Task
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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18740 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8555, f_measure: 0.5944, kappa: 0.4619, kb_relative_information_score: 2759.3826, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5894, predictive_accuracy: 0.602, prior_entropy: 2.3005, recall: 0.602, relative_absolute_error: 0.6218, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.8504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.6102, kappa: 0.4831, kb_relative_information_score: 3012.8108, mean_absolute_error: 0.1404, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6069, predictive_accuracy: 0.6198, prior_entropy: 2.3005, recall: 0.6198, relative_absolute_error: 0.5599, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7961, f_measure: 0.5282, kappa: 0.3722, kb_relative_information_score: 178.4157, mean_absolute_error: 0.2776, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.531, predictive_accuracy: 0.5351, prior_entropy: 2.3005, recall: 0.5351, relative_absolute_error: 1.1071, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3725, root_relative_squared_error: 1.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7826, f_measure: 0.4918, kappa: 0.3285, kb_relative_information_score: 178.7898, mean_absolute_error: 0.2776, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5153, predictive_accuracy: 0.5347, prior_entropy: 2.3005, recall: 0.5347, relative_absolute_error: 1.1069, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3724, root_relative_squared_error: 1.0518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7994, f_measure: 0.5331, kappa: 0.3796, kb_relative_information_score: 2367.5555, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5288, predictive_accuracy: 0.5415, prior_entropy: 2.3005, recall: 0.5415, relative_absolute_error: 0.7024, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.321, root_relative_squared_error: 0.9066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7795, f_measure: 0.539, kappa: 0.3872, kb_relative_information_score: 2477.8981, mean_absolute_error: 0.1663, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.536, predictive_accuracy: 0.5438, prior_entropy: 2.3005, recall: 0.5438, relative_absolute_error: 0.6633, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.334, root_relative_squared_error: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, f_measure: 0.6056, kappa: 0.4763, kb_relative_information_score: 193.9913, mean_absolute_error: 0.2771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6017, predictive_accuracy: 0.6128, prior_entropy: 2.3005, recall: 0.6128, relative_absolute_error: 1.1048, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3717, root_relative_squared_error: 1.0498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7989, f_measure: 0.5088, kappa: 0.3554, kb_relative_information_score: 189.1354, mean_absolute_error: 0.277, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5307, predictive_accuracy: 0.55, prior_entropy: 2.3005, recall: 0.55, relative_absolute_error: 1.1048, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3717, root_relative_squared_error: 1.0498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.6132, kappa: 0.4886, kb_relative_information_score: 2560.1033, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6093, predictive_accuracy: 0.629, prior_entropy: 2.3005, recall: 0.629, relative_absolute_error: 0.6745, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.8171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.5338, kappa: 0.3804, kb_relative_information_score: 2416.8729, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5307, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.6924, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.9131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.5673, kappa: 0.4278, kb_relative_information_score: 2187.6395, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5692, predictive_accuracy: 0.5943, prior_entropy: 2.3005, recall: 0.5943, relative_absolute_error: 0.7415, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.298, root_relative_squared_error: 0.8416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.5732, kappa: 0.4357, kb_relative_information_score: 2231.5668, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5732, predictive_accuracy: 0.5987, prior_entropy: 2.3005, recall: 0.5987, relative_absolute_error: 0.7383, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.8403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8472, f_measure: 0.6024, kappa: 0.4727, kb_relative_information_score: 3021.5094, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5986, predictive_accuracy: 0.6136, prior_entropy: 2.3005, recall: 0.6136, relative_absolute_error: 0.5335, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, f_measure: 0.5788, kappa: 0.4393, kb_relative_information_score: 184.6875, mean_absolute_error: 0.2774, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5786, predictive_accuracy: 0.5843, prior_entropy: 2.3005, recall: 0.5843, relative_absolute_error: 1.1062, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3722, root_relative_squared_error: 1.0511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8002, f_measure: 0.534, kappa: 0.3807, kb_relative_information_score: 2371.6261, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5297, predictive_accuracy: 0.5423, prior_entropy: 2.3005, recall: 0.5423, relative_absolute_error: 0.7016, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.9054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.5277, kappa: 0.3726, kb_relative_information_score: 2332.2974, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.522, predictive_accuracy: 0.5382, prior_entropy: 2.3005, recall: 0.5382, relative_absolute_error: 