OpenML
Supervised Classification on nomao

Supervised Classification on nomao

Task 9977 Supervised Classification nomao 32524 runs submitted
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  • OpenML-CC18 OpenML100 study_123 study_14 study_218 study_99
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32524 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8454, f_measure: 0.7084, kappa: 0.2556, kb_relative_information_score: 0.1817, mean_absolute_error: 0.3251, mean_prior_absolute_error: 0.4081, weighted_recall: 0.7683, number_of_instances: 34465, precision: 0.8121, predictive_accuracy: 0.7683, prior_entropy: 0.863, relative_absolute_error: 0.7967, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.8749, unweighted_recall: 0.5975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9279, kappa: 0.8196, kb_relative_information_score: 0.7451, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9297, number_of_instances: 34465, precision: 0.9304, predictive_accuracy: 0.9297, prior_entropy: 0.863, relative_absolute_error: 0.2694, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.4965, unweighted_recall: 0.8915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9579, kappa: 0.8962, kb_relative_information_score: 0.8499, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9581, number_of_instances: 34465, precision: 0.9579, predictive_accuracy: 0.9581, prior_entropy: 0.863, relative_absolute_error: 0.1565, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.179, root_relative_squared_error: 0.3962, unweighted_recall: 0.9434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9572, kappa: 0.8949, kb_relative_information_score: 0.8245, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9572, number_of_instances: 34465, precision: 0.9571, predictive_accuracy: 0.9572, prior_entropy: 0.863, relative_absolute_error: 0.1845, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.188, root_relative_squared_error: 0.4161, unweighted_recall: 0.9466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9621, kappa: 0.907, kb_relative_information_score: 0.8653, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9621, number_of_instances: 34465, precision: 0.9621, predictive_accuracy: 0.9621, prior_entropy: 0.863, relative_absolute_error: 0.1382, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.3712, unweighted_recall: 0.9532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.965, kappa: 0.9142, kb_relative_information_score: 0.8709, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4081, weighted_recall: 0.965, number_of_instances: 34465, precision: 0.965, predictive_accuracy: 0.965, prior_entropy: 0.863, relative_absolute_error: 0.1344, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1654, root_relative_squared_error: 0.3661, unweighted_recall: 0.9565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.965, kappa: 0.9142, kb_relative_information_score: 0.8709, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4081, weighted_recall: 0.965, number_of_instances: 34465, precision: 0.965, predictive_accuracy: 0.965, prior_entropy: 0.863, relative_absolute_error: 0.1344, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1654, root_relative_squared_error: 0.3661, unweighted_recall: 0.9565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9512, kappa: 0.8803, kb_relative_information_score: 0.8283, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9512, number_of_instances: 34465, precision: 0.9512, predictive_accuracy: 0.9512, prior_entropy: 0.863, relative_absolute_error: 0.175, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.4192, unweighted_recall: 0.9396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9632, kappa: 0.9096, kb_relative_information_score: 0.8628, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9632, number_of_instances: 34465, precision: 0.9631, predictive_accuracy: 0.9632, prior_entropy: 0.863, relative_absolute_error: 0.1437, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1695, root_relative_squared_error: 0.3753, unweighted_recall: 0.9532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9543, kappa: 0.8877, kb_relative_information_score: 0.8034, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9544, number_of_instances: 34465, precision: 0.9542, predictive_accuracy: 0.9544, prior_entropy: 0.863, relative_absolute_error: 0.2102, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.4286, unweighted_recall: 0.9415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9578, kappa: 0.8965, kb_relative_information_score: 0.8355, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9579, number_of_instances: 34465, precision: 0.9578, predictive_accuracy: 0.9579, prior_entropy: 0.863, relative_absolute_error: 0.172, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.4046, unweighted_recall: 0.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9244, kappa: 0.8145, kb_relative_information_score: 0.7346, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9246, number_of_instances: 34465, precision: 0.9243, predictive_accuracy: 0.9246, prior_entropy: 0.863, relative_absolute_error: 0.2683, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2362, root_relative_squared_error: 0.5229, unweighted_recall: 0.9059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.964, kappa: 0.912, kb_relative_information_score: 0.8719, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.4081, weighted_recall: 0.964, number_of_instances: 34465, precision: 0.9641, predictive_accuracy: 0.964, prior_entropy: 0.863, relative_absolute_error: 0.132, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.164, root_relative_squared_error: 0.3632, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9569, kappa: 0.8942, kb_relative_information_score: 0.8475, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9569, number_of_instances: 34465, precision: 0.9568, predictive_accuracy: 0.9569, prior_entropy: 