Task
Supervised Classification on satimage

Supervised Classification on satimage

Task 2074 Supervised Classification satimage 21370 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • at2 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

21370 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.9216, kappa: 0.9044, kb_relative_information_score: 0.9067, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9214, predictive_accuracy: 0.9226, prior_entropy: 2.4834, recall: 0.9226, relative_absolute_error: 0.0956, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.4372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9132, f_measure: 0.8616, kappa: 0.8305, kb_relative_information_score: 0.829, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8768, predictive_accuracy: 0.8644, prior_entropy: 2.4834, recall: 0.8644, relative_absolute_error: 0.1674, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.5785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.9241, kappa: 0.9076, kb_relative_information_score: 0.9093, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.924, predictive_accuracy: 0.9252, prior_entropy: 2.4834, recall: 0.9252, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.4297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.9231, kappa: 0.9061, kb_relative_information_score: 0.9083, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9228, predictive_accuracy: 0.924, prior_entropy: 2.4834, recall: 0.924, relative_absolute_error: 0.0938, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.4332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9077, kappa: 0.8877, kb_relative_information_score: 0.8893, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9072, predictive_accuracy: 0.9092, prior_entropy: 2.4834, recall: 0.9092, relative_absolute_error: 0.1121, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.174, root_relative_squared_error: 0.4735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.9028, kappa: 0.8819, kb_relative_information_score: 0.8838, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9024, predictive_accuracy: 0.9045, prior_entropy: 2.4834, recall: 0.9045, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.4855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9137, kappa: 0.8954, kb_relative_information_score: 0.8967, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9136, predictive_accuracy: 0.9154, prior_entropy: 2.4834, recall: 0.9154, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.9026, kappa: 0.8814, kb_relative_information_score: 0.8835, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9021, predictive_accuracy: 0.904, prior_entropy: 2.4834, recall: 0.904, relative_absolute_error: 0.1184, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.4867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.8744, kappa: 0.8487, kb_relative_information_score: 0.8483, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8734, predictive_accuracy: 0.8779, prior_entropy: 2.4834, recall: 0.8779, relative_absolute_error: 0.1507, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.5489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.8891, kappa: 0.8645, kb_relative_information_score: 0.8664, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8891, predictive_accuracy: 0.8905, prior_entropy: 2.4834, recall: 0.8905, relative_absolute_error: 0.1351, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.191, root_relative_squared_error: 0.5198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3983, kappa: -0.2, kb_relative_information_score: -0.0978, mean_absolute_error: 0.3253, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.0241, prior_entropy: 2.4834, recall: 0.0241, relative_absolute_error: 1.2043, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.5703, root_relative_squared_error: 1.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.879, f_measure: 0.7771, kappa: 0.7612, kb_relative_information_score: 0.7488, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.7945, predictive_accuracy: 0.8107, prior_entropy: 2.4834, recall: 0.8107, relative_absolute_error: 0.2336, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.6835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8703, kappa: 0.8427, kb_relative_information_score: 0.8428, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8688, predictive_accuracy: 0.8729, prior_entropy: 2.4834, recall: 0.8729, relative_absolute_error: 0.1568, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.9032, kappa: 0.8827, kb_relative_information_score: 0.8842, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9028, predictive_accuracy: 0.9051, prior_entropy: 2.4834, recall: 0.9051, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.4839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.8641, kappa: 0.8351, kb_relative_information_score: 0.8359, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8625, predictive_accuracy: 0.8667, prior_entropy: 2.4834, recall: 0.8667, relative_absolute_error: 0.1645, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.5735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8386, kappa: 0.682, kb_relative_information_score: 0.6664, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.7512, prior_entropy: 2.4834, recall: 0.7512, relative_absolute_error: 0.3071, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.288, root_relative_squared_error: 0.7837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1125, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.2381, prior_entropy: 2.4834, recall: 0.2381, relative_absolute_error: 