, kb_relative_information_score: 0.7645, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7057, number_of_instances: 683, predictive_accuracy: 0.7057, prior_entropy: 3.8358, relative_absolute_error: 0.4009, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1415, root_relative_squared_error: 0.6459, unweighted_recall: 0.6149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, kappa: 0.8651, kb_relative_information_score: 0.8937, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.0961, weighted_recall: 0.877, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8358, relative_absolute_error: 0.1745, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.4353, unweighted_recall: 0.8614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, kappa: 0.6594, kb_relative_information_score: 0.7451, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.0961, weighted_recall: 0.6896, number_of_instances: 683, predictive_accuracy: 0.6896, prior_entropy: 3.8358, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.6605, unweighted_recall: 0.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, kappa: 0.7373, kb_relative_information_score: 0.797, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7613, number_of_instances: 683, predictive_accuracy: 0.7613, prior_entropy: 3.8358, relative_absolute_error: 0.3308, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1299, root_relative_squared_error: 0.5928, unweighted_recall: 0.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9089, kappa: 0.9005, kb_relative_information_score: 0.9282, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9092, number_of_instances: 683, precision: 0.9089, predictive_accuracy: 0.9092, prior_entropy: 3.8358, relative_absolute_error: 0.0941, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.4075, unweighted_recall: 0.9416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.8972, kappa: 0.8877, kb_relative_information_score: 0.92, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8975, number_of_instances: 683, precision: 0.8979, predictive_accuracy: 0.8975, prior_entropy: 3.8358, relative_absolute_error: 0.129, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.09, root_relative_squared_error: 0.4109, unweighted_recall: 0.9184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9076, kappa: 0.9004, kb_relative_information_score: 0.9303, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9092, number_of_instances: 683, precision: 0.9076, predictive_accuracy: 0.9092, prior_entropy: 3.8358, relative_absolute_error: 0.1052, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0832, root_relative_squared_error: 0.3799, unweighted_recall: 0.9242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.8804, kappa: 0.8713, kb_relative_information_score: 0.9076, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8829, number_of_instances: 683, precision: 0.8823, predictive_accuracy: 0.8829, prior_entropy: 3.8358, relative_absolute_error: 0.1348, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.4277, unweighted_recall: 0.9086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, kappa: 0.793, kb_relative_information_score: 0.8411, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8111, number_of_instances: 683, predictive_accuracy: 0.8111, prior_entropy: 3.8358, relative_absolute_error: 0.2707, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.117, root_relative_squared_error: 0.534, unweighted_recall: 0.7992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, kappa: 0.6595, kb_relative_information_score: 0.7464, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.0961, weighted_recall: 0.6881, number_of_instances: 683, predictive_accuracy: 0.6881, prior_entropy: 3.8358, relative_absolute_error: 0.4215, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.145, root_relative_squared_error: 0.6618, unweighted_recall: 0.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, kappa: 0.8604, kb_relative_information_score: 0.8882, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8726, number_of_instances: 683, predictive_accuracy: 0.8726, prior_entropy: 3.8358, relative_absolute_error: 0.1761, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.096, root_relative_squared_error: 0.438, unweighted_recall: 0.8669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.9354, kappa: 0.9293, kb_relative_information_score: 0.9418, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9356, number_of_instances: 683, precision: 0.9356, predictive_accuracy: 0.9356, prior_entropy: 3.8358, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.3769, unweighted_recall: 0.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.8881, kappa: 0.8779, kb_relative_information_score: 0.9085, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8887, number_of_instances: 683, precision: 0.8888, predictive_accuracy: 0.8887, prior_entropy: 3.8358, relative_absolute_error: 0.1349, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.4344, unweighted_recall: 0.9105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9034, kappa: 0.8955, kb_relative_information_score: 0.9227, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9048, number_of_instances: 683, precision: 0.9053, predictive_accuracy: 0.9048, prior_entropy: 3.8358, relative_absolute_error: 0.1172, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.398, unweighted_recall: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, kappa: 0.7958, kb_relative_information_score: 0.8388, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8141, number_of_instances: 683, predictive_accuracy: 0.8141, prior_entropy: 3.8358, relative_absolute_error: 0.2612, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1152, root_relative_squared_error: 0.5258, unweighted_recall: 0.7513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.8697, kappa: 0.8651, kb_relative_information_score: 0.8912, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0961, weighted_recall: 0.877, number_of_instances: 