0.863, relative_absolute_error: 0.1553, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.3967, unweighted_recall: 0.9464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9725, kappa: 0.9325, kb_relative_information_score: 0.9168, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9725, number_of_instances: 34465, precision: 0.9725, predictive_accuracy: 0.9725, prior_entropy: 0.863, relative_absolute_error: 0.0812, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.145, root_relative_squared_error: 0.3209, unweighted_recall: 0.9656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9725, kappa: 0.9325, kb_relative_information_score: 0.9168, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9725, number_of_instances: 34465, precision: 0.9725, predictive_accuracy: 0.9725, prior_entropy: 0.863, relative_absolute_error: 0.0812, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.145, root_relative_squared_error: 0.3209, unweighted_recall: 0.9656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.804, kappa: 0.5009, kb_relative_information_score: 0.3211, mean_absolute_error: 0.2843, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8165, number_of_instances: 34465, precision: 0.8106, predictive_accuracy: 0.8165, prior_entropy: 0.863, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.373, root_relative_squared_error: 0.8258, unweighted_recall: 0.7257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9643, kappa: 0.9125, kb_relative_information_score: 0.8681, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9643, number_of_instances: 34465, precision: 0.9643, predictive_accuracy: 0.9643, prior_entropy: 0.863, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.3682, unweighted_recall: 0.9556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.963, kappa: 0.9092, kb_relative_information_score: 0.8682, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.4081, weighted_recall: 0.963, number_of_instances: 34465, precision: 0.9629, predictive_accuracy: 0.963, prior_entropy: 0.863, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.167, root_relative_squared_error: 0.3698, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9574, kappa: 0.8952, kb_relative_information_score: 0.828, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9575, number_of_instances: 34465, precision: 0.9573, predictive_accuracy: 0.9575, prior_entropy: 0.863, relative_absolute_error: 0.1824, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.4122, unweighted_recall: 0.9454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9418, kappa: 0.8553, kb_relative_information_score: 0.8006, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9427, number_of_instances: 34465, precision: 0.9427, predictive_accuracy: 0.9427, prior_entropy: 0.863, relative_absolute_error: 0.2075, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.451, unweighted_recall: 0.9149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.941, kappa: 0.8553, kb_relative_information_score: 0.8116, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.4081, weighted_recall: 0.941, number_of_instances: 34465, precision: 0.941, predictive_accuracy: 0.941, prior_entropy: 0.863, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.4697, unweighted_recall: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9561, kappa: 0.8924, kb_relative_information_score: 0.8444, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9561, number_of_instances: 34465, precision: 0.9561, predictive_accuracy: 0.9561, prior_entropy: 0.863, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.4006, unweighted_recall: 0.9456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9514, kappa: 0.8803, kb_relative_information_score: 0.7881, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9517, number_of_instances: 34465, precision: 0.9514, predictive_accuracy: 0.9517, prior_entropy: 0.863, relative_absolute_error: 0.229, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2019, root_relative_squared_error: 0.4469, unweighted_recall: 0.9354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9403, kappa: 0.8517, kb_relative_information_score: 0.7618, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9412, number_of_instances: 34465, precision: 0.9411, predictive_accuracy: 0.9412, prior_entropy: 0.863, relative_absolute_error: 0.2577, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4694, unweighted_recall: 0.9138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9725, kappa: 0.9325, kb_relative_information_score: 0.9168, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9725, number_of_instances: 34465, precision: 0.9725, predictive_accuracy: 0.9725, prior_entropy: 0.863, relative_absolute_error: 0.0812, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.145, root_relative_squared_error: 0.3209, unweighted_recall: 0.9656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9727, kappa: 0.9329, kb_relative_information_score: 0.9198, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9727, number_of_instances: 34465, precision: 0.9726, predictive_accuracy: 0.9727, prior_entropy: 0.863, relative_absolute_error: 0.0776, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.3243, unweighted_recall: 0.9653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9729, kappa: 0.9336, kb_relative_information_score: 0.9128, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9729, number_of_instances: 34465, precision: 0.9729, predictive_accuracy: 0.9729, prior_entropy: 0.863, relative_absolute_error: 0.0862, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1456, root_relative_squared_error: 0.3224, unweighted_recall: 0.9662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9714, kappa: 0.9299, kb_relative_information_score: 0.8956, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9714, number_of_instances: 34465, precision: 0.9714, predictive_accuracy: 0.9714, prior_entropy: 0.863, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1479, root_relative_squared_error: 0.3274, unweighted_recall: 0.9646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.9142, kappa: 0.7846, kb_relative_information_score: 0.6403, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9169, number_of_instances: 34465, precision: 0.918, predictive_accuracy: 0.9169, prior_entropy: 0.863, relative_absolute_error: 0.3862, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.5704, unweighted_recall: 0.