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: 0.7966, f_measure: 0.519, kappa: 0.3614, kb_relative_information_score: 2170.9138, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5116, predictive_accuracy: 0.5315, prior_entropy: 2.3005, recall: 0.5315, relative_absolute_error: 0.7281, 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: 0.8279, f_measure: 0.5546, kappa: 0.4097, kb_relative_information_score: 2008.1715, mean_absolute_error: 0.1935, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5536, predictive_accuracy: 0.5791, prior_entropy: 2.3005, recall: 0.5791, relative_absolute_error: 0.7718, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.8683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8366, f_measure: 0.5913, kappa: 0.4569, kb_relative_information_score: 1633.5447, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5922, predictive_accuracy: 0.6033, prior_entropy: 2.3005, recall: 0.6033, relative_absolute_error: 0.882, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3185, root_relative_squared_error: 0.8995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.5633, kappa: 0.4217, kb_relative_information_score: 2021.3933, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5618, predictive_accuracy: 0.586, prior_entropy: 2.3005, recall: 0.586, relative_absolute_error: 0.7736, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3057, root_relative_squared_error: 0.8634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8582, f_measure: 0.6112, kappa: 0.485, kb_relative_information_score: 223.362, mean_absolute_error: 0.2756, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6061, predictive_accuracy: 0.6228, prior_entropy: 2.3005, recall: 0.6228, relative_absolute_error: 1.0991, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3698, root_relative_squared_error: 1.0444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.6051, kappa: 0.4781, kb_relative_information_score: 2538.5157, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6019, predictive_accuracy: 0.6228, prior_entropy: 2.3005, recall: 0.6228, relative_absolute_error: 0.679, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.8194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7835, f_measure: 0.537, kappa: 0.3844, kb_relative_information_score: 2554.6481, mean_absolute_error: 0.1643, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5365, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.6551, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3326, root_relative_squared_error: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8119, f_measure: 0.4793, kappa: 0.3113, kb_relative_information_score: 204.044, mean_absolute_error: 0.276, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.506, predictive_accuracy: 0.5347, prior_entropy: 2.3005, recall: 0.5347, relative_absolute_error: 1.1007, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3703, root_relative_squared_error: 1.0459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6814, kappa: 0.0961, kb_relative_information_score: 723.3878, mean_absolute_error: 0.2361, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4457, prior_entropy: 2.3005, recall: 0.4457, relative_absolute_error: 0.9415, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3425, root_relative_squared_error: 0.9673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7913, f_measure: 0.5409, kappa: 0.3897, kb_relative_information_score: 2507.9193, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5379, predictive_accuracy: 0.5454, prior_entropy: 2.3005, recall: 0.5454, relative_absolute_error: 0.6687, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.9256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.4061, kappa: 0.2113, kb_relative_information_score: 182.9364, mean_absolute_error: 0.2773, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4306, predictive_accuracy: 0.4931, prior_entropy: 2.3005, recall: 0.4931, relative_absolute_error: 1.1057, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.372, root_relative_squared_error: 1.0507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8548, f_measure: 0.598, kappa: 0.468, kb_relative_information_score: 227.9005, mean_absolute_error: 0.2753, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5931, predictive_accuracy: 0.6125, prior_entropy: 2.3005, recall: 0.6125, relative_absolute_error: 1.0979, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3694, root_relative_squared_error: 1.0433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, f_measure: 0.6208, kappa: 0.4985, kb_relative_information_score: 2683.9941, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6158, predictive_accuracy: 0.6339, prior_entropy: 2.3005, recall: 0.6339, relative_absolute_error: 0.6516, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2881, root_relative_squared_error: 0.8137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7958, f_measure: 0.5229, kappa: 0.3664, kb_relative_information_score: 2194.8353, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5162, predictive_accuracy: 0.5343, prior_entropy: 2.3005, recall: 0.5343, relative_absolute_error: 0.7236, 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: 0.852, f_measure: 0.6145, kappa: 0.489, kb_relative_information_score: 207.6444, mean_absolute_error: 0.2765, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.61, predictive_accuracy: 0.6241, prior_entropy: 2.3005, recall: 0.6241, relative_absolute_error: 1.1025, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.0476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6128, f_measure: 