683, precision: 0.8675, predictive_accuracy: 0.877, prior_entropy: 3.8358, relative_absolute_error: 0.1696, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.4397, unweighted_recall: 0.8592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, kappa: 0.8128, kb_relative_information_score: 0.8562, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8287, number_of_instances: 683, predictive_accuracy: 0.8287, prior_entropy: 3.8358, relative_absolute_error: 0.2394, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.5073, unweighted_recall: 0.8031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.8846, kappa: 0.8747, kb_relative_information_score: 0.9116, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8858, number_of_instances: 683, precision: 0.8853, predictive_accuracy: 0.8858, prior_entropy: 3.8358, relative_absolute_error: 0.1379, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.4166, unweighted_recall: 0.8896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9085, kappa: 0.902, kb_relative_information_score: 0.927, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9107, number_of_instances: 683, precision: 0.9094, predictive_accuracy: 0.9107, prior_entropy: 3.8358, relative_absolute_error: 0.1185, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.3821, unweighted_recall: 0.9042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.8586, kappa: 0.8489, kb_relative_information_score: 0.8756, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8624, number_of_instances: 683, precision: 0.8595, predictive_accuracy: 0.8624, prior_entropy: 3.8358, relative_absolute_error: 0.198, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1037, root_relative_squared_error: 0.4734, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, kappa: 0.7458, kb_relative_information_score: 0.8256, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7672, number_of_instances: 683, predictive_accuracy: 0.7672, prior_entropy: 3.8358, relative_absolute_error: 0.2998, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.123, root_relative_squared_error: 0.5614, unweighted_recall: 0.7196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.8774, kappa: 0.8698, kb_relative_information_score: 0.8889, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8814, number_of_instances: 683, precision: 0.8774, predictive_accuracy: 0.8814, prior_entropy: 3.8358, relative_absolute_error: 0.1876, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.4384, unweighted_recall: 0.8687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, kappa: 0.7843, kb_relative_information_score: 0.8403, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8023, number_of_instances: 683, predictive_accuracy: 0.8023, prior_entropy: 3.8358, relative_absolute_error: 0.2709, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1172, root_relative_squared_error: 0.535, unweighted_recall: 0.7388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, kappa: 0.8588, kb_relative_information_score: 0.8958, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8712, number_of_instances: 683, predictive_accuracy: 0.8712, prior_entropy: 3.8358, relative_absolute_error: 0.1626, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.4342, unweighted_recall: 0.8714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, kappa: 0.6976, kb_relative_information_score: 0.7764, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7233, number_of_instances: 683, predictive_accuracy: 0.7233, prior_entropy: 3.8358, relative_absolute_error: 0.3809, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1382, root_relative_squared_error: 0.6309, unweighted_recall: 0.6633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9033, kappa: 0.8956, kb_relative_information_score: 0.9295, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9048, number_of_instances: 683, precision: 0.904, predictive_accuracy: 0.9048, prior_entropy: 3.8358, relative_absolute_error: 0.11, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.3831, unweighted_recall: 0.9078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.9007, kappa: 0.8923, kb_relative_information_score: 0.9143, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9019, number_of_instances: 683, precision: 0.9031, predictive_accuracy: 0.9019, prior_entropy: 3.8358, relative_absolute_error: 0.1098, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.434, unweighted_recall: 0.9114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, kappa: 0.848, kb_relative_information_score: 0.8834, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8609, number_of_instances: 683, predictive_accuracy: 0.8609, prior_entropy: 3.8358, relative_absolute_error: 0.1974, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.4678, unweighted_recall: 0.8631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, kappa: 0.8526, kb_relative_information_score: 0.8932, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8653, number_of_instances: 683, predictive_accuracy: 0.8653, prior_entropy: 3.8358, relative_absolute_error: 0.1802, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.097, root_relative_squared_error: 0.4425, unweighted_recall: 0.8497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.9115, kappa: 0.9037, kb_relative_information_score: 0.9273, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9122, number_of_instances: 683, precision: 0.9134, predictive_accuracy: 0.9122, prior_entropy: 3.8358, relative_absolute_error: 0.1002, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.089, root_relative_squared_error: 0.4063, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, kappa: 0.6788, kb_relative_information_score: 0.7731, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7057, number_of_instances: 683, predictive_accuracy: 0.7057, prior_entropy: 3.8358, relative_absolute_error: 0.3922, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1407, root_relative_squared_error: 0.6423, unweighted_recall: 0.6675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, kappa: 0.7936, kb_relative_information_score: 0.8465, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8111, number_of_instances: 683, predictive_accuracy: 0.8111, prior_entropy: 3.8358, relative_absolute_error: 0.2666, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.5218, unweighted_recall: 0.