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9639, kappa: 0.9114, kb_relative_information_score: 0.8707, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9638, number_of_instances: 34465, precision: 0.9639, predictive_accuracy: 0.9638, prior_entropy: 0.863, relative_absolute_error: 0.1332, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.365, unweighted_recall: 0.9559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9603, kappa: 0.9027, kb_relative_information_score: 0.8576, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9603, number_of_instances: 34465, precision: 0.9603, predictive_accuracy: 0.9603, prior_entropy: 0.863, relative_absolute_error: 0.146, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.3801, unweighted_recall: 0.9512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9317, kappa: 0.832, kb_relative_information_score: 0.7568, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9319, number_of_instances: 34465, precision: 0.9315, predictive_accuracy: 0.9319, prior_entropy: 0.863, relative_absolute_error: 0.2464, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.226, root_relative_squared_error: 0.5004, unweighted_recall: 0.9135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9598, kappa: 0.9015, kb_relative_information_score: 0.8702, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9598, predictive_accuracy: 0.9599, prior_entropy: 0.863, recall: 0.9599, relative_absolute_error: 0.1286, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.4061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9706, kappa: 0.928, kb_relative_information_score: 0.9191, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9706, predictive_accuracy: 0.9707, prior_entropy: 0.863, recall: 0.9707, relative_absolute_error: 0.0762, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.9589, kappa: 0.8991, kb_relative_information_score: 0.8911, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9589, predictive_accuracy: 0.959, prior_entropy: 0.863, recall: 0.959, relative_absolute_error: 0.1005, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.4483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9702, kappa: 0.9269, kb_relative_information_score: 0.8895, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9702, predictive_accuracy: 0.9702, prior_entropy: 0.863, recall: 0.9702, relative_absolute_error: 0.1147, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9629, kappa: 0.9088, kb_relative_information_score: 0.8898, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9629, predictive_accuracy: 0.9631, prior_entropy: 0.863, recall: 0.9631, relative_absolute_error: 0.1063, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.3822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9635, kappa: 0.9104, kb_relative_information_score: 0.8807, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9635, predictive_accuracy: 0.9636, prior_entropy: 0.863, recall: 0.9636, relative_absolute_error: 0.1204, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.3886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9646, kappa: 0.9134, kb_relative_information_score: 0.8586, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9647, predictive_accuracy: 0.9646, prior_entropy: 0.863, recall: 0.9646, relative_absolute_error: 0.1463, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.9455, kappa: 0.8664, kb_relative_information_score: 0.8554, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9455, predictive_accuracy: 0.9456, prior_entropy: 0.863, recall: 0.9456, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.5165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9573, kappa: 0.895, kb_relative_information_score: 0.8336, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9572, predictive_accuracy: 0.9574, prior_entropy: 0.863, recall: 0.9574, relative_absolute_error: 0.176, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1776, root_relative_squared_error: 0.3932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9635, kappa: 0.9104, kb_relative_information_score: 0.8807, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9635, predictive_accuracy: 0.9636, prior_entropy: 0.863, recall: 0.9636, relative_absolute_error: 0.1204, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.3886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9555, kappa: 0.8909, kb_relative_information_score: 0.8507, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9555, predictive_accuracy: 0.9556, prior_entropy: 0.863, recall: 0.9556, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.185, root_relative_squared_error: 0.4095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.9482, kappa: 0.8731, kb_relative_information_score: 0.8625, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9482, predictive_accuracy: 0.9483, prior_entropy: 0.863, recall: 0.9483, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.5035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.965, kappa: 0.9143, kb_relative_information_score: 0.8687, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9651, predictive_accuracy: 0.9649, prior_entropy: 0.863, recall: 0.9649, relative_absolute_error: 0.1338, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.165, root_relative_squared_error: 0.3653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.8581, kappa: 0.66, kb_relative_information_score: 0.6117, mean_absolute_error: 0.1464, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8636, predictive_accuracy: 