OpenML
Supervised Classification on cjs

Supervised Classification on cjs

Task 14967 Supervised Classification cjs 10925 runs submitted
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  • OpenML100 study_107 study_123 study_14
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10925 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, f_measure: 0.7631, kappa: 0.7195, kb_relative_information_score: 2031.4586, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7796, predictive_accuracy: 0.7722, prior_entropy: 2.5207, recall: 0.7722, relative_absolute_error: 0.2783, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.7461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9993, kappa: 0.9991, kb_relative_information_score: 2793.6303, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 2.5207, recall: 0.9993, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0154, root_relative_squared_error: 0.0418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.8832, kappa: 0.8582, kb_relative_information_score: 2412.2754, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8831, predictive_accuracy: 0.8841, prior_entropy: 2.5207, recall: 0.8841, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.5321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.9049, kappa: 0.8821, kb_relative_information_score: 2476.2619, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9087, predictive_accuracy: 0.9034, prior_entropy: 2.5207, recall: 0.9034, relative_absolute_error: 0.118, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5274, f_measure: 0.1582, kappa: 0.0572, kb_relative_information_score: 449.8754, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2844, predictive_accuracy: 0.2772, prior_entropy: 2.5207, recall: 0.2772, relative_absolute_error: 0.883, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4909, root_relative_squared_error: 1.3289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9818, kappa: 0.9777, kb_relative_information_score: 2737.7794, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9818, predictive_accuracy: 0.9818, prior_entropy: 2.5207, recall: 0.9818, relative_absolute_error: 0.0223, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.078, root_relative_squared_error: 0.2111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, f_measure: 0.7291, kappa: 0.6807, kb_relative_information_score: 1925.2282, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.736, predictive_accuracy: 0.7393, prior_entropy: 2.5207, recall: 0.7393, relative_absolute_error: 0.3185, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.7981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9989, kappa: 0.9987, kb_relative_information_score: 2792.5939, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9989, predictive_accuracy: 0.9989, prior_entropy: 2.5207, recall: 0.9989, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0189, root_relative_squared_error: 0.0512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8367, f_measure: 0.7281, kappa: 0.6661, kb_relative_information_score: 1897.3394, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7335, predictive_accuracy: 0.7268, prior_entropy: 2.5207, recall: 0.7268, relative_absolute_error: 0.3338, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.8171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, f_measure: 0.7619, kappa: 0.7202, kb_relative_information_score: 2016.3964, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8632, predictive_accuracy: 0.7729, prior_entropy: 2.5207, recall: 0.7729, relative_absolute_error: 0.2774, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.7449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8528, f_measure: 0.754, kappa: 0.7, kb_relative_information_score: 1984.4623, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7584, predictive_accuracy: 0.755, prior_entropy: 2.5207, recall: 0.755, relative_absolute_error: 0.2993, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2858, root_relative_squared_error: 0.7737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9989, kappa: 0.9987, kb_relative_information_score: 2792.2426, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9989, predictive_accuracy: 0.9989, prior_entropy: 2.5207, recall: 0.9989, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0189, root_relative_squared_error: 0.0512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8381, f_measure: 0.7276, kappa: 0.6824, kb_relative_information_score: 1910.6427, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7845, predictive_accuracy: 0.7464, prior_entropy: 2.5207, recall: 0.7464, relative_absolute_error: 0.3098, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.7871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.8326, kappa: 0.7933, kb_relative_information_score: 2240.7258, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8441, predictive_accuracy: 0.8305, prior_entropy: 2.5207, recall: 0.8305, relative_absolute_error: 0.2071, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.6436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.8848, kappa: 0.8534, kb_relative_information_score: 2398.5172, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9024, predictive_accuracy: 0.8798, prior_entropy: 2.5207, recall: 0.8798, relative_absolute_error: 0.1468, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2001, root_relative_squared_error: 0.5418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.9162, kappa: 0.8953, kb_relative_information_score: 2512.7821, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9204, predictive_accuracy: 0.9142, prior_entropy: 2.5207, recall: 0.9142, relative_absolute_error: 0.1049, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1692, root_relative_squared_error: 0.4579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7394, f_measure: 0.5761, kappa: 0.4792, kb_relative_information_score: 1433.4427, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.59, predictive_accuracy: 0.5783, prior_entropy: 2.5207, recall: 0.5783, relative_absolute_error: 0.5151, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3749, root_relative_squared_error: 1.