0.9402, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.504, root_relative_squared_error: 1.3713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7868, kappa: 0.5805, kb_relative_information_score: 0.5816, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.6734, prior_entropy: 2.4834, recall: 0.6734, relative_absolute_error: 0.403, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.8978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1125, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.2381, prior_entropy: 2.4834, recall: 0.2381, relative_absolute_error: 0.9402, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.504, root_relative_squared_error: 1.3713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6126, kappa: 0.2277, kb_relative_information_score: 0.2874, mean_absolute_error: 0.1968, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.4095, prior_entropy: 2.4834, recall: 0.4095, relative_absolute_error: 0.7287, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.4437, root_relative_squared_error: 1.2072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1125, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.2381, prior_entropy: 2.4834, recall: 0.2381, relative_absolute_error: 0.9402, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.504, root_relative_squared_error: 1.3713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5773, kappa: 0.1559, kb_relative_information_score: 0.2314, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.3558, prior_entropy: 2.4834, recall: 0.3558, relative_absolute_error: 0.7949, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.4634, root_relative_squared_error: 1.2609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.8442, kappa: 0.8161, kb_relative_information_score: 0.8121, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8432, predictive_accuracy: 0.8523, prior_entropy: 2.4834, recall: 0.8523, relative_absolute_error: 0.1823, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.6039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.8968, kappa: 0.8744, kb_relative_information_score: 0.8764, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8963, predictive_accuracy: 0.8984, prior_entropy: 2.4834, recall: 0.8984, relative_absolute_error: 0.1253, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.184, root_relative_squared_error: 0.5006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.7469, kappa: 0.7329, kb_relative_information_score: 0.7243, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8362, predictive_accuracy: 0.7894, prior_entropy: 2.4834, recall: 0.7894, relative_absolute_error: 0.2599, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.7209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.9073, kappa: 0.8875, kb_relative_information_score: 0.8891, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.907, predictive_accuracy: 0.909, prior_entropy: 2.4834, recall: 0.909, relative_absolute_error: 0.1123, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.4739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9144, kappa: 0.895, kb_relative_information_score: 0.8984, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9142, predictive_accuracy: 0.9149, prior_entropy: 2.4834, recall: 0.9149, relative_absolute_error: 0.105, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.4582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.9174, kappa: 0.8995, kb_relative_information_score: 0.901, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9172, predictive_accuracy: 0.9187, prior_entropy: 2.4834, recall: 0.9187, relative_absolute_error: 0.1004, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1647, root_relative_squared_error: 0.4481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.9163, kappa: 0.8974, kb_relative_information_score: 0.9004, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9161, predictive_accuracy: 0.917, prior_entropy: 2.4834, recall: 0.917, relative_absolute_error: 0.1025, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.4527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.9175, kappa: 0.8995, kb_relative_information_score: 0.9012, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9173, predictive_accuracy: 0.9187, prior_entropy: 2.4834, recall: 0.9187, relative_absolute_error: 0.1004, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1647, root_relative_squared_error: 0.4481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.8954, kappa: 0.8729, kb_relative_information_score: 0.8747, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8947, predictive_accuracy: 0.8972, prior_entropy: 2.4834, recall: 0.8972, relative_absolute_error: 0.1269, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.5037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9238, f_measure: 0.8719, kappa: 0.845, kb_relative_information_score: 0.8446, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8704, predictive_accuracy: 0.8748, prior_entropy: 2.4834, recall: 0.8748, relative_absolute_error: 0.1545, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.5559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8327, f_measure: 0.7209, kappa: 0.6627, kb_relative_information_score: 0.6769, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.7179, predictive_accuracy: 0.7281, prior_entropy: 2.4834, recall: 0.7281, relative_absolute_error: 0.3355, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.301, root_relative_squared_error: 0.8191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.8686, kappa: 0.8414, kb_relative_information_score: 0.8407, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.867, predictive_accuracy: 0.872, prior_entropy: 