0.7115, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.9018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.5363, kappa: 0.3835, kb_relative_information_score: 2555.3286, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5363, predictive_accuracy: 0.5373, prior_entropy: 2.3005, recall: 0.5373, relative_absolute_error: 0.6556, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3328, root_relative_squared_error: 0.9399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8032, f_measure: 0.5263, kappa: 0.3707, kb_relative_information_score: 2306.1276, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.52, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.7138, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.319, root_relative_squared_error: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8493, f_measure: 0.5477, kappa: 0.403, kb_relative_information_score: 1987.2618, mean_absolute_error: 0.1933, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.554, predictive_accuracy: 0.5811, prior_entropy: 2.3005, recall: 0.5811, relative_absolute_error: 0.7708, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3034, root_relative_squared_error: 0.8568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7544, f_measure: 0.5462, kappa: 0.3963, kb_relative_information_score: 2623.6169, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.548, predictive_accuracy: 0.5459, prior_entropy: 2.3005, recall: 0.5459, relative_absolute_error: 0.6253, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3517, root_relative_squared_error: 0.9934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7958, f_measure: 0.5147, kappa: 0.3561, kb_relative_information_score: 2110.3682, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5073, predictive_accuracy: 0.5306, prior_entropy: 2.3005, recall: 0.5306, relative_absolute_error: 0.7409, 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: 0.7963, f_measure: 0.5179, kappa: 0.3602, kb_relative_information_score: 2153.6836, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.511, predictive_accuracy: 0.5314, prior_entropy: 2.3005, recall: 0.5314, relative_absolute_error: 0.7323, 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: 0.8401, f_measure: 0.6083, kappa: 0.48, kb_relative_information_score: 210.7408, mean_absolute_error: 0.2764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6046, predictive_accuracy: 0.6162, prior_entropy: 2.3005, recall: 0.6162, relative_absolute_error: 1.1023, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.0474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.5446, kappa: 0.3943, kb_relative_information_score: 2623.1076, mean_absolute_error: 0.1588, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.547, predictive_accuracy: 0.5435, prior_entropy: 2.3005, recall: 0.5435, relative_absolute_error: 0.6332, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.9684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7918, f_measure: 0.5515, kappa: 0.4031, kb_relative_information_score: 577.9481, mean_absolute_error: 0.2635, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5557, predictive_accuracy: 0.5665, prior_entropy: 2.3005, recall: 0.5665, relative_absolute_error: 1.051, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3562, root_relative_squared_error: 1.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8592, f_measure: 0.5708, kappa: 0.4319, kb_relative_information_score: 2156.411, mean_absolute_error: 0.1868, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.574, predictive_accuracy: 0.5971, prior_entropy: 2.3005, recall: 0.5971, relative_absolute_error: 0.7449, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.8434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8624, f_measure: 0.5828, kappa: 0.4483, kb_relative_information_score: 2290.0896, mean_absolute_error: 0.1809, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5808, predictive_accuracy: 0.6049, prior_entropy: 2.3005, recall: 0.6049, relative_absolute_error: 0.7214, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.296, root_relative_squared_error: 0.8359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7952, f_measure: 0.5211, kappa: 0.3641, kb_relative_information_score: 2184.4682, mean_absolute_error: 0.1819, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5144, predictive_accuracy: 0.5324, prior_entropy: 2.3005, recall: 0.5324, relative_absolute_error: 0.7252, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.9107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8147, f_measure: 0.5539, kappa: 0.4064, kb_relative_information_score: 2226.7576, mean_absolute_error: 0.1887, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5505, predictive_accuracy: 0.5605, prior_entropy: 2.3005, recall: 0.5605, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3161, root_relative_squared_error: 0.8928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.5472, kappa: 0.4011, kb_relative_information_score: 2038.9079, mean_absolute_error: 0.1924, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5541, predictive_accuracy: 0.5803, prior_entropy: 2.3005, recall: 0.5803, relative_absolute_error: 0.7673, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.8552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, f_measure: 0.5566, kappa: 0.413, kb_relative_information_score: 2117.8046, mean_absolute_error: 0.1897, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5617, predictive_accuracy: 0.587, prior_entropy: 2.3005, recall: 0.587, relative_absolute_error: 0.7566, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.8491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7696, f_measure: 0.4413, kappa: 0.267, kb_relative_information_score: 176.8181, mean_absolute_error: 0.2777, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4935, predictive_accuracy: 0.4953, prior_entropy: 2.3005, recall: 0.4953, relative_absolute_error: 