0.4233, kappa: 0.228, kb_relative_information_score: 1742.3845, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4201, predictive_accuracy: 0.4685, prior_entropy: 2.3005, recall: 0.4685, relative_absolute_error: 0.7066, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4209, root_relative_squared_error: 1.1888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8013, f_measure: 0.5277, kappa: 0.3724, kb_relative_information_score: 2329.5874, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5221, predictive_accuracy: 0.5382, prior_entropy: 2.3005, recall: 0.5382, relative_absolute_error: 0.7117, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3196, root_relative_squared_error: 0.9025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7752, f_measure: 0.542, kappa: 0.3909, kb_relative_information_score: 2519.0572, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.541, predictive_accuracy: 0.5443, prior_entropy: 2.3005, recall: 0.5443, relative_absolute_error: 0.6536, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.9526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.5283, kappa: 0.3732, kb_relative_information_score: 2265.21, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5221, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.7223, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.8978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.5208, kappa: 0.3632, kb_relative_information_score: 2200.7016, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5145, predictive_accuracy: 0.5342, prior_entropy: 2.3005, recall: 0.5342, relative_absolute_error: 0.7332, 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: 0.8666, f_measure: 0.5894, kappa: 0.4568, kb_relative_information_score: 2363.5414, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5877, predictive_accuracy: 0.611, prior_entropy: 2.3005, recall: 0.611, relative_absolute_error: 0.7181, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2942, root_relative_squared_error: 0.8308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8029, f_measure: 0.5263, kappa: 0.3706, kb_relative_information_score: 2304.6929, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.52, predictive_accuracy: 0.5382, prior_entropy: 2.3005, recall: 0.5382, relative_absolute_error: 0.7144, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.555, kappa: 0.4084, kb_relative_information_score: 2707.3558, mean_absolute_error: 0.1494, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5628, predictive_accuracy: 0.5502, prior_entropy: 2.3005, recall: 0.5502, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3601, root_relative_squared_error: 1.0172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.5721, kappa: 0.4331, kb_relative_information_score: 2180.3536, mean_absolute_error: 0.1868, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5765, predictive_accuracy: 0.5991, prior_entropy: 2.3005, recall: 0.5991, relative_absolute_error: 0.7448, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2983, root_relative_squared_error: 0.8424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8655, f_measure: 0.5868, kappa: 0.4529, kb_relative_information_score: 2331.0737, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.586, predictive_accuracy: 0.609, prior_entropy: 2.3005, recall: 0.609, relative_absolute_error: 0.7219, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.8327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.598, kappa: 0.4678, kb_relative_information_score: 2639.9092, mean_absolute_error: 0.1636, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5921, predictive_accuracy: 0.6098, prior_entropy: 2.3005, recall: 0.6098, relative_absolute_error: 0.6526, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2952, root_relative_squared_error: 0.8338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7892, f_measure: 0.5353, kappa: 0.3825, kb_relative_information_score: 2454.6832, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5328, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.6791, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3281, root_relative_squared_error: 0.9265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.5149, kappa: 0.3564, kb_relative_information_score: 2110.13, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5074, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, relative_absolute_error: 0.741, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5334, kappa: 0.3803, kb_relative_information_score: 2389.8791, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5299, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6973, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.9089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.5863, kappa: 0.4531, kb_relative_information_score: 2316.9181, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5854, predictive_accuracy: 0.6089, prior_entropy: 2.3005, recall: 0.6089, relative_absolute_error: 0.7177, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.8324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.559, kappa: 0.4179, kb_relative_information_score: 2090.1384, mean_absolute_error: 0.1894, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.563, predictive_accuracy: 0.5889, prior_entropy: 2.3005, recall: 0.5889, relative_absolute_error: 0.7551, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3005, root_relative_squared_error: 0.8488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8539, f_measure: 0.6197, kappa: 0.4955, kb_relative_information_score: 