2.4834, recall: 0.872, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.5621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.8543, kappa: 0.821, kb_relative_information_score: 0.8194, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8733, predictive_accuracy: 0.8569, prior_entropy: 2.4834, recall: 0.8569, relative_absolute_error: 0.1766, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.5943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, f_measure: 0.9187, kappa: 0.901, kb_relative_information_score: 0.9025, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9186, predictive_accuracy: 0.9199, prior_entropy: 2.4834, recall: 0.9199, relative_absolute_error: 0.0988, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.4446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8528, f_measure: 0.7454, kappa: 0.701, kb_relative_information_score: 0.7021, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.7419, predictive_accuracy: 0.7597, prior_entropy: 2.4834, recall: 0.7597, relative_absolute_error: 0.2965, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.283, root_relative_squared_error: 0.7701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8945, kappa: 0.8719, kb_relative_information_score: 0.8736, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8938, predictive_accuracy: 0.8964, prior_entropy: 2.4834, recall: 0.8964, relative_absolute_error: 0.1278, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.5056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.8994, kappa: 0.8754, kb_relative_information_score: 0.8809, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9, predictive_accuracy: 0.8989, prior_entropy: 2.4834, recall: 0.8989, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1836, root_relative_squared_error: 0.4995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.9174, kappa: 0.8985, kb_relative_information_score: 0.9021, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9173, predictive_accuracy: 0.9177, prior_entropy: 2.4834, recall: 0.9177, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.4506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0, kb_relative_information_score: 0.1125, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.2381, prior_entropy: 2.4834, recall: 0.2381, relative_absolute_error: 0.9402, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.504, root_relative_squared_error: 1.3713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7183, f_measure: 0.5186, kappa: 0.4208, kb_relative_information_score: 0.4323, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.5339, predictive_accuracy: 0.5317, prior_entropy: 2.4834, recall: 0.5317, relative_absolute_error: 0.5779, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3951, root_relative_squared_error: 1.0751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.7716, kappa: 0.7265, kb_relative_information_score: 0.7346, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.7705, predictive_accuracy: 0.7796, prior_entropy: 2.4834, recall: 0.7796, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.271, root_relative_squared_error: 0.7375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.8471, kappa: 0.8117, kb_relative_information_score: 0.8103, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8692, predictive_accuracy: 0.8496, prior_entropy: 2.4834, recall: 0.8496, relative_absolute_error: 0.1856, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.6092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8624, kappa: 0.8344, kb_relative_information_score: 0.8331, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8606, predictive_accuracy: 0.8664, prior_entropy: 2.4834, recall: 0.8664, relative_absolute_error: 0.1649, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.211, root_relative_squared_error: 0.5742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.8783, kappa: 0.8522, kb_relative_information_score: 0.8529, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8771, predictive_accuracy: 0.8806, prior_entropy: 2.4834, recall: 0.8806, relative_absolute_error: 0.1474, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.5429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.8803, kappa: 0.8547, kb_relative_information_score: 0.8556, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8792, predictive_accuracy: 0.8826, prior_entropy: 2.4834, recall: 0.8826, relative_absolute_error: 0.1449, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.5383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.9208, kappa: 0.9031, kb_relative_information_score: 0.9059, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9205, predictive_accuracy: 0.9215, prior_entropy: 2.4834, recall: 0.9215, relative_absolute_error: 0.0969, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.4403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8785, kappa: 0.8524, kb_relative_information_score: 0.8533, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8774, predictive_accuracy: 0.8807, prior_entropy: 2.4834, recall: 0.8807, relative_absolute_error: 0.1472, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.5426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.8712, kappa: 0.8439, kb_relative_information_score: 0.8439, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8697, predictive_accuracy: 0.8739, prior_entropy: 2.4834, recall: 0.8739, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.205, root_relative_squared_error: 0.5579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4484, f_measure: 0.0863, kappa: -0.0945, kb_relative_information_score: -0.0075, mean_absolute_error: 