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.9064, kappa: 0.8838, kb_relative_information_score: 2481.365, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.91, predictive_accuracy: 0.9049, prior_entropy: 2.5207, recall: 0.9049, relative_absolute_error: 0.1162, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.4821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.7917, kappa: 0.7251, kb_relative_information_score: 2045.1271, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9106, predictive_accuracy: 0.7743, prior_entropy: 2.5207, recall: 0.7743, relative_absolute_error: 0.2757, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2743, root_relative_squared_error: 0.7425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6569, f_measure: 0.4306, kappa: 0.3127, kb_relative_information_score: 1008.2812, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.4724, predictive_accuracy: 0.4456, prior_entropy: 2.5207, recall: 0.4456, relative_absolute_error: 0.6772, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4299, root_relative_squared_error: 1.1638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7375, f_measure: 0.5591, kappa: 0.4841, kb_relative_information_score: 1421.9424, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.6837, predictive_accuracy: 0.5948, prior_entropy: 2.5207, recall: 0.5948, relative_absolute_error: 0.495, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9875, kappa: 0.9847, kb_relative_information_score: 2755.0495, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9875, predictive_accuracy: 0.9875, prior_entropy: 2.5207, recall: 0.9875, relative_absolute_error: 0.0153, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0646, root_relative_squared_error: 0.1749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.9328, kappa: 0.9179, kb_relative_information_score: 2575.0234, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9328, predictive_accuracy: 0.9328, prior_entropy: 2.5207, recall: 0.9328, relative_absolute_error: 0.0821, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.4053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.9379, kappa: 0.9236, kb_relative_information_score: 2589.8408, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9391, predictive_accuracy: 0.9374, prior_entropy: 2.5207, recall: 0.9374, relative_absolute_error: 0.0765, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9946, kappa: 0.9934, kb_relative_information_score: 2777.6351, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 2.5207, recall: 0.9946, relative_absolute_error: 0.0066, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0423, root_relative_squared_error: 0.1145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2794.5993, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 2.5207, recall: 0.9996, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6588, kappa: 0.3215, kb_relative_information_score: 1024.9284, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.4689, prior_entropy: 2.5207, recall: 0.4689, relative_absolute_error: 0.6488, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4208, root_relative_squared_error: 1.1391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9082, kappa: 0.886, kb_relative_information_score: 2487.2126, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9122, predictive_accuracy: 0.9067, prior_entropy: 2.5207, recall: 0.9067, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.4776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.9098, kappa: 0.8899, kb_relative_information_score: 2496.933, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9099, predictive_accuracy: 0.9099, prior_entropy: 2.5207, recall: 0.9099, relative_absolute_error: 0.1101, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.4693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8394, f_measure: 0.7394, kappa: 0.679, kb_relative_information_score: 1933.4273, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7537, predictive_accuracy: 0.7396, prior_entropy: 2.5207, recall: 0.7396, relative_absolute_error: 0.3181, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2946, root_relative_squared_error: 0.7976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.9092, kappa: 0.8845, kb_relative_information_score: 2484.5568, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9213, predictive_accuracy: 0.9052, prior_entropy: 2.5207, recall: 0.9052, relative_absolute_error: 0.1158, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1777, root_relative_squared_error: 0.4812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0001, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0001, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4449, f_measure: 0.0689, kappa: -0.1078, kb_relative_information_score: -73.9077, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.097, predictive_accuracy: 0.0794, prior_entropy: 2.5207, recall: 0.0794, relative_absolute_error: 1.1245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.554, root_relative_squared_error: 1.4997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.529, f_measure: 0.1622, kappa: 0.0606, kb_relative_information_score: 457.5769, mean_absolute_error: 0.2402, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.3106, predictive_accuracy: 0.2793, prior_entropy: 2.5207, recall: 0.2793, relative_absolute_error: 0.8803, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4901, root_relative_squared_error: 1.3269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.9098, kappa: 0.8899, kb_relative_information_score: 2496.933, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9099, predictive_accuracy: 0.9099, prior_entropy: 2.5207, recall: 0.9099, relative_absolute_error: 0.1101, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.4693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, f_measure: 0.919, kappa: 0.8995, kb_relative_information_score: 2523.9131, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9223, predictive_accuracy: 0.9177, prior_entropy: 2.5207, recall: 0.9177, relative_absolute_error: 0.1005, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.4483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5219, f_measure: 0.146, kappa: 0.0454, kb_relative_information_score: 423.4257, mean_absolute_error: 0.2436, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.3119, predictive_accuracy: 0.2693, prior_entropy: 2.5207, recall: 0.2693, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4935, root_relative_squared_error: 