0.8554, prior_entropy: 0.863, recall: 0.8554, relative_absolute_error: 0.3588, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3712, root_relative_squared_error: 0.8219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9555, kappa: 0.8909, kb_relative_information_score: 0.8507, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9555, predictive_accuracy: 0.9556, prior_entropy: 0.863, recall: 0.9556, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.185, root_relative_squared_error: 0.4095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9635, kappa: 0.9104, kb_relative_information_score: 0.8807, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9635, predictive_accuracy: 0.9636, prior_entropy: 0.863, recall: 0.9636, relative_absolute_error: 0.1204, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.3886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.965, kappa: 0.9143, kb_relative_information_score: 0.8687, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9651, predictive_accuracy: 0.9649, prior_entropy: 0.863, recall: 0.9649, relative_absolute_error: 0.1338, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.165, root_relative_squared_error: 0.3653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.9482, kappa: 0.8731, kb_relative_information_score: 0.8625, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9482, predictive_accuracy: 0.9483, prior_entropy: 0.863, recall: 0.9483, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.5035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.8581, kappa: 0.66, kb_relative_information_score: 0.6117, mean_absolute_error: 0.1464, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8636, predictive_accuracy: 0.8554, prior_entropy: 0.863, recall: 0.8554, relative_absolute_error: 0.3588, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3712, root_relative_squared_error: 0.8219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.855, kappa: 0.6497, kb_relative_information_score: 0.4488, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8581, predictive_accuracy: 0.8532, prior_entropy: 0.863, recall: 0.8532, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.7591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.855, kappa: 0.6497, kb_relative_information_score: 0.4488, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8581, predictive_accuracy: 0.8532, prior_entropy: 0.863, recall: 0.8532, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.7591,
0 likes - 1 downloads - 1 reach - area_under_roc_curve: 0.9946, f_measure: 0.9687, kappa: 0.9232, kb_relative_information_score: 0.8633, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9687, predictive_accuracy: 0.9688, prior_entropy: 0.863, recall: 0.9688, relative_absolute_error: 0.1465, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.3436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9694, kappa: 0.9248, kb_relative_information_score: 0.8636, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9693, predictive_accuracy: 0.9694, prior_entropy: 0.863, recall: 0.9694, relative_absolute_error: 0.1464, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.3425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.9557, kappa: 0.8913, kb_relative_information_score: 0.8503, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9557, predictive_accuracy: 0.9557, prior_entropy: 0.863, recall: 0.9557, relative_absolute_error: 0.1537, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.199, root_relative_squared_error: 0.4406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.9558, kappa: 0.8917, kb_relative_information_score: 0.8637, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9558, predictive_accuracy: 0.9559, prior_entropy: 0.863, recall: 0.9559, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.4442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.9515, kappa: 0.881, kb_relative_information_score: 0.8713, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9514, predictive_accuracy: 0.9515, prior_entropy: 0.863, recall: 0.9515, relative_absolute_error: 0.1187, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.4873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9241, f_measure: 0.9396, kappa: 0.8517, kb_relative_information_score: 0.8398, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9395, predictive_accuracy: 0.9397, prior_entropy: 0.863, recall: 0.9397, relative_absolute_error: 0.1477, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.5436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.9345, kappa: 0.8366, kb_relative_information_score: 0.8299, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9366, predictive_accuracy: 0.936, prior_entropy: 0.863, recall: 0.936, relative_absolute_error: 0.1568, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.253, root_relative_squared_error: 0.5601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.9552, kappa: 0.8899, kb_relative_information_score: 0.8814, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9551, predictive_accuracy: 0.9553, prior_entropy: 0.863, recall: 0.9553, relative_absolute_error: 0.1094, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.4678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9527, f_measure: 0.9623, kappa: 0.9076, kb_relative_information_score: 0.9, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9623, predictive_accuracy: 0.9624, prior_entropy: 0.863, recall: 0.9624, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.194, root_relative_squared_error: 0.4295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.9391, kappa: 0.8485, kb_relative_information_score: 0.8409, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9401, predictive_accuracy: 0.9401, prior_entropy: 0.863, recall: 0.9401, relative_absolute_error: 0.1467, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.5418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9488, kappa: 