0.3029, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.0973, predictive_accuracy: 0.0913, prior_entropy: 2.4834, recall: 0.0913, relative_absolute_error: 1.1214, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.5504, root_relative_squared_error: 1.4976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.86, kappa: 0.8322, kb_relative_information_score: 0.8304, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.858, predictive_accuracy: 0.8647, prior_entropy: 2.4834, recall: 0.8647, relative_absolute_error: 0.167, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.5779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.885, kappa: 0.86, kb_relative_information_score: 0.8617, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.884, predictive_accuracy: 0.8868, prior_entropy: 2.4834, recall: 0.8868, relative_absolute_error: 0.1397, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.5286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, f_measure: 0.9021, kappa: 0.8801, kb_relative_information_score: 0.8835, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9016, predictive_accuracy: 0.903, prior_entropy: 2.4834, recall: 0.903, relative_absolute_error: 0.1198, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.4894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9326, f_measure: 0.8873, kappa: 0.8631, kb_relative_information_score: 0.8647, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8864, predictive_accuracy: 0.8893, prior_entropy: 2.4834, recall: 0.8893, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.5228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.8847, kappa: 0.8595, kb_relative_information_score: 0.8615, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8838, predictive_accuracy: 0.8863, prior_entropy: 2.4834, recall: 0.8863, relative_absolute_error: 0.1403, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.5297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.8207, kappa: 0.7911, kb_relative_information_score: 0.7849, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8212, predictive_accuracy: 0.8327, prior_entropy: 2.4834, recall: 0.8327, relative_absolute_error: 0.2065, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2362, root_relative_squared_error: 0.6427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.8991, kappa: 0.8771, kb_relative_information_score: 0.8788, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8986, predictive_accuracy: 0.9006, prior_entropy: 2.4834, recall: 0.9006, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.182, root_relative_squared_error: 0.4953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.9111, kappa: 0.8904, kb_relative_information_score: 0.8947, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.911, predictive_accuracy: 0.9112, prior_entropy: 2.4834, recall: 0.9112, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.172, root_relative_squared_error: 0.4682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9347, f_measure: 0.8917, kappa: 0.8666, kb_relative_information_score: 0.8709, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8916, predictive_accuracy: 0.8919, prior_entropy: 2.4834, recall: 0.8919, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.5165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.91, kappa: 0.8894, kb_relative_information_score: 0.8931, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9097, predictive_accuracy: 0.9104, prior_entropy: 2.4834, recall: 0.9104, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.4702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, f_measure: 0.9187, kappa: 0.9, kb_relative_information_score: 0.9035, mean_absolute_error: 0.027, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9185, predictive_accuracy: 0.919, prior_entropy: 2.4834, recall: 0.919, relative_absolute_error: 0.1, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.4472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9366, f_measure: 0.895, kappa: 0.8706, kb_relative_information_score: 0.8755, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8949, predictive_accuracy: 0.8952, prior_entropy: 2.4834, recall: 0.8952, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.5086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.9042, kappa: 0.8832, kb_relative_information_score: 0.8858, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9037, predictive_accuracy: 0.9054, prior_entropy: 2.4834, recall: 0.9054, relative_absolute_error: 0.1167, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.4831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, f_measure: 0.9215, kappa: 0.9035, kb_relative_information_score: 0.9069, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9213, predictive_accuracy: 0.9218, prior_entropy: 2.4834, recall: 0.9218, relative_absolute_error: 0.0965, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.4394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8691, kappa: 0.8414, kb_relative_information_score: 0.8414, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8675, predictive_accuracy: 0.8719, prior_entropy: 2.4834, recall: 0.8719, relative_absolute_error: 0.1581, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4096, kappa: -0.1756, kb_relative_information_score: -0.0806, mean_absolute_error: 0.3213, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.0362, prior_entropy: 2.4834, recall: 0.0362, relative_absolute_error: 1.1893, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.5668, root_relative_squared_error: 1.5423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9359, f_measure: 0.8928, kappa: 0.8698, kb_relative_information_score: 