2906.1221, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6155, predictive_accuracy: 0.6267, prior_entropy: 2.3005, recall: 0.6267, relative_absolute_error: 0.5903, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.8468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.5318, kappa: 0.3781, kb_relative_information_score: 2317.3197, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5263, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.6975, 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: 0.8501, f_measure: 0.5642, kappa: 0.4234, kb_relative_information_score: 2270.2956, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5596, predictive_accuracy: 0.586, prior_entropy: 2.3005, recall: 0.586, relative_absolute_error: 0.7278, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.8478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, f_measure: 0.5704, kappa: 0.4313, kb_relative_information_score: 2227.9075, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5671, predictive_accuracy: 0.5912, prior_entropy: 2.3005, recall: 0.5912, relative_absolute_error: 0.73, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.8478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8484, f_measure: 0.54, kappa: 0.3913, kb_relative_information_score: 1977.3462, mean_absolute_error: 0.195, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5493, predictive_accuracy: 0.5754, prior_entropy: 2.3005, recall: 0.5754, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3047, root_relative_squared_error: 0.8605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7064, f_measure: 0.4369, kappa: 0.2528, kb_relative_information_score: 194.8209, mean_absolute_error: 0.2769, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4315, predictive_accuracy: 0.4515, prior_entropy: 2.3005, recall: 0.4515, relative_absolute_error: 1.1043, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3716, root_relative_squared_error: 1.0494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8596, f_measure: 0.5745, kappa: 0.437, kb_relative_information_score: 2266.8712, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5736, predictive_accuracy: 0.5981, prior_entropy: 2.3005, recall: 0.5981, relative_absolute_error: 0.7296, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.8398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.6017, kappa: 0.4733, kb_relative_information_score: 2544.7926, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5977, predictive_accuracy: 0.619, prior_entropy: 2.3005, recall: 0.619, relative_absolute_error: 0.6778, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.8193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7638, f_measure: 0.5444, kappa: 0.3942, kb_relative_information_score: 2573.8117, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5444, predictive_accuracy: 0.5453, prior_entropy: 2.3005, recall: 0.5453, relative_absolute_error: 0.6401, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.5457, kappa: 0.3992, kb_relative_information_score: 2011.8153, mean_absolute_error: 0.1923, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.554, predictive_accuracy: 0.5788, prior_entropy: 2.3005, recall: 0.5788, relative_absolute_error: 0.7668, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.8553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7913, f_measure: 0.5341, kappa: 0.381, kb_relative_information_score: 2386.713, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5293, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.683, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.9213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.593, kappa: 0.4604, kb_relative_information_score: 2681.4465, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5873, predictive_accuracy: 0.6033, prior_entropy: 2.3005, recall: 0.6033, relative_absolute_error: 0.6471, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2971, root_relative_squared_error: 0.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, f_measure: 0.572, kappa: 0.4341, kb_relative_information_score: 2229.1483, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5733, predictive_accuracy: 0.5979, prior_entropy: 2.3005, recall: 0.5979, relative_absolute_error: 0.739, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2977, root_relative_squared_error: 0.8409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7811, f_measure: 0.5417, kappa: 0.3908, kb_relative_information_score: 2491.6383, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.539, predictive_accuracy: 0.5461, prior_entropy: 2.3005, recall: 0.5461, relative_absolute_error: 0.6609, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7538, f_measure: 0.5447, kappa: 0.3944, kb_relative_information_score: 2615.0943, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5462, predictive_accuracy: 0.5445, prior_entropy: 2.3005, recall: 0.5445, relative_absolute_error: 0.6264, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.9937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8682, f_measure: 0.5934, kappa: 0.4622, kb_relative_information_score: 2419.6334, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5905, predictive_accuracy: 0.6134, prior_entropy: 2.3005, recall: 0.6134, relative_absolute_error: 0.7073, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2926, root_relative_squared_error: 0.8265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.5374, kappa: 0.3852, kb_relative_information_score: 2510.9613, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5362, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6691, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.9327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, f_measure: 