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: 0.9492, f_measure: 0.9158, kappa: 0.8967, kb_relative_information_score: 0.8999, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9155, predictive_accuracy: 0.9163, prior_entropy: 2.4834, recall: 0.9163, relative_absolute_error: 0.1033, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.167, root_relative_squared_error: 0.4544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.9216, kappa: 0.904, kb_relative_information_score: 0.9067, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9213, predictive_accuracy: 0.9222, prior_entropy: 2.4834, recall: 0.9222, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.161, root_relative_squared_error: 0.4381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.8733, kappa: 0.8475, kb_relative_information_score: 0.8469, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8722, predictive_accuracy: 0.877, prior_entropy: 2.4834, recall: 0.877, relative_absolute_error: 0.1518, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.919, kappa: 0.9014, kb_relative_information_score: 0.9028, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9189, predictive_accuracy: 0.9202, prior_entropy: 2.4834, recall: 0.9202, relative_absolute_error: 0.0985, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.4437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.9172, kappa: 0.8994, kb_relative_information_score: 0.9007, 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: 0.9554, f_measure: 0.9257, kappa: 0.9097, kb_relative_information_score: 0.9109, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9258, predictive_accuracy: 0.9269, prior_entropy: 2.4834, recall: 0.9269, relative_absolute_error: 0.0902, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.4247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.8723, kappa: 0.8463, kb_relative_information_score: 0.8456, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8711, predictive_accuracy: 0.876, prior_entropy: 2.4834, recall: 0.876, relative_absolute_error: 0.153, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.5531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.9047, kappa: 0.8844, kb_relative_information_score: 0.8858, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9043, 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: 0.9278, f_measure: 0.8793, kappa: 0.8538, kb_relative_information_score: 0.8545, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8783, predictive_accuracy: 0.882, prior_entropy: 2.4834, recall: 0.882, relative_absolute_error: 0.1457, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.5398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.8683, kappa: 0.8405, kb_relative_information_score: 0.841, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8665, 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: 0.9427, f_measure: 0.9041, kappa: 0.8838, kb_relative_information_score: 0.8852, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9037, predictive_accuracy: 0.9061, prior_entropy: 2.4834, recall: 0.9061, relative_absolute_error: 0.1159, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.177, root_relative_squared_error: 0.4815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.8733, kappa: 0.8475, kb_relative_information_score: 0.8469, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8722, predictive_accuracy: 0.877, prior_entropy: 2.4834, recall: 0.877, relative_absolute_error: 0.1518, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.9257, kappa: 0.9097, kb_relative_information_score: 0.9109, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9257, predictive_accuracy: 0.9269, prior_entropy: 2.4834, recall: 0.9269, relative_absolute_error: 0.0902, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.4247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.9223, kappa: 0.9046, kb_relative_information_score: 0.908, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9221, predictive_accuracy: 0.9227, prior_entropy: 2.4834, recall: 0.9227, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.4368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5951, f_measure: 0.322, kappa: 0.1996, kb_relative_information_score: 0.28, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.3113, predictive_accuracy: 0.3594, prior_entropy: 2.4834, recall: 0.3594, relative_absolute_error: 0.7905, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.4621, root_relative_squared_error: 1.2574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.8292, kappa: 0.8006, kb_relative_information_score: 0.7949, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.829, predictive_accuracy: 0.8401, prior_entropy: 2.4834, recall: 0.8401, relative_absolute_error: 0.1973, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.6282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.6416, kappa: 0.548, kb_relative_information_score: 0.5644, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.6679, predictive_accuracy: 0.6292, prior_entropy: 2.4834, recall: 0.6292, relative_absolute_error: 0.4575, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3515, root_relative_squared_error: 0.9566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.9082, kappa: 0.8868, kb_relative_information_score: 0.8911, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9082, predictive_accuracy: 0.9082, prior_entropy: 2.4834, recall: 0.9082, relative_absolute_error: 0.1132, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.7732, kappa: 0.7281, kb_relative_information_score: 0.7343, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.7748, predictive_accuracy: 0.782, prior_entropy: 2.4834, recall: 0.782, relative_absolute_error: 0.2691, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.7336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.7798, kappa: 0.7629, kb_relative_information_score: 0.7507, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.7957, predictive_accuracy: 0.812, prior_entropy: 2.4834, recall: 0.812, relative_absolute_error: 0.232, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2503, root_relative_squared_error: 0.6812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, kappa: 0.732, kb_relative_information_score: 