0.8743, kb_relative_information_score: 0.8642, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9487, predictive_accuracy: 0.9489, prior_entropy: 0.863, recall: 0.9489, relative_absolute_error: 0.1253, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.5006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.9506, kappa: 0.8788, kb_relative_information_score: 0.8689, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9505, predictive_accuracy: 0.9506, prior_entropy: 0.863, recall: 0.9506, relative_absolute_error: 0.1209, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.4918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9351, f_measure: 0.9524, kappa: 0.8826, kb_relative_information_score: 0.8745, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9525, predictive_accuracy: 0.9528, prior_entropy: 0.863, recall: 0.9528, relative_absolute_error: 0.1157, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.4811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.9569, kappa: 0.8942, kb_relative_information_score: 0.8858, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.863, recall: 0.957, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.4589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.714, f_measure: 0.7668, kappa: 0.4283, kb_relative_information_score: 0.3806, mean_absolute_error: 0.2331, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.7667, predictive_accuracy: 0.7669, prior_entropy: 0.863, recall: 0.7669, relative_absolute_error: 0.5713, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4828, root_relative_squared_error: 1.0689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.9642, kappa: 0.9122, kb_relative_information_score: 0.9047, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9642, predictive_accuracy: 0.9641, prior_entropy: 0.863, recall: 0.9641, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.4192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.9599, kappa: 0.9017, kb_relative_information_score: 0.8936, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9599, predictive_accuracy: 0.96, prior_entropy: 0.863, recall: 0.96, relative_absolute_error: 0.0981, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2001, root_relative_squared_error: 0.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9364, kappa: 0.8435, kb_relative_information_score: 0.8316, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9362, predictive_accuracy: 0.9366, prior_entropy: 0.863, recall: 0.9366, relative_absolute_error: 0.1553, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2517, root_relative_squared_error: 0.5573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.95, kappa: 0.8761, kb_relative_information_score: 0.8686, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9504, predictive_accuracy: 0.9506, prior_entropy: 0.863, recall: 0.9506, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.4922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.9546, kappa: 0.8888, kb_relative_information_score: 0.8793, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9546, predictive_accuracy: 0.9546, prior_entropy: 0.863, recall: 0.9546, relative_absolute_error: 0.1113, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.885, kappa: 0.7181, kb_relative_information_score: 0.6943, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8849, predictive_accuracy: 0.885, prior_entropy: 0.863, recall: 0.885, relative_absolute_error: 0.2819, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3392, root_relative_squared_error: 0.7509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9629, kappa: 0.909, kb_relative_information_score: 0.9015, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9629, predictive_accuracy: 0.9629, prior_entropy: 0.863, recall: 0.9629, relative_absolute_error: 0.0909, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1926, root_relative_squared_error: 0.4263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.959, kappa: 0.8993, kb_relative_information_score: 0.8915, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.959, predictive_accuracy: 0.9591, prior_entropy: 0.863, recall: 0.9591, relative_absolute_error: 0.1001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.9572, kappa: 0.8952, kb_relative_information_score: 0.8862, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9572, predictive_accuracy: 0.9572, prior_entropy: 0.863, recall: 0.9572, relative_absolute_error: 0.1049, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.4581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.9332, kappa: 0.8329, kb_relative_information_score: 0.8267, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9357, predictive_accuracy: 0.9348, prior_entropy: 0.863, recall: 0.9348, relative_absolute_error: 0.1598, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2554, root_relative_squared_error: 0.5654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.875, f_measure: 0.9192, kappa: 0.7969, kb_relative_information_score: 0.7928, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9242, predictive_accuracy: 0.922, prior_entropy: 0.863, recall: 0.922, relative_absolute_error: 0.1911, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2793, root_relative_squared_error: 0.6183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9037, f_measure: 0.9362, kappa: 0.8407, kb_relative_information_score: 0.8342, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9382, predictive_accuracy: 0.9376, prior_entropy: 0.863, recall: 0.9376, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.5531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.9641, kappa: 0.912, kb_relative_information_score: 0.9045, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 0.863, recall: 0.9641, relative_absolute_error: 0.0881, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.4197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9229, f_measure: 0.9355, kappa: 