0.5525, kappa: 0.4087, kb_relative_information_score: 2031.2918, mean_absolute_error: 0.1915, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5587, predictive_accuracy: 0.584, prior_entropy: 2.3005, recall: 0.584, relative_absolute_error: 0.7636, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.8532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8667, f_measure: 0.5959, kappa: 0.4655, kb_relative_information_score: 2450.2543, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5928, predictive_accuracy: 0.6149, prior_entropy: 2.3005, recall: 0.6149, relative_absolute_error: 0.7, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.8271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.5869, kappa: 0.4534, kb_relative_information_score: 2349.6379, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5863, predictive_accuracy: 0.6095, prior_entropy: 2.3005, recall: 0.6095, relative_absolute_error: 0.7193, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.8325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8576, f_measure: 0.5657, kappa: 0.426, kb_relative_information_score: 2176.5513, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5671, predictive_accuracy: 0.5938, prior_entropy: 2.3005, recall: 0.5938, relative_absolute_error: 0.747, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.8452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.5344, kappa: 0.3813, kb_relative_information_score: 2421.5327, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5314, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.688, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.326, root_relative_squared_error: 0.9208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.5935, kappa: 0.4624, kb_relative_information_score: 2411.5035, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5914, predictive_accuracy: 0.6141, prior_entropy: 2.3005, recall: 0.6141, relative_absolute_error: 0.7063, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2923, root_relative_squared_error: 0.8254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8704, f_measure: 0.603, kappa: 0.4753, kb_relative_information_score: 2436.519, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6001, predictive_accuracy: 0.6216, prior_entropy: 2.3005, recall: 0.6216, relative_absolute_error: 0.7019, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.8235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8707, f_measure: 0.5982, kappa: 0.4687, kb_relative_information_score: 2468.6584, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5954, predictive_accuracy: 0.6174, prior_entropy: 2.3005, recall: 0.6174, relative_absolute_error: 0.6925, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.8225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.5257, kappa: 0.3699, kb_relative_information_score: 2276.9324, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5195, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7189, 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: 0.8017, f_measure: 0.5243, kappa: 0.368, kb_relative_information_score: 2221.7999, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.518, predictive_accuracy: 0.5368, prior_entropy: 2.3005, recall: 0.5368, relative_absolute_error: 0.7292, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.9006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8576, f_measure: 0.5699, kappa: 0.4308, kb_relative_information_score: 2140.0219, mean_absolute_error: 0.1875, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5737, predictive_accuracy: 0.5968, prior_entropy: 2.3005, recall: 0.5968, relative_absolute_error: 0.7478, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2991, root_relative_squared_error: 0.8446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.6214, kappa: 0.499, kb_relative_information_score: 2749.8776, mean_absolute_error: 0.1609, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6161, predictive_accuracy: 0.6326, prior_entropy: 2.3005, recall: 0.6326, relative_absolute_error: 0.6417, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.8158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.5771, kappa: 0.4411, kb_relative_information_score: 2215.8944, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5781, predictive_accuracy: 0.6025, prior_entropy: 2.3005, recall: 0.6025, relative_absolute_error: 0.7347, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.8395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.5317, kappa: 0.3781, kb_relative_information_score: 2315.8987, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5264, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.9147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7921, f_measure: 0.5339, kappa: 0.3806, kb_relative_information_score: 2421.5372, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.531, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.6875, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.9216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8037, f_measure: 0.5258, kappa: 0.3699, kb_relative_information_score: 2305.2368, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5194, predictive_accuracy: 0.5378, prior_entropy: 2.3005, recall: 0.5378, relative_absolute_error: 0.7143, 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: 0.7963, f_measure: 0.5333, kappa: 0.3797, kb_relative_information_score: 2418.528, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5301, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.6921, 