1.1073, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3725, root_relative_squared_error: 1.0521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7735, f_measure: 0.5246, kappa: 0.3684, kb_relative_information_score: 426.6622, mean_absolute_error: 0.2685, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5294, predictive_accuracy: 0.5484, prior_entropy: 2.3005, recall: 0.5484, relative_absolute_error: 1.0706, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3614, root_relative_squared_error: 1.0207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, f_measure: 0.6036, kappa: 0.4755, kb_relative_information_score: 2610.9596, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5987, predictive_accuracy: 0.619, prior_entropy: 2.3005, recall: 0.619, relative_absolute_error: 0.6678, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2904, root_relative_squared_error: 0.8201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.79, f_measure: 0.5387, kappa: 0.3869, kb_relative_information_score: 2526.3913, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5364, predictive_accuracy: 0.5427, prior_entropy: 2.3005, recall: 0.5427, relative_absolute_error: 0.6638, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.9303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8721, f_measure: 0.6201, kappa: 0.4973, kb_relative_information_score: 2727.4027, mean_absolute_error: 0.1603, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6148, predictive_accuracy: 0.6322, prior_entropy: 2.3005, recall: 0.6322, relative_absolute_error: 0.6394, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2891, root_relative_squared_error: 0.8164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.5689, kappa: 0.43, kb_relative_information_score: 203.3737, mean_absolute_error: 0.2764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5747, predictive_accuracy: 0.593, prior_entropy: 2.3005, recall: 0.593, relative_absolute_error: 1.1021, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3708, root_relative_squared_error: 1.0472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.584, kappa: 0.4476, kb_relative_information_score: 1676.0525, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5855, predictive_accuracy: 0.5987, prior_entropy: 2.3005, recall: 0.5987, relative_absolute_error: 0.8715, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.8974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8485, f_measure: 0.5436, kappa: 0.3968, kb_relative_information_score: 1999.965, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5515, predictive_accuracy: 0.578, prior_entropy: 2.3005, recall: 0.578, relative_absolute_error: 0.7737, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.304, root_relative_squared_error: 0.8586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, f_measure: 0.5666, kappa: 0.4269, kb_relative_information_score: 191.86, mean_absolute_error: 0.277, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5709, predictive_accuracy: 0.5873, prior_entropy: 2.3005, recall: 0.5873, relative_absolute_error: 1.1047, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3717, root_relative_squared_error: 1.0496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7825, f_measure: 0.5401, kappa: 0.3886, kb_relative_information_score: 2546.7094, mean_absolute_error: 0.1643, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5388, predictive_accuracy: 0.5422, prior_entropy: 2.3005, recall: 0.5422, relative_absolute_error: 0.6552, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3347, root_relative_squared_error: 0.9453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.5307, kappa: 0.3769, kb_relative_information_score: 2239.6954, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.525, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.7137, 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: 0.7936, f_measure: 0.5311, kappa: 0.3773, kb_relative_information_score: 2314.0308, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5256, predictive_accuracy: 0.5402, prior_entropy: 2.3005, recall: 0.5402, relative_absolute_error: 0.6982, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.9154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, f_measure: 0.5732, kappa: 0.4355, kb_relative_information_score: 2182.4044, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5745, predictive_accuracy: 0.5991, prior_entropy: 2.3005, recall: 0.5991, relative_absolute_error: 0.7406, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.8418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.5347, kappa: 0.3819, kb_relative_information_score: 2423.5776, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5301, predictive_accuracy: 0.5414, prior_entropy: 2.3005, recall: 0.5414, relative_absolute_error: 0.6759, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3274, root_relative_squared_error: 0.9247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8018, f_measure: 0.5243, kappa: 0.3679, kb_relative_information_score: 2221.9371, 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: 0.7368, f_measure: 0.4792, kappa: 0.3052, kb_relative_information_score: 191.5392, mean_absolute_error: 0.2771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4772, predictive_accuracy: 0.507, prior_entropy: 2.3005, recall: 0.507, relative_absolute_error: 1.1049, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3717, root_relative_squared_error: 1.0499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.5202, kappa: 0.3625, kb_relative_information_score: 2199.6286, 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: 0.7333, 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: 0.7963, f_measure: 0.5171, kappa: 0.359, kb_relative_information_score: 2151.4338, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5103, predictive_accuracy: 0.5306, prior_entropy: 2.3005, recall: 0.5306, relative_absolute_error: 