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.8493, kappa: 0.836, kb_relative_information_score: 0.8736, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8507, number_of_instances: 683, precision: 0.8573, predictive_accuracy: 0.8507, prior_entropy: 3.8358, relative_absolute_error: 0.1977, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1032, root_relative_squared_error: 0.471, unweighted_recall: 0.8359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9039, kappa: 0.8957, kb_relative_information_score: 0.9251, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9048, number_of_instances: 683, precision: 0.9058, predictive_accuracy: 0.9048, prior_entropy: 3.8358, relative_absolute_error: 0.1184, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0869, root_relative_squared_error: 0.3966, unweighted_recall: 0.9366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, kappa: 0.8176, kb_relative_information_score: 0.8547, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8331, number_of_instances: 683, predictive_accuracy: 0.8331, prior_entropy: 3.8358, relative_absolute_error: 0.2429, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.111, root_relative_squared_error: 0.5068, unweighted_recall: 0.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9182, kappa: 0.9116, kb_relative_information_score: 0.9367, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9195, number_of_instances: 683, precision: 0.9194, predictive_accuracy: 0.9195, prior_entropy: 3.8358, relative_absolute_error: 0.0953, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0784, root_relative_squared_error: 0.358, unweighted_recall: 0.9471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, kappa: 0.8134, kb_relative_information_score: 0.8537, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8302, number_of_instances: 683, predictive_accuracy: 0.8302, prior_entropy: 3.8358, relative_absolute_error: 0.2363, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.5047, unweighted_recall: 0.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.8631, kappa: 0.8536, kb_relative_information_score: 0.881, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8668, number_of_instances: 683, precision: 0.8664, predictive_accuracy: 0.8668, prior_entropy: 3.8358, relative_absolute_error: 0.1755, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.4545, unweighted_recall: 0.8399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.866, kappa: 0.8541, kb_relative_information_score: 0.8991, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8668, number_of_instances: 683, precision: 0.8693, predictive_accuracy: 0.8668, prior_entropy: 3.8358, relative_absolute_error: 0.1634, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.4403, unweighted_recall: 0.8939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.878, kappa: 0.8698, kb_relative_information_score: 0.9104, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8814, number_of_instances: 683, precision: 0.8771, predictive_accuracy: 0.8814, prior_entropy: 3.8358, relative_absolute_error: 0.1445, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.4168, unweighted_recall: 0.8671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, kappa: 0.7402, kb_relative_information_score: 0.8111, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7628, number_of_instances: 683, predictive_accuracy: 0.7628, prior_entropy: 3.8358, relative_absolute_error: 0.3286, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.5863, unweighted_recall: 0.6932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, kappa: 0.7828, kb_relative_information_score: 0.8334, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8023, number_of_instances: 683, predictive_accuracy: 0.8023, prior_entropy: 3.8358, relative_absolute_error: 0.2695, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.5352, unweighted_recall: 0.7481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, kappa: 0.6739, kb_relative_information_score: 0.7443, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7042, number_of_instances: 683, predictive_accuracy: 0.7042, prior_entropy: 3.8358, relative_absolute_error: 0.3979, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1405, root_relative_squared_error: 0.6414, unweighted_recall: 0.6122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, kappa: 0.8466, kb_relative_information_score: 0.8798, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8594, number_of_instances: 683, predictive_accuracy: 0.8594, prior_entropy: 3.8358, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1023, root_relative_squared_error: 0.4668, unweighted_recall: 0.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, kappa: 0.7528, kb_relative_information_score: 0.8258, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7745, number_of_instances: 683, predictive_accuracy: 0.7745, prior_entropy: 3.8358, relative_absolute_error: 0.293, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1209, root_relative_squared_error: 0.5519, unweighted_recall: 0.6829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, kappa: 0.8429, kb_relative_information_score: 0.8813, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8565, number_of_instances: 683, predictive_accuracy: 0.8565, prior_entropy: 3.8358, relative_absolute_error: 0.1963, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1023, root_relative_squared_error: 0.4668, unweighted_recall: 0.8425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, kappa: 0.8876, kb_relative_information_score: 0.9054, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8975, number_of_instances: 