1.3361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4871, f_measure: 0.1592, kappa: -0.0236, kb_relative_information_score: 188.4269, mean_absolute_error: 0.2777, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.175, predictive_accuracy: 0.167, prior_entropy: 2.5207, recall: 0.167, relative_absolute_error: 1.0175, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5269, root_relative_squared_error: 1.4266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5196, f_measure: 0.1434, kappa: 0.0409, kb_relative_information_score: 415.6814, mean_absolute_error: 0.2444, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2641, predictive_accuracy: 0.2668, prior_entropy: 2.5207, recall: 0.2668, relative_absolute_error: 0.8956, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4944, root_relative_squared_error: 1.3384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.721, kappa: 0.6639, kb_relative_information_score: 1895.1801, mean_absolute_error: 0.0916, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7262, predictive_accuracy: 0.7253, prior_entropy: 2.5207, recall: 0.7253, relative_absolute_error: 0.3355, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3026, root_relative_squared_error: 0.8192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5401, f_measure: 0.2439, kappa: 0.0798, kb_relative_information_score: 428.9633, mean_absolute_error: 0.2514, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2617, predictive_accuracy: 0.2457, prior_entropy: 2.5207, recall: 0.2457, relative_absolute_error: 0.9214, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5014, root_relative_squared_error: 1.3575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7478, f_measure: 0.5803, kappa: 0.4894, kb_relative_information_score: 1438.2299, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.5974, predictive_accuracy: 0.5844, prior_entropy: 2.5207, recall: 0.5844, relative_absolute_error: 0.5077, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3722, root_relative_squared_error: 1.0077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8099, kappa: 0.7488, kb_relative_information_score: 2107.5767, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9139, predictive_accuracy: 0.794, prior_entropy: 2.5207, recall: 0.794, relative_absolute_error: 0.2516, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.262, root_relative_squared_error: 0.7094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9957, kappa: 0.9948, kb_relative_information_score: 2782.1481, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9957, predictive_accuracy: 0.9957, prior_entropy: 2.5207, recall: 0.9957, relative_absolute_error: 0.0052, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0378, root_relative_squared_error: 0.1024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9531, kappa: 0.9423, kb_relative_information_score: 2642.3938, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9539, predictive_accuracy: 0.9528, prior_entropy: 2.5207, recall: 0.9528, relative_absolute_error: 0.0577, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1254, root_relative_squared_error: 0.3396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.6698, kappa: 0.5981, kb_relative_information_score: 1723.7122, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.6795, predictive_accuracy: 0.6717, prior_entropy: 2.5207, recall: 0.6717, relative_absolute_error: 0.4011, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.8956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.9223, kappa: 0.907, kb_relative_information_score: 2532.9591, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.924, predictive_accuracy: 0.9242, prior_entropy: 2.5207, recall: 0.9242, relative_absolute_error: 0.0926, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.159, root_relative_squared_error: 0.4304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.903, kappa: 0.8805, kb_relative_information_score: 2475.2572, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9049, predictive_accuracy: 0.902, prior_entropy: 2.5207, recall: 0.902, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.4893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5208, kappa: 0.0431, kb_relative_information_score: 418.5064, mean_absolute_error: 0.244, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2679, prior_entropy: 2.5207, recall: 0.2679, relative_absolute_error: 0.8943, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.494, root_relative_squared_error: 1.3374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5364, f_measure: 0.1781, kappa: 0.0758, kb_relative_information_score: 488.6069, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.336, predictive_accuracy: 0.289, prior_entropy: 2.5207, recall: 0.289, relative_absolute_error: 0.8685, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4868, root_relative_squared_error: 1.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7273, kappa: 0.4689, kb_relative_information_score: 1388.0767, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.5873, prior_entropy: 2.5207, recall: 0.5873, relative_absolute_error: 0.5042, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.0042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9993, kappa: 0.9991, kb_relative_information_score: 2793.6303, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 2.5207, recall: 0.9993, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0154, root_relative_squared_error: 0.0418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4839, f_measure: 0.1039, kappa: -0.0336, kb_relative_information_score: 229.2021, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.0848, predictive_accuracy: 0.2014, prior_entropy: 2.5207, recall: 0.2014, relative_absolute_error: 0.9756, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.516, root_relative_squared_error: 1.3969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5737, f_measure: 0.2717, kappa: 0.1534, kb_relative_information_score: 667.2808, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.494, predictive_accuracy: 0.3451, prior_entropy: 2.5207, recall: 0.3451, relative_absolute_error: 0.7999, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4672, root_relative_squared_error: 1.2649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5409, f_measure: 0.1821, kappa: 