0.7327, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, f_measure: 0.5627, kappa: 0.4208, kb_relative_information_score: 2163.8718, mean_absolute_error: 0.1881, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5656, predictive_accuracy: 0.5907, prior_entropy: 2.3005, recall: 0.5907, relative_absolute_error: 0.7501, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.8455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8554, f_measure: 0.6076, kappa: 0.4796, kb_relative_information_score: 3053.2955, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6045, predictive_accuracy: 0.6198, prior_entropy: 2.3005, recall: 0.6198, relative_absolute_error: 0.5187, 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: 0.8466, f_measure: 0.5943, kappa: 0.4624, kb_relative_information_score: 202.9081, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5903, predictive_accuracy: 0.6076, prior_entropy: 2.3005, recall: 0.6076, relative_absolute_error: 1.1029, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3711, root_relative_squared_error: 1.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.5631, kappa: 0.4221, kb_relative_information_score: 2141.4074, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5666, predictive_accuracy: 0.5917, prior_entropy: 2.3005, recall: 0.5917, relative_absolute_error: 0.7513, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.6032, kappa: 0.4755, kb_relative_information_score: 2516.166, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6002, predictive_accuracy: 0.6214, prior_entropy: 2.3005, recall: 0.6214, relative_absolute_error: 0.6852, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.29, root_relative_squared_error: 0.8191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7894, f_measure: 0.5343, kappa: 0.3813, kb_relative_information_score: 2425.7831, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5298, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.6757, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.9245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7983, f_measure: 0.5315, kappa: 0.3778, kb_relative_information_score: 2380.333, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5279, predictive_accuracy: 0.5382, prior_entropy: 2.3005, recall: 0.5382, relative_absolute_error: 0.6988, 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: 0.7898, f_measure: 0.5329, kappa: 0.3794, kb_relative_information_score: 2369.0561, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5282, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.6886, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.9239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8408, f_measure: 0.5978, kappa: 0.4654, kb_relative_information_score: 1604.1123, mean_absolute_error: 0.2231, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5978, predictive_accuracy: 0.608, prior_entropy: 2.3005, recall: 0.608, relative_absolute_error: 0.8897, 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: 0.8713, f_measure: 0.6078, kappa: 0.4814, kb_relative_information_score: 2594.508, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6028, predictive_accuracy: 0.6224, prior_entropy: 2.3005, recall: 0.6224, relative_absolute_error: 0.6672, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.8184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.5384, kappa: 0.3867, kb_relative_information_score: 2507.0779, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5353, predictive_accuracy: 0.5435, prior_entropy: 2.3005, recall: 0.5435, relative_absolute_error: 0.6672, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3293, root_relative_squared_error: 0.9299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8368, f_measure: 0.6099, kappa: 0.4821, kb_relative_information_score: 211.2342, mean_absolute_error: 0.2764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6057, predictive_accuracy: 0.617, prior_entropy: 2.3005, recall: 0.617, relative_absolute_error: 1.1022, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3708, root_relative_squared_error: 1.0473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8359, f_measure: 0.5782, kappa: 0.442, kb_relative_information_score: 199.0784, mean_absolute_error: 0.2767, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5796, predictive_accuracy: 0.5989, prior_entropy: 2.3005, recall: 0.5989, relative_absolute_error: 1.1033, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3712, root_relative_squared_error: 1.0483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.5269, kappa: 0.3714, kb_relative_information_score: 2327.7114, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5212, predictive_accuracy: 0.5374, prior_entropy: 2.3005, recall: 0.5374, relative_absolute_error: 0.7116, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3196, root_relative_squared_error: 0.9027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7062, kappa: 0.1249, kb_relative_information_score: 183.0839, mean_absolute_error: 0.277, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4577, prior_entropy: 2.3005, recall: 0.4577, relative_absolute_error: 1.1047, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3717, root_relative_squared_error: 1.0497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, f_measure: 0.4611, kappa: 0.2821, kb_relative_information_score: 326.4292, mean_absolute_error: 0.2709, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4851, predictive_accuracy: 0.5132, prior_entropy: 2.3005, recall: 0.5132, relative_absolute_error: 1.0801, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.364, root_relative_squared_error: 1.0279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.5252, kappa: 0.3678, kb_relative_information_score: 1038.7471, mean_absolute_error: 0.2462, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5239, predictive_accuracy: 0.5315, prior_entropy: 2.3005, recall: 0.5315, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.5245, kappa: 0.3682, kb_relative_information_score: 2221.8235, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5181, predictive_accuracy: 0.5369, prior_entropy: 2.3005, recall: 0.5369, relative_absolute_error: 0.7292, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8321, f_measure: 0.5419, kappa: 0.3951, kb_relative_information_score: 207.5534, mean_absolute_error: 0.276, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5493, predictive_accuracy: 0.5721, prior_entropy: 2.3005, recall: 0.5721, relative_absolute_error: 1.1008, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3704, root_relative_squared_error: 1.