0.7183, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.7886, prior_entropy: 2.4834, recall: 0.7886, relative_absolute_error: 0.2608, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.7222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.9205, kappa: 0.9025, kb_relative_information_score: 0.9057, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9203, predictive_accuracy: 0.921, prior_entropy: 2.4834, recall: 0.921, relative_absolute_error: 0.0975, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.4416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, kappa: 0.732, kb_relative_information_score: 0.7183, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.7886, prior_entropy: 2.4834, recall: 0.7886, relative_absolute_error: 0.2608, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.7222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.9086, kappa: 0.8877, kb_relative_information_score: 0.8913, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9083, 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: 0.9494, f_measure: 0.916, kappa: 0.8971, kb_relative_information_score: 0.9, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9157, predictive_accuracy: 0.9166, prior_entropy: 2.4834, recall: 0.9166, relative_absolute_error: 0.1029, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.4536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.9158, kappa: 0.8967, kb_relative_information_score: 0.8999, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9155, predictive_accuracy: 0.9163, prior_entropy: 2.4834, recall: 0.9163, relative_absolute_error: 0.1033, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.167, root_relative_squared_error: 0.4544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7576, f_measure: 0.5808, kappa: 0.503, kb_relative_information_score: 0.5108, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.5702, predictive_accuracy: 0.5998, prior_entropy: 2.4834, recall: 0.5998, relative_absolute_error: 0.4938, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3652, root_relative_squared_error: 0.9938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8793, kappa: 0.8538, kb_relative_information_score: 0.8545, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8783, predictive_accuracy: 0.882, prior_entropy: 2.4834, recall: 0.882, relative_absolute_error: 0.1457, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.5398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7576, f_measure: 0.5808, kappa: 0.503, kb_relative_information_score: 0.5108, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.5702, predictive_accuracy: 0.5998, prior_entropy: 2.4834, recall: 0.5998, relative_absolute_error: 0.4938, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3652, root_relative_squared_error: 0.9938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.9223, kappa: 0.9046, kb_relative_information_score: 0.908, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9221, predictive_accuracy: 0.9227, prior_entropy: 2.4834, recall: 0.9227, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.4368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.9008, kappa: 0.8796, kb_relative_information_score: 0.8812, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9003, predictive_accuracy: 0.9026, prior_entropy: 2.4834, recall: 0.9026, relative_absolute_error: 0.1201, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.4902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.9257, kappa: 0.9097, kb_relative_information_score: 0.9109, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9258, predictive_accuracy: 0.9269, prior_entropy: 2.4834, recall: 0.9269, relative_absolute_error: 0.0902, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.4247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8432, kappa: 0.8048, kb_relative_information_score: 0.8125, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8461, predictive_accuracy: 0.8414, prior_entropy: 2.4834, recall: 0.8414, relative_absolute_error: 0.1958, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.23, root_relative_squared_error: 0.6257,
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: 0.9032, 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: 0.9312, f_measure: 0.8851, 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: 0.8844, 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: 0.9358, f_measure: 0.8926, kappa: 0.8696, kb_relative_information_score: 0.8713, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8918, predictive_accuracy: 0.8946, prior_entropy: 2.4834, recall: 0.8946, relative_absolute_error: 0.1301, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.5101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.9159, kappa: 0.8986, kb_relative_information_score: 0.8987, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9159, predictive_accuracy: 0.918, prior_entropy: 2.4834, recall: 0.918, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.9047, kappa: 0.8844, kb_relative_information_score: 0.8858, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9043, 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: 0.947, f_measure: 0.9113, kappa: 0.893, kb_relative_information_score: 0.8933, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9111, predictive_accuracy: 0.9135, prior_entropy: 2.4834, recall: 0.9135, relative_absolute_error: 0.1067, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.8683, kappa: 0.8405, kb_relative_information_score: 0.841, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8665, 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: 0.9401, f_measure: 0.8999, kappa: 0.8783, kb_relative_information_score: 0.88, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8993, predictive_accuracy: 0.9016, prior_entropy: 2.4834, recall: 0.9016, relative_absolute_error: 0.1215, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.4929,
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: 0.9473, f_measure: 0.9113, kappa: 0.8939, kb_relative_information_score: 0.8934, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9118, predictive_accuracy: 0.9143, prior_entropy: 2.4834, recall: 0.9143, relative_absolute_error: 0.1057, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.169, root_relative_squared_error: 0.4599,