0.085, kb_relative_information_score: 507.8827, mean_absolute_error: 0.235, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.286, predictive_accuracy: 0.2951, prior_entropy: 2.5207, recall: 0.2951, relative_absolute_error: 0.8611, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4847, root_relative_squared_error: 1.3124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.9482, kappa: 0.9363, kb_relative_information_score: 2625.9535, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9492, predictive_accuracy: 0.9478, prior_entropy: 2.5207, recall: 0.9478, relative_absolute_error: 0.0638, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1319, root_relative_squared_error: 0.3572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.8864, kappa: 0.8618, kb_relative_information_score: 2419.6928, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8873, predictive_accuracy: 0.887, prior_entropy: 2.5207, recall: 0.887, relative_absolute_error: 0.1381, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.5255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.9082, kappa: 0.8881, kb_relative_information_score: 2495.2296, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9082, predictive_accuracy: 0.9084, prior_entropy: 2.5207, recall: 0.9084, relative_absolute_error: 0.1118, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1747, root_relative_squared_error: 0.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5571, kappa: 0.1188, kb_relative_information_score: 585.9572, mean_absolute_error: 0.2272, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.3183, prior_entropy: 2.5207, recall: 0.3183, relative_absolute_error: 0.8327, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4767, root_relative_squared_error: 1.2905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0001, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9943, kappa: 0.993, kb_relative_information_score: 2777.0132, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 2.5207, recall: 0.9943, relative_absolute_error: 0.007, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0437, root_relative_squared_error: 0.1182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7902, f_measure: 0.6471, kappa: 0.5727, kb_relative_information_score: 1652.7229, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.6521, predictive_accuracy: 0.6509, prior_entropy: 2.5207, recall: 0.6509, relative_absolute_error: 0.4264, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.9235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0001, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5339, f_measure: 0.1716, kappa: 0.0705, kb_relative_information_score: 476.6113, mean_absolute_error: 0.2382, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.3152, predictive_accuracy: 0.2854, prior_entropy: 2.5207, recall: 0.2854, relative_absolute_error: 0.8729, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.3213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9789, kappa: 0.9742, kb_relative_information_score: 2726.5555, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.979, predictive_accuracy: 0.9789, prior_entropy: 2.5207, recall: 0.9789, relative_absolute_error: 0.0258, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.2271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.502, f_measure: 0.1312, kappa: 0.0058, kb_relative_information_score: 341.205, mean_absolute_error: 0.2541, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.1893, predictive_accuracy: 0.2378, prior_entropy: 2.5207, recall: 0.2378, relative_absolute_error: 0.931, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.504, root_relative_squared_error: 1.3646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.8358, kappa: 0.7861, kb_relative_information_score: 2211.5261, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9041, predictive_accuracy: 0.8247, prior_entropy: 2.5207, recall: 0.8247, relative_absolute_error: 0.2141, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.6543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6828, f_measure: 0.4817, kappa: 0.3588, kb_relative_information_score: 1112.2867, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.5078, predictive_accuracy: 0.4764, prior_entropy: 2.5207, recall: 0.4764, relative_absolute_error: 0.6396, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4178, root_relative_squared_error: 1.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5453, f_measure: 0.2443, kappa: 0.0913, kb_relative_information_score: 473.4414, mean_absolute_error: 0.2451, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2645, predictive_accuracy: 0.2647, prior_entropy: 2.5207, recall: 0.2647, relative_absolute_error: 0.8982, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4951, root_relative_squared_error: 1.3404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5033, f_measure: 0.1074, kappa: 0.0069, kb_relative_information_score: 348.4054, mean_absolute_error: 0.2511, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2156, predictive_accuracy: 0.2468, prior_entropy: 2.5207, recall: 0.2468, relative_absolute_error: 0.9201, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.3566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.8322, kappa: 0.7916, kb_relative_information_score: 2236.3081, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.846, predictive_accuracy: 0.829, prior_entropy: 2.5207, recall: 0.829, relative_absolute_error: 0.2088, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.6463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6122, f_measure: 0.3631, kappa: 0.2188, kb_relative_information_score: 762.6333, mean_absolute_error: 0.2113, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.4037, predictive_accuracy: 0.3662, prior_entropy: 2.5207, recall: 0.3662, relative_absolute_error: 0.7742, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4596, root_relative_squared_error: 1.2443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5276, f_measure: 0.159, kappa: 0.0574, kb_relative_information_score: 450.201, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2519, predictive_accuracy: 0.2775, prior_entropy: 2.5207, recall: 0.2775, relative_absolute_error: 0.8825, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.4907, root_relative_squared_error: 1.3286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 2795.6876, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 1, predictive_accuracy: 1, prior_entropy: 2.5207, recall: 1, root_mean_prior_squared_error: 0.