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.5557, kappa: 0.4093, kb_relative_information_score: 1101.5344, mean_absolute_error: 0.2422, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5581, predictive_accuracy: 0.5721, prior_entropy: 2.3005, recall: 0.5721, relative_absolute_error: 0.9659, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3369, root_relative_squared_error: 0.9514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.5934, kappa: 0.4625, kb_relative_information_score: 2347.2091, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5914, predictive_accuracy: 0.6146, prior_entropy: 2.3005, recall: 0.6146, relative_absolute_error: 0.7131, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.294, root_relative_squared_error: 0.8305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8593, f_measure: 0.5661, kappa: 0.4258, kb_relative_information_score: 2144.5708, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5706, predictive_accuracy: 0.5946, prior_entropy: 2.3005, recall: 0.5946, relative_absolute_error: 0.7487, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.299, root_relative_squared_error: 0.8445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8647, f_measure: 0.5872, kappa: 0.4543, kb_relative_information_score: 2310.6882, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5862, predictive_accuracy: 0.6098, prior_entropy: 2.3005, recall: 0.6098, relative_absolute_error: 0.7194, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2949, root_relative_squared_error: 0.8329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.5151, kappa: 0.3567, kb_relative_information_score: 2113.2548, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5076, predictive_accuracy: 0.5311, prior_entropy: 2.3005, recall: 0.5311, relative_absolute_error: 0.7405, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.9081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8043, f_measure: 0.5267, kappa: 0.3709, kb_relative_information_score: 2276.7208, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5206, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.7193, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3181, root_relative_squared_error: 0.8983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.5327, kappa: 0.3789, kb_relative_information_score: 2413.4997, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5296, predictive_accuracy: 0.5378, prior_entropy: 2.3005, recall: 0.5378, relative_absolute_error: 0.6926, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.9128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8491, f_measure: 0.6054, kappa: 0.4756, kb_relative_information_score: 2373.1443, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6042, predictive_accuracy: 0.6136, prior_entropy: 2.3005, recall: 0.6136, relative_absolute_error: 0.7432, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.8498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8536, f_measure: 0.6078, kappa: 0.4798, kb_relative_information_score: 212.4999, mean_absolute_error: 0.2761, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6038, predictive_accuracy: 0.6192, prior_entropy: 2.3005, recall: 0.6192, relative_absolute_error: 1.1011, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3705, root_relative_squared_error: 1.0463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8489, f_measure: 0.5425, kappa: 0.3948, kb_relative_information_score: 1996.015, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5507, predictive_accuracy: 0.5773, prior_entropy: 2.3005, recall: 0.5773, relative_absolute_error: 0.7743, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3041, root_relative_squared_error: 0.8589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.5058, kappa: 0.3442, kb_relative_information_score: 178.1273, mean_absolute_error: 0.2776, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5071, predictive_accuracy: 0.5329, prior_entropy: 2.3005, recall: 0.5329, relative_absolute_error: 1.1071, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3725, root_relative_squared_error: 1.0519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7778, f_measure: 0.4812, kappa: 0.3166, kb_relative_information_score: 183.8805, mean_absolute_error: 0.2773, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5057, predictive_accuracy: 0.5301, prior_entropy: 2.3005, recall: 0.5301, relative_absolute_error: 1.1059, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3721, root_relative_squared_error: 1.0508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.5625, kappa: 0.4209, kb_relative_information_score: 2121.7168, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5672, predictive_accuracy: 0.591, prior_entropy: 2.3005, recall: 0.591, relative_absolute_error: 0.7511, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.8465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.5416, kappa: 0.3905, kb_relative_information_score: 2549.9168, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5397, predictive_accuracy: 0.5446, prior_entropy: 2.3005, recall: 0.5446, relative_absolute_error: 0.6557, 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: 0.7388, f_measure: 0.3718, kappa: 0.1618, kb_relative_information_score: 187.4626, mean_absolute_error: 0.2768, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4503, predictive_accuracy: 0.4768, prior_entropy: 2.3005, recall: 0.4768, relative_absolute_error: 1.1039, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3714, root_relative_squared_error: 1.