683, predictive_accuracy: 0.8975, prior_entropy: 3.8358, relative_absolute_error: 0.1506, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.4138, unweighted_recall: 0.8838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.8364, kappa: 0.8265, kb_relative_information_score: 0.8747, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8419, number_of_instances: 683, precision: 0.8393, predictive_accuracy: 0.8419, prior_entropy: 3.8358, relative_absolute_error: 0.2009, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1047, root_relative_squared_error: 0.4777, unweighted_recall: 0.8381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, kappa: 0.8091, kb_relative_information_score: 0.8565, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8258, number_of_instances: 683, predictive_accuracy: 0.8258, prior_entropy: 3.8358, relative_absolute_error: 0.2343, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.5057, unweighted_recall: 0.7695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.8599, kappa: 0.8521, kb_relative_information_score: 0.8791, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8653, number_of_instances: 683, precision: 0.8691, predictive_accuracy: 0.8653, prior_entropy: 3.8358, relative_absolute_error: 0.1943, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1036, root_relative_squared_error: 0.4728, unweighted_recall: 0.8439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9143, kappa: 0.9084, kb_relative_information_score: 0.9212, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9165, number_of_instances: 683, precision: 0.9175, predictive_accuracy: 0.9165, prior_entropy: 3.8358, relative_absolute_error: 0.1264, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.3745, unweighted_recall: 0.9077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, kappa: 0.7585, kb_relative_information_score: 0.8231, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7789, number_of_instances: 683, predictive_accuracy: 0.7789, prior_entropy: 3.8358, relative_absolute_error: 0.3096, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1236, root_relative_squared_error: 0.564, unweighted_recall: 0.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.903, kappa: 0.8956, kb_relative_information_score: 0.9196, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9048, number_of_instances: 683, precision: 0.9044, predictive_accuracy: 0.9048, prior_entropy: 3.8358, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.088, root_relative_squared_error: 0.4015, unweighted_recall: 0.9164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9013, kappa: 0.8972, kb_relative_information_score: 0.9172, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9063, number_of_instances: 683, precision: 0.9059, predictive_accuracy: 0.9063, prior_entropy: 3.8358, relative_absolute_error: 0.121, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.3949, unweighted_recall: 0.8931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.897, kappa: 0.8876, kb_relative_information_score: 0.9006, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8975, number_of_instances: 683, precision: 0.9046, predictive_accuracy: 0.8975, prior_entropy: 3.8358, relative_absolute_error: 0.1475, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.4202, unweighted_recall: 0.8936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.8991, kappa: 0.8908, kb_relative_information_score: 0.9177, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9004, number_of_instances: 683, precision: 0.9007, predictive_accuracy: 0.9004, prior_entropy: 3.8358, relative_absolute_error: 0.1238, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.4104, unweighted_recall: 0.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9037, kappa: 0.8956, kb_relative_information_score: 0.9237, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9048, number_of_instances: 683, precision: 0.9061, predictive_accuracy: 0.9048, prior_entropy: 3.8358, relative_absolute_error: 0.115, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.3946, unweighted_recall: 0.9079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, kappa: 0.6503, kb_relative_information_score: 0.746, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.0961, weighted_recall: 0.6823, number_of_instances: 683, predictive_accuracy: 0.6823, prior_entropy: 3.8358, relative_absolute_error: 0.4071, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.6531, unweighted_recall: 0.5465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, kappa: 0.8448, kb_relative_information_score: 0.8775, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.0961, weighted_recall: 0.858, number_of_instances: 683, predictive_accuracy: 0.858, prior_entropy: 3.8358, relative_absolute_error: 0.2129, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.105, root_relative_squared_error: 0.4794, unweighted_recall: 0.8634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, kappa: 0.6625, kb_relative_information_score: 0.7382, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.0961, weighted_recall: 0.6925, number_of_instances: 683, predictive_accuracy: 0.6925, prior_entropy: 3.8358, relative_absolute_error: 0.4035, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.145, root_relative_squared_error: 0.6618, unweighted_recall: 0.6015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.8935, kappa: 0.886, kb_relative_information_score: 0.9054, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0961, weighted_recall: 0.896, number_of_instances: 683, precision: 0.8962, predictive_accuracy: 0.896, prior_entropy: 3.8358, relative_absolute_error: 0.1489, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.415, unweighted_recall: 0.8986,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

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Use one of our APIs to download data from OpenML and upload your results

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