0.8423, kb_relative_information_score: 0.8283, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9357, predictive_accuracy: 0.9354, prior_entropy: 0.863, recall: 0.9354, relative_absolute_error: 0.1583, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.5627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.9572, kappa: 0.8952, kb_relative_information_score: 0.8863, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9572, predictive_accuracy: 0.9572, prior_entropy: 0.863, recall: 0.9572, relative_absolute_error: 0.1049, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5648, f_measure: 0.6741, kappa: 0.1749, kb_relative_information_score: 0.3372, mean_absolute_error: 0.2494, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8054, predictive_accuracy: 0.7506, prior_entropy: 0.863, recall: 0.7506, relative_absolute_error: 0.6112, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4994, root_relative_squared_error: 1.1057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.9587, kappa: 0.8989, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9587, predictive_accuracy: 0.9587, prior_entropy: 0.863, recall: 0.9587, relative_absolute_error: 0.1012, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.9243, kappa: 0.8102, kb_relative_information_score: 0.805, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9281, predictive_accuracy: 0.9266, prior_entropy: 0.863, recall: 0.9266, relative_absolute_error: 0.1799, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2709, root_relative_squared_error: 0.5998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.9621, kappa: 0.9069, kb_relative_information_score: 0.8993, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.962, predictive_accuracy: 0.9621, prior_entropy: 0.863, recall: 0.9621, relative_absolute_error: 0.0929, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.4309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.9388, kappa: 0.8502, kb_relative_information_score: 0.8371, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9389, predictive_accuracy: 0.9387, prior_entropy: 0.863, recall: 0.9387, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2476, root_relative_squared_error: 0.5482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.9563, kappa: 0.8929, kb_relative_information_score: 0.8838, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9563, predictive_accuracy: 0.9563, prior_entropy: 0.863, recall: 0.9563, relative_absolute_error: 0.1071, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.4629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9483, kappa: 0.8727, kb_relative_information_score: 0.8632, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9482, predictive_accuracy: 0.9485, prior_entropy: 0.863, recall: 0.9485, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.5023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.9331, kappa: 0.8363, kb_relative_information_score: 0.8218, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9332, predictive_accuracy: 0.9329, prior_entropy: 0.863, recall: 0.9329, relative_absolute_error: 0.1643, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.5733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7399, f_measure: 0.83, kappa: 0.563, kb_relative_information_score: 0.5962, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8666, predictive_accuracy: 0.848, prior_entropy: 0.863, recall: 0.848, relative_absolute_error: 0.3724, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3898, root_relative_squared_error: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9058, f_measure: 0.9294, kappa: 0.8256, kb_relative_information_score: 0.8141, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9294, predictive_accuracy: 0.93, prior_entropy: 0.863, recall: 0.93, relative_absolute_error: 0.1714, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.5855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.9517, kappa: 0.8817, kb_relative_information_score: 0.8716, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9517, predictive_accuracy: 0.9517, prior_entropy: 0.863, recall: 0.9517, relative_absolute_error: 0.1185, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.4867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7012, f_measure: 0.8004, kappa: 0.4862, kb_relative_information_score: 0.5389, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8516, predictive_accuracy: 0.8265, prior_entropy: 0.863, recall: 0.8265, relative_absolute_error: 0.4252, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4166, root_relative_squared_error: 0.9222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.9409, kappa: 0.8553, kb_relative_information_score: 0.843, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.941, predictive_accuracy: 0.9409, prior_entropy: 0.863, recall: 0.9409, relative_absolute_error: 0.1448, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2431, root_relative_squared_error: 0.5381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.9558, kappa: 0.8918, kb_relative_information_score: 0.8825, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9558, predictive_accuracy: 0.9558, prior_entropy: 0.863, recall: 0.9558, relative_absolute_error: 0.1084, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.9425, kappa: 0.8592, kb_relative_information_score: 0.8473, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9425, predictive_accuracy: 0.9425, prior_entropy: 0.863, recall: 0.9425, relative_absolute_error: 0.1408, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.5308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2411, mean_absolute_error: 0.2856, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.6999, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.5344, root_relative_squared_error: 1.1831,

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

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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

OpenML APIs