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: 0.8027, f_measure: 0.5259, kappa: 0.3701, kb_relative_information_score: 2281.1531, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5196, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.7181, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.9007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8542, f_measure: 0.5725, kappa: 0.4351, kb_relative_information_score: 2187.4811, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5699, predictive_accuracy: 0.5959, prior_entropy: 2.3005, recall: 0.5959, relative_absolute_error: 0.7378, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, f_measure: 0.5196, kappa: 0.3622, kb_relative_information_score: 2175.8669, mean_absolute_error: 0.1823, 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: 0.7271, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.9086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.568, kappa: 0.4281, kb_relative_information_score: 2288.6864, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5634, predictive_accuracy: 0.5889, prior_entropy: 2.3005, recall: 0.5889, relative_absolute_error: 0.7243, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.8467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8613, f_measure: 0.5753, kappa: 0.4384, kb_relative_information_score: 2259.2114, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5756, predictive_accuracy: 0.6004, prior_entropy: 2.3005, recall: 0.6004, relative_absolute_error: 0.7323, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2971, root_relative_squared_error: 0.8391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, f_measure: 0.5347, kappa: 0.3815, kb_relative_information_score: 2421.0875, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5315, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6917, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, f_measure: 0.5925, kappa: 0.4616, kb_relative_information_score: 2387.4612, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5901, predictive_accuracy: 0.6138, prior_entropy: 2.3005, recall: 0.6138, relative_absolute_error: 0.7072, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2929, root_relative_squared_error: 0.8272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7868, f_measure: 0.5395, kappa: 0.3877, kb_relative_information_score: 2522.6257, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.538, predictive_accuracy: 0.542, prior_entropy: 2.3005, recall: 0.542, relative_absolute_error: 0.6656, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.9317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8017, f_measure: 0.5296, kappa: 0.375, kb_relative_information_score: 2353.5881, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5246, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.7072, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.9029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7992, f_measure: 0.5328, kappa: 0.3794, kb_relative_information_score: 2391.1789, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5291, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.6972, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.9087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.5337, kappa: 0.3805, kb_relative_information_score: 2377.5059, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.529, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.6862, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.9229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, f_measure: 0.5794, kappa: 0.4434, kb_relative_information_score: 2348.0439, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5753, predictive_accuracy: 0.5999, prior_entropy: 2.3005, recall: 0.5999, relative_absolute_error: 0.7157, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.8369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.2459, kb_relative_information_score: 0.5631, mean_absolute_error: 0.2508, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.1743, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3541, root_relative_squared_error: 1,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, f_measure: 0.5718, kappa: 0.4334, kb_relative_information_score: 2238.3009, mean_absolute_error: 0.1847, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5723, predictive_accuracy: 0.5973, prior_entropy: 2.3005, recall: 0.5973, relative_absolute_error: 0.7367, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.8401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8719, f_measure: 0.6077, kappa: 0.4813, kb_relative_information_score: 2576.7806, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6036, predictive_accuracy: 0.6237, prior_entropy: 2.3005, recall: 0.6237, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.8177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, f_measure: 0.5765, kappa: 0.4387, kb_relative_information_score: 2270.8612, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5734, predictive_accuracy: 0.5968, prior_entropy: 2.3005, recall: 0.5968, relative_absolute_error: 0.7235, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.8423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8667, f_measure: 0.603, kappa: 0.4743, kb_relative_information_score: 2617.4285, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5973, predictive_accuracy: 0.6159, prior_entropy: 2.3005, recall: 0.6159, relative_absolute_error: 0.6657, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7623, f_measure: 0.5465, kappa: 0.3968, kb_relative_information_score: 