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: 0.947, f_measure: 0.9113, kappa: 0.893, kb_relative_information_score: 0.8933, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9111, predictive_accuracy: 0.9135, prior_entropy: 2.4834, recall: 0.9135, relative_absolute_error: 0.1067, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.9163, kappa: 0.8973, kb_relative_information_score: 0.9007, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9161, predictive_accuracy: 0.9168, prior_entropy: 2.4834, recall: 0.9168, relative_absolute_error: 0.1027, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.4532,
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: 0.9172, 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: 0.9512, f_measure: 0.9189, kappa: 0.9002, kb_relative_information_score: 0.9037, mean_absolute_error: 0.027, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9188, predictive_accuracy: 0.9191, prior_entropy: 2.4834, recall: 0.9191, relative_absolute_error: 0.0998, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1642, root_relative_squared_error: 0.4468,
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: 0.9413, f_measure: 0.9016, kappa: 0.8808, kb_relative_information_score: 0.8822, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.901, predictive_accuracy: 0.9036, prior_entropy: 2.4834, recall: 0.9036, relative_absolute_error: 0.119, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.4878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.9163, kappa: 0.8973, kb_relative_information_score: 0.9007, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9161, predictive_accuracy: 0.9168, prior_entropy: 2.4834, recall: 0.9168, relative_absolute_error: 0.1027, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.4532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.9167, kappa: 0.8975, kb_relative_information_score: 0.9012, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9165, 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: 0.9172, 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: 0.9427, f_measure: 0.9041, kappa: 0.8838, kb_relative_information_score: 0.8852, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9037, predictive_accuracy: 0.9061, prior_entropy: 2.4834, recall: 0.9061, relative_absolute_error: 0.1159, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.177, root_relative_squared_error: 0.4815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.8499, kappa: 0.8143, kb_relative_information_score: 0.8204, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8508, predictive_accuracy: 0.8495, prior_entropy: 2.4834, recall: 0.8495, relative_absolute_error: 0.1858, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.224, root_relative_squared_error: 0.6096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.8442, kappa: 0.8061, kb_relative_information_score: 0.8136, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8469, predictive_accuracy: 0.8425, prior_entropy: 2.4834, recall: 0.8425, relative_absolute_error: 0.1944, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.6236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.9189, kappa: 0.9002, kb_relative_information_score: 0.9037, mean_absolute_error: 0.027, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9188, predictive_accuracy: 0.9191, prior_entropy: 2.4834, recall: 0.9191, relative_absolute_error: 0.0998, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1642, root_relative_squared_error: 0.4468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.9167, kappa: 0.8975, kb_relative_information_score: 0.9012, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9165, 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: 0.9538, f_measure: 0.9229, kappa: 0.9067, kb_relative_information_score: 0.9068, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9231, predictive_accuracy: 0.9246, prior_entropy: 2.4834, recall: 0.9246, relative_absolute_error: 0.0931, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.4315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9229, f_measure: 0.8705, kappa: 0.8439, kb_relative_information_score: 0.8433, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8691, predictive_accuracy: 0.874, prior_entropy: 2.4834, recall: 0.874, relative_absolute_error: 0.1555, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.5576,
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: 0.9504, 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: 0.9095, f_measure: 0.8499, kappa: 0.8143, kb_relative_information_score: 0.8204, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8508, predictive_accuracy: 0.8495, prior_entropy: 2.4834, recall: 0.8495, relative_absolute_error: 0.1858, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.224, root_relative_squared_error: 0.6096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, f_measure: 0.8999, kappa: 0.8783, kb_relative_information_score: 0.88, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8993, predictive_accuracy: 0.9016, prior_entropy: 2.4834, recall: 0.9016, relative_absolute_error: 0.1215, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.4929,
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: 0.9116, f_measure: 0.8529, kappa: 0.8179, kb_relative_information_score: 0.8248, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8541, predictive_accuracy: 0.8521, prior_entropy: 2.4834, recall: 0.8521, relative_absolute_error: 0.1825, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.222, root_relative_squared_error: 0.6042,
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: 0.9457, 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: 0.8958, 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: 0.7956, f_measure: 0.6618, kappa: 0.5792, kb_relative_information_score: 0.5963, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.68, predictive_accuracy: 0.6563, prior_entropy: 2.4834, recall: 0.6563, relative_absolute_error: 0.4241, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3385, root_relative_squared_error: 0.921,