0.8714, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8921, predictive_accuracy: 0.8947, prior_entropy: 2.4834, recall: 0.8947, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.5098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8267, f_measure: 0.6872, kappa: 0.6531, kb_relative_information_score: 0.6557, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.6861, predictive_accuracy: 0.7236, prior_entropy: 2.4834, recall: 0.7236, relative_absolute_error: 0.341, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3035, root_relative_squared_error: 0.8259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.9004, kappa: 0.8799, kb_relative_information_score: 0.8806, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8999, predictive_accuracy: 0.903, prior_entropy: 2.4834, recall: 0.903, relative_absolute_error: 0.1198, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.4894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.9016, kappa: 0.8815, kb_relative_information_score: 0.8822, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9011, predictive_accuracy: 0.9042, prior_entropy: 2.4834, recall: 0.9042, relative_absolute_error: 0.1182, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.4863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.9041, kappa: 0.8837, kb_relative_information_score: 0.8849, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9037, predictive_accuracy: 0.9059, prior_entropy: 2.4834, recall: 0.9059, relative_absolute_error: 0.1161, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.4819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8982, kappa: 0.8762, kb_relative_information_score: 0.8779, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8977, predictive_accuracy: 0.8998, prior_entropy: 2.4834, recall: 0.8998, relative_absolute_error: 0.1236, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.4972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.669, f_measure: 0.4497, kappa: 0.3447, kb_relative_information_score: 0.4021, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.4549, predictive_accuracy: 0.4767, prior_entropy: 2.4834, recall: 0.4767, relative_absolute_error: 0.6458, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.4177, root_relative_squared_error: 1.1365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.9086, kappa: 0.8894, kb_relative_information_score: 0.8902, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9082, predictive_accuracy: 0.9106, prior_entropy: 2.4834, recall: 0.9106, relative_absolute_error: 0.1104, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.4698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8249, f_measure: 0.7078, kappa: 0.6488, kb_relative_information_score: 0.6598, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.7144, predictive_accuracy: 0.7182, prior_entropy: 2.4834, recall: 0.7182, relative_absolute_error: 0.3478, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.831, kappa: 0.6676, kb_relative_information_score: 0.6534, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.7404, prior_entropy: 2.4834, recall: 0.7404, relative_absolute_error: 0.3203, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.8004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.6848, kappa: 0.6458, kb_relative_information_score: 0.6506, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.6945, predictive_accuracy: 0.7168, prior_entropy: 2.4834, recall: 0.7168, relative_absolute_error: 0.3495, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3072, root_relative_squared_error: 0.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.9048, kappa: 0.8841, kb_relative_information_score: 0.8863, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9043, predictive_accuracy: 0.9062, prior_entropy: 2.4834, recall: 0.9062, relative_absolute_error: 0.1157, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.4811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9366, f_measure: 0.894, kappa: 0.8716, kb_relative_information_score: 0.8725, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8936, predictive_accuracy: 0.8963, prior_entropy: 2.4834, recall: 0.8963, relative_absolute_error: 0.128, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.186, root_relative_squared_error: 0.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, f_measure: 0.8998, kappa: 0.8785, kb_relative_information_score: 0.8799, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8992, predictive_accuracy: 0.9017, prior_entropy: 2.4834, recall: 0.9017, relative_absolute_error: 0.1213, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.181, root_relative_squared_error: 0.4925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.8953, kappa: 0.8729, kb_relative_information_score: 0.8744, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8946, predictive_accuracy: 0.8972, prior_entropy: 2.4834, recall: 0.8972, relative_absolute_error: 0.1269, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.5037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.891, kappa: 0.8656, kb_relative_information_score: 0.8696, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8909, predictive_accuracy: 0.8911, prior_entropy: 2.4834, recall: 0.8911, relative_absolute_error: 0.1343, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.5184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8112, f_measure: 0.6905, kappa: 0.6186, kb_relative_information_score: 0.6386, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.6941, predictive_accuracy: 0.6916, prior_entropy: 2.4834, recall: 0.6916, relative_absolute_error: 