2572.3832, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5472, predictive_accuracy: 0.5464, prior_entropy: 2.3005, recall: 0.5464, relative_absolute_error: 0.6338, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3476, root_relative_squared_error: 0.9817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7868, f_measure: 0.5354, kappa: 0.3826, kb_relative_information_score: 2501.4485, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5339, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.6705, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8696, f_measure: 0.6162, kappa: 0.4917, kb_relative_information_score: 2806.4309, mean_absolute_error: 0.1564, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6112, predictive_accuracy: 0.6267, prior_entropy: 2.3005, recall: 0.6267, relative_absolute_error: 0.6239, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.8211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7764, f_measure: 0.5402, kappa: 0.3885, kb_relative_information_score: 2587.5451, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5396, predictive_accuracy: 0.5418, prior_entropy: 2.3005, recall: 0.5418, relative_absolute_error: 0.6449, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.337, root_relative_squared_error: 0.9518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7907, f_measure: 0.5309, kappa: 0.3768, kb_relative_information_score: 2334.9208, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5261, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.6938, 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: 0.8648, f_measure: 0.5872, kappa: 0.454, kb_relative_information_score: 2312.0973, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5862, predictive_accuracy: 0.6093, prior_entropy: 2.3005, recall: 0.6093, relative_absolute_error: 0.7188, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2949, root_relative_squared_error: 0.8328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7906, f_measure: 0.5329, kappa: 0.3794, kb_relative_information_score: 2375.2285, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5283, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.6869, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.9229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.5687, kappa: 0.429, kb_relative_information_score: 2161.9458, mean_absolute_error: 0.1868, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5718, predictive_accuracy: 0.5953, prior_entropy: 2.3005, recall: 0.5953, relative_absolute_error: 0.745, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2985, root_relative_squared_error: 0.8431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.6011, kappa: 0.4723, kb_relative_information_score: 2507.2457, mean_absolute_error: 0.1732, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5982, predictive_accuracy: 0.6195, prior_entropy: 2.3005, recall: 0.6195, relative_absolute_error: 0.6908, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.8224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8488, f_measure: 0.5398, kappa: 0.3915, kb_relative_information_score: 1996.9715, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5486, predictive_accuracy: 0.5757, prior_entropy: 2.3005, recall: 0.5757, relative_absolute_error: 0.7737, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.304, root_relative_squared_error: 0.8587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8057, f_measure: 0.5292, kappa: 0.3744, kb_relative_information_score: 2269.0183, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.523, predictive_accuracy: 0.5415, prior_entropy: 2.3005, recall: 0.5415, relative_absolute_error: 0.7216, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3177, root_relative_squared_error: 0.8972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7689, f_measure: 0.5425, kappa: 0.3915, kb_relative_information_score: 2545.9707, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5428, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.6468, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8007, f_measure: 0.5343, kappa: 0.3811, kb_relative_information_score: 2373.8161, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.53, predictive_accuracy: 0.5428, prior_entropy: 2.3005, recall: 0.5428, relative_absolute_error: 0.7015, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8003, f_measure: 0.5347, kappa: 0.3816, kb_relative_information_score: 2376.3058, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5304, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.7011, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3205, root_relative_squared_error: 0.9052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8006, f_measure: 0.5208, kappa: 0.3632, kb_relative_information_score: 2202.6614, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5145, predictive_accuracy: 0.5343, prior_entropy: 2.3005, recall: 0.5343, relative_absolute_error: 0.7328, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.793, f_measure: 0.5334, kappa: 0.3798, kb_relative_information_score: 2419.1434, mean_absolute_error: 0.1726, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5305, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.6883, 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: 0.8036, f_measure: 0.5266, kappa: 0.371, kb_relative_information_score: 2308.7081, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5202, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.7137, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9003,

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