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7103, kappa: 0.1767, kb_relative_information_score: 176.3501, mean_absolute_error: 0.2776, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.464, prior_entropy: 2.3005, recall: 0.464, relative_absolute_error: 1.1071, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3725, root_relative_squared_error: 1.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7396, kappa: 0.2111, kb_relative_information_score: 179.5781, mean_absolute_error: 0.2774, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4789, prior_entropy: 2.3005, recall: 0.4789, relative_absolute_error: 1.1064, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3722, root_relative_squared_error: 1.0512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7944, f_measure: 0.5307, kappa: 0.3767, kb_relative_information_score: 2313.6217, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5254, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.6979, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.324, root_relative_squared_error: 0.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7949, f_measure: 0.534, kappa: 0.3815, kb_relative_information_score: 2261.3981, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5278, predictive_accuracy: 0.544, prior_entropy: 2.3005, recall: 0.544, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9113,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7857, f_measure: 0.538, kappa: 0.3859, kb_relative_information_score: 2453.6318, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.535, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.6705, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.9327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.855, f_measure: 0.5581, kappa: 0.4163, kb_relative_information_score: 2070.8524, mean_absolute_error: 0.1904, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5633, predictive_accuracy: 0.5888, prior_entropy: 2.3005, recall: 0.5888, relative_absolute_error: 0.7592, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.301, root_relative_squared_error: 0.8502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.5432, kappa: 0.3926, kb_relative_information_score: 2574.3473, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.542, predictive_accuracy: 0.5454, prior_entropy: 2.3005, recall: 0.5454, relative_absolute_error: 0.6517, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3328, root_relative_squared_error: 0.9399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.5344, kappa: 0.3811, kb_relative_information_score: 2422.3696, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5317, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8514, f_measure: 0.6076, kappa: 0.4799, kb_relative_information_score: 208.6143, mean_absolute_error: 0.2764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6025, predictive_accuracy: 0.6187, prior_entropy: 2.3005, recall: 0.6187, relative_absolute_error: 1.1022, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3708, root_relative_squared_error: 1.0473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.5299, kappa: 0.3756, kb_relative_information_score: 2282.7852, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5246, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.7044, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.9131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7545, f_measure: 0.5464, kappa: 0.3965, kb_relative_information_score: 2626.9243, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5478, predictive_accuracy: 0.5461, prior_entropy: 2.3005, recall: 0.5461, relative_absolute_error: 0.6255, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3517, root_relative_squared_error: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.5884, kappa: 0.4533, kb_relative_information_score: 2331.2661, mean_absolute_error: 0.1879, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5861, predictive_accuracy: 0.5966, prior_entropy: 2.3005, recall: 0.5966, relative_absolute_error: 0.7491, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.8578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7701, f_measure: 0.5456, kappa: 0.3957, kb_relative_information_score: 2643.417, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.548, predictive_accuracy: 0.5443, prior_entropy: 2.3005, recall: 0.5443, relative_absolute_error: 0.6311, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.342, root_relative_squared_error: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7952, f_measure: 0.5302, kappa: 0.3761, kb_relative_information_score: 2285.3691, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5249, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.7037, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.323, root_relative_squared_error: 0.9121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8647, f_measure: 0.5951, kappa: 0.4647, kb_relative_information_score: 2458.6538, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5906, predictive_accuracy: 0.6129, prior_entropy: 2.3005, recall: 0.6129, relative_absolute_error: 0.691, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.8284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8051, f_measure: 0.5283, kappa: 0.3734, kb_relative_information_score: 2263.4261, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.522, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.7225, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.8979,

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