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.9234, kappa: 0.906, kb_relative_information_score: 2544.2154, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9246, predictive_accuracy: 0.9231, prior_entropy: 2.5207, recall: 0.9231, relative_absolute_error: 0.0939, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.4334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9612, kappa: 0.9524, kb_relative_information_score: 2668.972, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9619, predictive_accuracy: 0.961, prior_entropy: 2.5207, recall: 0.961, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.114, root_relative_squared_error: 0.3086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9996, kappa: 0.9996, kb_relative_information_score: 2794.5993, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 2.5207, recall: 0.9996, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9785, kappa: 0.9738, kb_relative_information_score: 2725.8085, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 2.5207, recall: 0.9785, relative_absolute_error: 0.0262, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9745, kappa: 0.9689, kb_relative_information_score: 2709.2033, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9746, predictive_accuracy: 0.9746, prior_entropy: 2.5207, recall: 0.9746, relative_absolute_error: 0.031, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.092, root_relative_squared_error: 0.2491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0001, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0001, kb_relative_information_score: 335.9106, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, predictive_accuracy: 0.2432, prior_entropy: 2.5207, recall: 0.2432, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.3598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.879, f_measure: 0.7983, kappa: 0.761, kb_relative_information_score: 2125.4396, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.8152, predictive_accuracy: 0.8072, prior_entropy: 2.5207, recall: 0.8072, relative_absolute_error: 0.2355, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.6863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9872, kappa: 0.9843, kb_relative_information_score: 2754.1321, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9873, predictive_accuracy: 0.9871, prior_entropy: 2.5207, recall: 0.9871, relative_absolute_error: 0.0157, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0655, root_relative_squared_error: 0.1774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.9131, kappa: 0.8939, kb_relative_information_score: 2510.0352, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9132, predictive_accuracy: 0.9131, prior_entropy: 2.5207, recall: 0.9131, relative_absolute_error: 0.1062, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.4608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.858, f_measure: 0.7567, kappa: 0.7111, kb_relative_information_score: 2012.0856, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7581, predictive_accuracy: 0.7643, prior_entropy: 2.5207, recall: 0.7643, relative_absolute_error: 0.2879, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.7588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8634, f_measure: 0.7873, kappa: 0.7165, kb_relative_information_score: 2024.2449, mean_absolute_error: 0.0776, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9095, predictive_accuracy: 0.7672, prior_entropy: 2.5207, recall: 0.7672, relative_absolute_error: 0.2844, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2786, root_relative_squared_error: 0.7542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9578, kappa: 0.9484, kb_relative_information_score: 2657.0364, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9581, predictive_accuracy: 0.9578, prior_entropy: 2.5207, recall: 0.9578, relative_absolute_error: 0.0516, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.3211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8154, f_measure: 0.6867, kappa: 0.6237, kb_relative_information_score: 1780.1345, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7224, predictive_accuracy: 0.6931, prior_entropy: 2.5207, recall: 0.6931, relative_absolute_error: 0.3748, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3198, root_relative_squared_error: 0.8659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9846, kappa: 0.9812, kb_relative_information_score: 2744.2595, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9846, predictive_accuracy: 0.9846, prior_entropy: 2.5207, recall: 0.9846, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.1938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.9397, kappa: 0.9262, kb_relative_information_score: 2595.7046, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9398, predictive_accuracy: 0.9396, prior_entropy: 2.5207, recall: 0.9396, relative_absolute_error: 0.0738, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.3843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4934, f_measure: 0.1697, kappa: -0.0118, kb_relative_information_score: 228.1081, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.2045, predictive_accuracy: 0.1831, prior_entropy: 2.5207, recall: 0.1831, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.5218, root_relative_squared_error: 1.4127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.7637, kappa: 0.6854, kb_relative_information_score: 1942.5737, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.9058, predictive_accuracy: 0.7414, prior_entropy: 2.5207, recall: 0.7414, relative_absolute_error: 0.3159, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.7948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7818, f_measure: 0.6473, kappa: 0.5732, kb_relative_information_score: 1645.4319, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.2729, number_of_instances: 2796, precision: 0.7605, predictive_accuracy: 0.6624, prior_entropy: 2.5207, recall: 0.6624, relative_absolute_error: 0.4124, root_mean_prior_squared_error: 0.3694, root_mean_squared_error: 0.3355, root_relative_squared_error: 0.9082,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs