OpenML
Supervised Classification on first-order-theorem-proving

Supervised Classification on first-order-theorem-proving

Task 9985 Supervised Classification first-order-theorem-proving 18740 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.5376, kappa: 0.3851, kb_relative_information_score: 2557.6808, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5373, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3326, root_relative_squared_error: 0.9392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.5257, kappa: 0.3697, kb_relative_information_score: 2273.9016, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5195, predictive_accuracy: 0.5381, prior_entropy: 2.3005, recall: 0.5381, relative_absolute_error: 0.7193, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3181, root_relative_squared_error: 0.8985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7622, f_measure: 0.5435, kappa: 0.3926, kb_relative_information_score: 2580.4937, mean_absolute_error: 0.1595, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.546, predictive_accuracy: 0.5422, prior_entropy: 2.3005, recall: 0.5422, relative_absolute_error: 0.6362, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3467, root_relative_squared_error: 0.9791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7459, f_measure: 0.5506, kappa: 0.4025, kb_relative_information_score: 2689.754, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5586, predictive_accuracy: 0.5454, prior_entropy: 2.3005, recall: 0.5454, relative_absolute_error: 0.5996, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.361, root_relative_squared_error: 1.0197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7876, f_measure: 0.5367, kappa: 0.3843, kb_relative_information_score: 2511.8445, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5354, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.6677, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.9326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7452, f_measure: 0.5509, kappa: 0.4031, kb_relative_information_score: 2677.5636, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5593, predictive_accuracy: 0.5458, prior_entropy: 2.3005, recall: 0.5458, relative_absolute_error: 0.6006, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3619, root_relative_squared_error: 1.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.5345, kappa: 0.3822, kb_relative_information_score: 2266.6463, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5284, predictive_accuracy: 0.5446, prior_entropy: 2.3005, recall: 0.5446, relative_absolute_error: 0.7092, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.9105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7941, f_measure: 0.5308, kappa: 0.3768, kb_relative_information_score: 2315.1825, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5256, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.6981, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.9148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7591, f_measure: 0.548, kappa: 0.3987, kb_relative_information_score: 2663.3652, mean_absolute_error: 0.1553, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5516, predictive_accuracy: 0.5454, prior_entropy: 2.3005, recall: 0.5454, relative_absolute_error: 0.6195, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3508, root_relative_squared_error: 0.9907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7776, f_measure: 0.539, kappa: 0.3869, kb_relative_information_score: 2485.4026, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5383, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.6603, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.9499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.797, f_measure: 0.5343, kappa: 0.381, kb_relative_information_score: 2420.9888, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5311, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.692, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.323, root_relative_squared_error: 0.9122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7674, f_measure: 0.5442, kappa: 0.3939, kb_relative_information_score: 2591.723, mean_absolute_error: 0.1599, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5446, predictive_accuracy: 0.5448, prior_entropy: 2.3005, recall: 0.5448, relative_absolute_error: 0.6376, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3421, root_relative_squared_error: 0.9662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8042, f_measure: 0.5264, kappa: 0.3708, kb_relative_information_score: 2309.6799, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.52, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.8997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, f_measure: 0.5346, kappa: 0.3814, kb_relative_information_score: 2370.7287, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5302, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.7018, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.791, f_measure: 0.5311, kappa: 0.3771, kb_relative_information_score: 2334.7265, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5264, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.6937, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.9203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7961, f_measure: 0.5177, kappa: 0.3598, kb_relative_information_score: 2152.9212, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5108, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.7324, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7931, f_measure: 0.5359, kappa: 0.3831, kb_relative_information_score: 2426.3465, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5331, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.6873, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.9201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.5235, kappa: 0.3671, kb_relative_information_score: 2203.8631, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5169, predictive_accuracy: 0.535, prior_entropy: 2.3005, recall: 0.535, relative_absolute_error: 0.7199, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.5264, kappa: 0.3707, kb_relative_information_score: 2279.578, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5202, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.7183, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.319, root_relative_squared_error: 0.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.5305, kappa: 0.3763, kb_relative_information_score: 2284.1522, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5254, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.7041, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.9127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7648, f_measure: 0.5426, kappa: 0.3916, kb_relative_information_score: 2569.4209, mean_absolute_error: 0.1607, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5432, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.6407, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.344, root_relative_squared_error: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.795, f_measure: 0.5303, kappa: 0.3761, kb_relative_information_score: 2287.1965, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.525, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.9127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7913, f_measure: 0.5406, kappa: 0.3895, kb_relative_information_score: 2517.5061, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5376, predictive_accuracy: 0.5458, prior_entropy: 2.3005, recall: 0.5458, relative_absolute_error: 0.6676, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.5203, kappa: 0.3626, kb_relative_information_score: 2199.5189, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.514, predictive_accuracy: 0.5337, prior_entropy: 2.3005, recall: 0.5337, relative_absolute_error: 0.7332, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7539, f_measure: 0.5457, kappa: 0.3958, kb_relative_information_score: 2623.6859, mean_absolute_error: 0.1566, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5465, predictive_accuracy: 0.5461, prior_entropy: 2.3005, recall: 0.5461, relative_absolute_error: 0.6243, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3515, root_relative_squared_error: 0.9929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.5303, kappa: 0.3761, kb_relative_information_score: 2284.5323, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5251, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.7042, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.535, kappa: 0.3819, kb_relative_information_score: 2495.9308, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5338, predictive_accuracy: 0.5376, prior_entropy: 2.3005, recall: 0.5376, relative_absolute_error: 0.6709, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3309, root_relative_squared_error: 0.9345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8021, f_measure: 0.525, kappa: 0.3689, kb_relative_information_score: 2221.5898, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5186, predictive_accuracy: 0.5374, prior_entropy: 2.3005, recall: 0.5374, relative_absolute_error: 0.7293, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.784, f_measure: 0.538, kappa: 0.3856, kb_relative_information_score: 2556.4756, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5378, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.6557, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3326, root_relative_squared_error: 0.9394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7989, f_measure: 0.5323, kappa: 0.3788, kb_relative_information_score: 2389.2109, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5287, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.6978, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.9088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7956, f_measure: 0.5214, kappa: 0.3645, kb_relative_information_score: 2187.093, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5147, predictive_accuracy: 0.5327, prior_entropy: 2.3005, recall: 0.5327, relative_absolute_error: 0.725, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.9103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7955, f_measure: 0.5231, kappa: 0.3666, kb_relative_information_score: 2201.4541, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5166, predictive_accuracy: 0.5345, prior_entropy: 2.3005, recall: 0.5345, relative_absolute_error: 0.7208, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7896, f_measure: 0.5346, kappa: 0.3817, kb_relative_information_score: 2427.1129, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.53, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.676, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.9241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7894, f_measure: 0.5389, kappa: 0.387, kb_relative_information_score: 2492.9458, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5369, predictive_accuracy: 0.5425, prior_entropy: 2.3005, recall: 0.5425, relative_absolute_error: 0.6738, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.9275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.5259, kappa: 0.37, kb_relative_information_score: 2273.6133, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5197, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.7197, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3181, root_relative_squared_error: 0.8985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7968, f_measure: 0.5195, kappa: 0.362, kb_relative_information_score: 2173.4055, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5121, predictive_accuracy: 0.532, prior_entropy: 2.3005, recall: 0.532, relative_absolute_error: 0.7277, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7952, f_measure: 0.5211, kappa: 0.3641, kb_relative_information_score: 2185.7499, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5144, predictive_accuracy: 0.5325, prior_entropy: 2.3005, recall: 0.5325, relative_absolute_error: 0.7249, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.9105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7962, f_measure: 0.5173, kappa: 0.3593, kb_relative_information_score: 2153.988, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5104, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, relative_absolute_error: 0.7321, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7991, f_measure: 0.5321, kappa: 0.3786, kb_relative_information_score: 2389.7513, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5285, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.6976, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.322, root_relative_squared_error: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8005, f_measure: 0.5206, kappa: 0.363, kb_relative_information_score: 2201.8123, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5143, predictive_accuracy: 0.5342, prior_entropy: 2.3005, recall: 0.5342, relative_absolute_error: 0.733, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7929, f_measure: 0.5334, kappa: 0.3799, kb_relative_information_score: 2421.0535, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5306, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.5308, kappa: 0.3768, kb_relative_information_score: 2285.793, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5255, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.9127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.5168, kappa: 0.3588, kb_relative_information_score: 2125.1935, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5101, predictive_accuracy: 0.5314, prior_entropy: 2.3005, recall: 0.5314, relative_absolute_error: 0.7378, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.9099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.5322, kappa: 0.3783, kb_relative_information_score: 2410.1198, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.529, predictive_accuracy: 0.5376, prior_entropy: 2.3005, recall: 0.5376, relative_absolute_error: 0.6934, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.9138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.5315, kappa: 0.3778, kb_relative_information_score: 2318.2845, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.526, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.9144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8, f_measure: 0.5347, kappa: 0.3817, kb_relative_information_score: 2374.0556, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5304, predictive_accuracy: 0.5432, prior_entropy: 2.3005, recall: 0.5432, relative_absolute_error: 0.701, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.9056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.5382, kappa: 0.3863, kb_relative_information_score: 2454.9009, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.535, predictive_accuracy: 0.5433, prior_entropy: 2.3005, recall: 0.5433, relative_absolute_error: 0.6698, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.33, root_relative_squared_error: 0.9321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.783, f_measure: 0.5428, kappa: 0.3923, kb_relative_information_score: 2484.725, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5398, predictive_accuracy: 0.5472, prior_entropy: 2.3005, recall: 0.5472, relative_absolute_error: 0.6618, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3316, root_relative_squared_error: 0.9366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7938, f_measure: 0.542, kappa: 0.3914, kb_relative_information_score: 2504.2608, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5388, predictive_accuracy: 0.5474, prior_entropy: 2.3005, recall: 0.5474, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7892, f_measure: 0.5372, kappa: 0.3853, kb_relative_information_score: 2428.4888, mean_absolute_error: 0.1696, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.533, predictive_accuracy: 0.5433, prior_entropy: 2.3005, recall: 0.5433, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.9257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7854, f_measure: 0.5369, kappa: 0.3844, kb_relative_information_score: 2450.9825, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5338, predictive_accuracy: 0.5417, prior_entropy: 2.3005, recall: 0.5417, relative_absolute_error: 0.6705, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.9331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7702, f_measure: 0.5432, kappa: 0.3923, kb_relative_information_score: 2571.7975, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5437, predictive_accuracy: 0.5443, prior_entropy: 2.3005, recall: 0.5443, relative_absolute_error: 0.6421, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3408, root_relative_squared_error: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.5229, kappa: 0.3663, kb_relative_information_score: 2201.2239, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5163, predictive_accuracy: 0.5343, prior_entropy: 2.3005, recall: 0.5343, relative_absolute_error: 0.7204, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7602, f_measure: 0.5489, kappa: 0.4, kb_relative_information_score: 2675.9017, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5547, predictive_accuracy: 0.5448, prior_entropy: 2.3005, recall: 0.5448, relative_absolute_error: 0.6152, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3515, root_relative_squared_error: 0.9929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.5305, kappa: 0.3763, kb_relative_information_score: 2284.8447, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5252, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.9129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7391, f_measure: 0.5425, kappa: 0.3916, kb_relative_information_score: 2611.3399, mean_absolute_error: 0.1538, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5516, predictive_accuracy: 0.5376, prior_entropy: 2.3005, recall: 0.5376, relative_absolute_error: 0.6132, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3642, root_relative_squared_error: 1.0287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7962, f_measure: 0.5307, kappa: 0.3769, kb_relative_information_score: 2239.2573, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5252, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.7139, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.9109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7993, f_measure: 0.534, kappa: 0.3808, kb_relative_information_score: 2369.6588, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5298, predictive_accuracy: 0.5425, prior_entropy: 2.3005, recall: 0.5425, relative_absolute_error: 0.7022, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.9063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.5396, kappa: 0.3878, kb_relative_information_score: 2564.2313, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5394, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.654, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3323, root_relative_squared_error: 0.9385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.5295, kappa: 0.3747, kb_relative_information_score: 2352.3513, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5244, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.707, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3198, root_relative_squared_error: 0.9032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.5204, kappa: 0.3627, kb_relative_information_score: 2200.2034, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5141, predictive_accuracy: 0.5338, prior_entropy: 2.3005, recall: 0.5338, relative_absolute_error: 0.7332, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.5175, kappa: 0.3596, kb_relative_information_score: 2151.1742, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5107, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, relative_absolute_error: 0.7327, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.322, root_relative_squared_error: 0.9094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, f_measure: 0.5375, kappa: 0.3851, kb_relative_information_score: 2460.1332, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5345, predictive_accuracy: 0.5423, prior_entropy: 2.3005, recall: 0.5423, relative_absolute_error: 0.6691, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.33, root_relative_squared_error: 0.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.5272, kappa: 0.3718, kb_relative_information_score: 2306.9295, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5209, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.7141, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7833, f_measure: 0.5382, kappa: 0.3859, kb_relative_information_score: 2550.7764, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.538, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.6565, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.9401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7969, f_measure: 0.5202, kappa: 0.363, kb_relative_information_score: 2176.1644, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5128, predictive_accuracy: 0.5329, prior_entropy: 2.3005, recall: 0.5329, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.5337, kappa: 0.3804, kb_relative_information_score: 2370.4016, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5295, predictive_accuracy: 0.5422, prior_entropy: 2.3005, recall: 0.5422, relative_absolute_error: 0.7018, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.5341, kappa: 0.3807, kb_relative_information_score: 2420.267, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5312, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.688, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7893, f_measure: 0.5361, kappa: 0.3834, kb_relative_information_score: 2458.9816, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5336, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6786, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.9261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7995, f_measure: 0.5334, kappa: 0.38, kb_relative_information_score: 2368.5163, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5289, predictive_accuracy: 0.5418, prior_entropy: 2.3005, recall: 0.5418, relative_absolute_error: 0.7021, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.9063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7907, f_measure: 0.5333, kappa: 0.3799, kb_relative_information_score: 2372.3285, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5285, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.6875, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.5394, kappa: 0.3875, kb_relative_information_score: 2467.7547, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5374, predictive_accuracy: 0.5427, prior_entropy: 2.3005, recall: 0.5427, relative_absolute_error: 0.6665, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.332, root_relative_squared_error: 0.9376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7731, f_measure: 0.5413, kappa: 0.39, kb_relative_information_score: 2521.7185, mean_absolute_error: 0.1632, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5417, predictive_accuracy: 0.5422, prior_entropy: 2.3005, recall: 0.5422, relative_absolute_error: 0.6509, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.34, root_relative_squared_error: 0.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.5314, kappa: 0.3776, kb_relative_information_score: 2315.0615, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5259, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.6978, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.9152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8055, f_measure: 0.5286, kappa: 0.3736, kb_relative_information_score: 2266.4766, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5224, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.722, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.8975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7698, f_measure: 0.5449, kappa: 0.3947, kb_relative_information_score: 2631.9925, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5476, predictive_accuracy: 0.5435, prior_entropy: 2.3005, recall: 0.5435, relative_absolute_error: 0.6324, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3423, root_relative_squared_error: 0.9667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7885, f_measure: 0.5346, kappa: 0.3815, kb_relative_information_score: 2452.251, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5324, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.6801, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.9275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7864, f_measure: 0.5389, kappa: 0.3872, kb_relative_information_score: 2461.531, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5357, predictive_accuracy: 0.544, prior_entropy: 2.3005, recall: 0.544, relative_absolute_error: 0.6694, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.9315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7848, f_measure: 0.5397, kappa: 0.3879, kb_relative_information_score: 2568.2755, mean_absolute_error: 0.1638, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5394, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.332, root_relative_squared_error: 0.9378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.5167, kappa: 0.3586, kb_relative_information_score: 2126.5279, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5099, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.7375, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7741, f_measure: 0.5424, kappa: 0.3913, kb_relative_information_score: 2549.4738, mean_absolute_error: 0.1628, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5419, predictive_accuracy: 0.5436, prior_entropy: 2.3005, recall: 0.5436, relative_absolute_error: 0.649, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.9522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7807, f_measure: 0.5384, kappa: 0.3863, kb_relative_information_score: 2469.5403, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5372, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.6651, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3339, root_relative_squared_error: 0.9431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.5246, kappa: 0.3683, kb_relative_information_score: 2223.4522, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5182, predictive_accuracy: 0.5371, prior_entropy: 2.3005, recall: 0.5371, relative_absolute_error: 0.729, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8055, f_measure: 0.529, kappa: 0.3741, kb_relative_information_score: 2268.1447, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5228, predictive_accuracy: 0.5414, prior_entropy: 2.3005, recall: 0.5414, relative_absolute_error: 0.7217, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.8976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8, f_measure: 0.5336, kappa: 0.3802, kb_relative_information_score: 2373.4873, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5294, predictive_accuracy: 0.542, prior_entropy: 2.3005, recall: 0.542, relative_absolute_error: 0.7015, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.9055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7937, f_measure: 0.5333, kappa: 0.3797, kb_relative_information_score: 2410.6003, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5294, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.6918, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.325, root_relative_squared_error: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7916, f_measure: 0.5322, kappa: 0.3786, kb_relative_information_score: 2340.3511, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5273, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6924, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7899, f_measure: 0.5335, kappa: 0.3802, kb_relative_information_score: 2373.5127, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5288, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6868, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.327, root_relative_squared_error: 0.9236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8021, f_measure: 0.5298, kappa: 0.3754, kb_relative_information_score: 2352.5564, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5248, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.7064, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3198, root_relative_squared_error: 0.9032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7715, f_measure: 0.546, kappa: 0.396, kb_relative_information_score: 2644.2913, mean_absolute_error: 0.1581, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5489, predictive_accuracy: 0.5443, prior_entropy: 2.3005, recall: 0.5443, relative_absolute_error: 0.6304, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3418, root_relative_squared_error: 0.9652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7761, f_measure: 0.543, kappa: 0.3922, kb_relative_information_score: 2527.0553, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5425, predictive_accuracy: 0.5448, prior_entropy: 2.3005, recall: 0.5448, relative_absolute_error: 0.6519, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3379, root_relative_squared_error: 0.9543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.5382, kappa: 0.3863, kb_relative_information_score: 2472.1623, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.536, predictive_accuracy: 0.5418, prior_entropy: 2.3005, recall: 0.5418, relative_absolute_error: 0.6774, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.327, root_relative_squared_error: 0.9236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7969, f_measure: 0.5196, kappa: 0.3622, kb_relative_information_score: 2173.0397, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5122, predictive_accuracy: 0.5322, prior_entropy: 2.3005, recall: 0.5322, relative_absolute_error: 0.7276, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.9088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7953, f_measure: 0.5219, kappa: 0.3651, kb_relative_information_score: 2185.8942, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5152, predictive_accuracy: 0.5332, prior_entropy: 2.3005, recall: 0.5332, relative_absolute_error: 0.7249, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.9103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7821, f_measure: 0.5405, kappa: 0.389, kb_relative_information_score: 2557.1389, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5392, predictive_accuracy: 0.5428, prior_entropy: 2.3005, recall: 0.5428, relative_absolute_error: 0.6535, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.9422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8038, f_measure: 0.5263, kappa: 0.3707, kb_relative_information_score: 2308.3924, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5198, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7137, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.5224, kappa: 0.3658, kb_relative_information_score: 2189.9031, mean_absolute_error: 0.1817, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5157, predictive_accuracy: 0.5338, prior_entropy: 2.3005, recall: 0.5338, relative_absolute_error: 0.7245, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7947, f_measure: 0.5348, kappa: 0.3826, kb_relative_information_score: 2263.932, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5288, predictive_accuracy: 0.5448, prior_entropy: 2.3005, recall: 0.5448, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.805, f_measure: 0.5283, kappa: 0.3734, kb_relative_information_score: 2265.1066, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5221, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.7222, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.8979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.5322, kappa: 0.3782, kb_relative_information_score: 2417.087, mean_absolute_error: 0.1726, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5292, predictive_accuracy: 0.5373, prior_entropy: 2.3005, recall: 0.5373, relative_absolute_error: 0.6883, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.9213,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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

OpenML APIs