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: 0.9511, 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: 0.8628, 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: 0.9463, 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: 0.9457, 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: 0.7956, f_measure: 0.6618, kappa: 0.5792, kb_relative_information_score: 0.5963, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.68, predictive_accuracy: 0.6563, prior_entropy: 2.4834, recall: 0.6563, relative_absolute_error: 0.4241, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3385, root_relative_squared_error: 0.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.9008, kappa: 0.8796, kb_relative_information_score: 0.8812, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9003, predictive_accuracy: 0.9026, prior_entropy: 2.4834, recall: 0.9026, relative_absolute_error: 0.1201, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.4902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.9113, kappa: 0.8939, kb_relative_information_score: 0.8934, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9118, predictive_accuracy: 0.9143, prior_entropy: 2.4834, recall: 0.9143, relative_absolute_error: 0.1057, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.169, root_relative_squared_error: 0.4599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.9159, kappa: 0.8986, kb_relative_information_score: 0.8987, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9159, predictive_accuracy: 0.918, prior_entropy: 2.4834, recall: 0.918, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.9016, kappa: 0.8808, kb_relative_information_score: 0.8822, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.901, predictive_accuracy: 0.9036, prior_entropy: 2.4834, recall: 0.9036, relative_absolute_error: 0.119, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.4878,
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: 0.9055, f_measure: 0.8432, kappa: 0.8048, kb_relative_information_score: 0.8125, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8461, predictive_accuracy: 0.8414, prior_entropy: 2.4834, recall: 0.8414, relative_absolute_error: 0.1958, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.23, root_relative_squared_error: 0.6257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.8529, kappa: 0.8179, kb_relative_information_score: 0.8248, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8541, predictive_accuracy: 0.8521, prior_entropy: 2.4834, recall: 0.8521, relative_absolute_error: 0.1825, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.222, root_relative_squared_error: 0.6042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9229, kappa: 0.9067, kb_relative_information_score: 0.9068, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9231, predictive_accuracy: 0.9246, prior_entropy: 2.4834, recall: 0.9246, relative_absolute_error: 0.0931, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.4315,
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: 0.9504, 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: 0.927, f_measure: 0.8778, kappa: 0.8513, kb_relative_information_score: 0.8522, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8766, predictive_accuracy: 0.8798, prior_entropy: 2.4834, recall: 0.8798, relative_absolute_error: 0.1484, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.5447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8778, kappa: 0.8513, kb_relative_information_score: 0.8522, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8766, predictive_accuracy: 0.8798, prior_entropy: 2.4834, recall: 0.8798, relative_absolute_error: 0.1484, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.5447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7979, kappa: 0.6026, kb_relative_information_score: 0.6006, mean_absolute_error: 0.1033, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.6902, prior_entropy: 2.4834, recall: 0.6902, relative_absolute_error: 0.3823, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.8744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.8637, kappa: 0.8347, kb_relative_information_score: 0.8355, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.862, 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: 0.919, f_measure: 0.8637, kappa: 0.8347, kb_relative_information_score: 0.8355, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8619, 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: 0.8396, kappa: 0.6841, kb_relative_information_score: 0.6684, mean_absolute_error: 0.0824, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, predictive_accuracy: 0.7527, prior_entropy: 2.4834, recall: 0.7527, relative_absolute_error: 0.3051, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.7812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8376, kappa: 0.8094, kb_relative_information_score: 0.8045, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8369, predictive_accuracy: 0.847, prior_entropy: 2.4834, recall: 0.847, relative_absolute_error: 0.1888, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.6146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.8639, kappa: 0.8349, kb_relative_information_score: 0.8357, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8622, predictive_accuracy: 0.8666, prior_entropy: 2.4834, recall: 0.8666, relative_absolute_error: 0.1647, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.5739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.8641, kappa: 0.8351, kb_relative_information_score: 0.836, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8624, 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: 0.9064, f_measure: 0.8447, kappa: 0.8058, kb_relative_information_score: 0.8134, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8489, predictive_accuracy: 0.842, prior_entropy: 2.4834, recall: 0.842, relative_absolute_error: 0.195, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.6245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.7505, kappa: 0.7437, kb_relative_information_score: 0.7295, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8347, predictive_accuracy: 0.7978, prior_entropy: 2.4834, recall: 0.7978, relative_absolute_error: 0.2495, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2596, root_relative_squared_error: 0.7064,

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