0.3806, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.8724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.9061, kappa: 0.8846, kb_relative_information_score: 0.8883, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9058, predictive_accuracy: 0.9065, prior_entropy: 2.4834, recall: 0.9065, relative_absolute_error: 0.1153, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.4803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9398, f_measure: 0.9001, kappa: 0.8775, kb_relative_information_score: 0.881, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8996, predictive_accuracy: 0.9008, prior_entropy: 2.4834, recall: 0.9008, relative_absolute_error: 0.1224, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.4949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.9068, kappa: 0.8862, kb_relative_information_score: 0.8888, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9064, predictive_accuracy: 0.9079, prior_entropy: 2.4834, recall: 0.9079, relative_absolute_error: 0.1136, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.4767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.9075, kappa: 0.8872, kb_relative_information_score: 0.8896, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9071, predictive_accuracy: 0.9087, prior_entropy: 2.4834, recall: 0.9087, relative_absolute_error: 0.1127, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.4747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.9058, kappa: 0.8847, kb_relative_information_score: 0.8875, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9053, predictive_accuracy: 0.9067, prior_entropy: 2.4834, recall: 0.9067, relative_absolute_error: 0.1151, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.4799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.899, kappa: 0.8763, kb_relative_information_score: 0.8799, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8985, predictive_accuracy: 0.8998, prior_entropy: 2.4834, recall: 0.8998, relative_absolute_error: 0.1236, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.4972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.866, kappa: 0.8399, kb_relative_information_score: 0.8384, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8653, predictive_accuracy: 0.8711, prior_entropy: 2.4834, recall: 0.8711, relative_absolute_error: 0.1591, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.5641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.8732, kappa: 0.8462, kb_relative_information_score: 0.8465, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8718, predictive_accuracy: 0.8757, prior_entropy: 2.4834, recall: 0.8757, relative_absolute_error: 0.1533, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.5538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9161, f_measure: 0.858, kappa: 0.8306, kb_relative_information_score: 0.8282, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8565, predictive_accuracy: 0.8636, prior_entropy: 2.4834, recall: 0.8636, relative_absolute_error: 0.1683, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.5802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.9024, kappa: 0.8815, kb_relative_information_score: 0.8831, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9019, predictive_accuracy: 0.9042, prior_entropy: 2.4834, recall: 0.9042, relative_absolute_error: 0.1182, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.4863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, f_measure: 0.8977, kappa: 0.8758, kb_relative_information_score: 0.8773, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.897, predictive_accuracy: 0.8995, prior_entropy: 2.4834, recall: 0.8995, relative_absolute_error: 0.124, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.183, root_relative_squared_error: 0.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5076, kappa: 0.0152, kb_relative_information_score: 0.124, mean_absolute_error: 0.2501, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.2496, prior_entropy: 2.4834, recall: 0.2496, relative_absolute_error: 0.926, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.3609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7343, f_measure: 0.5794, kappa: 0.4771, kb_relative_information_score: 0.4994, mean_absolute_error: 0.1353, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.812, predictive_accuracy: 0.5942, prior_entropy: 2.4834, recall: 0.5942, relative_absolute_error: 0.5007, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3678, root_relative_squared_error: 1.0007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8189, kappa: 0.6432, kb_relative_information_score: 0.6346, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.721, prior_entropy: 2.4834, recall: 0.721, relative_absolute_error: 0.3443, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.305, root_relative_squared_error: 0.8298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.8203, kappa: 0.7952, kb_relative_information_score: 0.7873, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8252, predictive_accuracy: 0.8364, prior_entropy: 2.4834, recall: 0.8364, relative_absolute_error: 0.2019, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.6355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8416, kappa: 0.688, kb_relative_information_score: 0.6721, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.7557, prior_entropy: 2.4834, recall: 0.7557, relative_absolute_error: 0.3015, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2854, root_relative_squared_error: 0.7765,

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

OpenML bootcamp

From your own software

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

OpenML APIs