OpenML
Supervised Classification on madelon

Supervised Classification on madelon

Task 145853 Supervised Classification madelon 38804 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7092, f_measure: 0.6307, kappa: 0.2615, kb_relative_information_score: 131.3065, mean_absolute_error: 0.4812, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6309, predictive_accuracy: 0.6308, prior_entropy: 1, recall: 0.6308, relative_absolute_error: 0.9623, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4834, root_relative_squared_error: 0.9668, scimark_benchmark: 1245.6236, usercpu_time_millis: 91.002, usercpu_time_millis_testing: 4.419, usercpu_time_millis_training: 86.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5779, f_measure: 0.5495, kappa: 0.0992, kb_relative_information_score: 27.9098, mean_absolute_error: 0.4961, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5497, predictive_accuracy: 0.5496, prior_entropy: 1, recall: 0.5496, relative_absolute_error: 0.9922, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9937, scimark_benchmark: 1250.8428, usercpu_time_millis: 24.208, usercpu_time_millis_testing: 2.443, usercpu_time_millis_training: 21.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4505, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1240.7758, usercpu_time_millis: 19.864, usercpu_time_millis_testing: 2.022, usercpu_time_millis_training: 17.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6487, f_measure: 0.6027, kappa: 0.2054, kb_relative_information_score: 42.9955, mean_absolute_error: 0.4941, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6027, predictive_accuracy: 0.6027, prior_entropy: 1, recall: 0.6027, relative_absolute_error: 0.9881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.9891, scimark_benchmark: 1271.7054, usercpu_time_millis: 94.942, usercpu_time_millis_testing: 7.533, usercpu_time_millis_training: 87.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6149, f_measure: 0.5796, kappa: 0.1592, kb_relative_information_score: 37.9919, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5797, predictive_accuracy: 0.5796, prior_entropy: 1, recall: 0.5796, relative_absolute_error: 0.9894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9907, scimark_benchmark: 1248.6072, usercpu_time_millis: 10.128, usercpu_time_millis_testing: 0.989, usercpu_time_millis_training: 9.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6789, f_measure: 0.618, kappa: 0.2362, kb_relative_information_score: 68.0236, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6182, predictive_accuracy: 0.6181, prior_entropy: 1, recall: 0.6181, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4913, root_relative_squared_error: 0.9826, scimark_benchmark: 1270.9032, usercpu_time_millis: 94.813, usercpu_time_millis_testing: 6.738, usercpu_time_millis_training: 88.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7048, f_measure: 0.6341, kappa: 0.2692, kb_relative_information_score: 112.6829, mean_absolute_error: 0.484, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6353, predictive_accuracy: 0.6346, prior_entropy: 1, recall: 0.6346, relative_absolute_error: 0.968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4857, root_relative_squared_error: 0.9713, scimark_benchmark: 1251.7397, usercpu_time_millis: 208.031, usercpu_time_millis_testing: 10.059, usercpu_time_millis_training: 197.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6753, f_measure: 0.6157, kappa: 0.2315, kb_relative_information_score: 69.6311, mean_absolute_error: 0.4903, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6158, predictive_accuracy: 0.6158, prior_entropy: 1, recall: 0.6158, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4912, root_relative_squared_error: 0.9823, scimark_benchmark: 1258.9313, usercpu_time_millis: 43.612, usercpu_time_millis_testing: 3.464, usercpu_time_millis_training: 40.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7333, f_measure: 0.6588, kappa: 0.3185, kb_relative_information_score: 178.2321, mean_absolute_error: 0.4741, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.66, predictive_accuracy: 0.6592, prior_entropy: 1, recall: 0.6592, relative_absolute_error: 0.9482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4774, root_relative_squared_error: 0.9548, scimark_benchmark: 1268.2425, usercpu_time_millis: 206.623, usercpu_time_millis_testing: 9.106, usercpu_time_millis_training: 197.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6859, f_measure: 0.6261, kappa: 0.2523, kb_relative_information_score: 110.2427, mean_absolute_error: 0.4842, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6263, predictive_accuracy: 0.6262, prior_entropy: 1, recall: 0.6262, relative_absolute_error: 0.9685, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4863, root_relative_squared_error: 0.9725, scimark_benchmark: 1230.9354, usercpu_time_millis: 77.203, usercpu_time_millis_testing: 4.682, usercpu_time_millis_training: 72.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6862, f_measure: 0.618, kappa: 0.2362, kb_relative_information_score: 90.9972, mean_absolute_error: 0.4872, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6182, predictive_accuracy: 0.6181, prior_entropy: 1, recall: 0.6181, relative_absolute_error: 0.9743, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4885, root_relative_squared_error: 0.977, scimark_benchmark: 1239.633, usercpu_time_millis: 123.182, usercpu_time_millis_testing: 7.756, usercpu_time_millis_training: 115.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6987, f_measure: 0.627, kappa: 0.2546, kb_relative_information_score: 102.9471, mean_absolute_error: 0.4854, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6277, predictive_accuracy: 0.6273, prior_entropy: 1, recall: 0.6273, relative_absolute_error: 0.9709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9738, scimark_benchmark: 1269.9155, usercpu_time_millis: 73.662, usercpu_time_millis_testing: 3.951, usercpu_time_millis_training: 69.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.674, f_measure: 0.6249, kappa: 0.25, kb_relative_information_score: 61.4721, mean_absolute_error: 0.4915, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6251, predictive_accuracy: 0.625, prior_entropy: 1, recall: 0.625, relative_absolute_error: 0.9829, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4921, root_relative_squared_error: 0.9843, scimark_benchmark: 1266.8521, usercpu_time_millis: 128.907, usercpu_time_millis_testing: 7.984, usercpu_time_millis_training: 120.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6628, f_measure: 0.6119, kappa: 0.2238, kb_relative_information_score: 37.4504, mean_absolute_error: 0.4949, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.612, predictive_accuracy: 0.6119, prior_entropy: 1, recall: 0.6119, relative_absolute_error: 0.9897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9903, scimark_benchmark: 1261.7749, usercpu_time_millis: 28.179, usercpu_time_millis_testing: 2.764, usercpu_time_millis_training: 25.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7078, f_measure: 0.6387, kappa: 0.2777, kb_relative_information_score: 152.7449, mean_absolute_error: 0.4779, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6391, predictive_accuracy: 0.6388, prior_entropy: 1, recall: 0.6388, relative_absolute_error: 0.9557, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.481, root_relative_squared_error: 0.9621, scimark_benchmark: 1247.7331, usercpu_time_millis: 101.651, usercpu_time_millis_testing: 4.918, usercpu_time_millis_training: 96.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6573, f_measure: 0.5985, kappa: 0.1969, kb_relative_information_score: 23.1159, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5985, predictive_accuracy: 0.5985, prior_entropy: 1, recall: 0.5985, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1270.8385, usercpu_time_millis: 21.96, usercpu_time_millis_testing: 2.136, usercpu_time_millis_training: 19.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.674, f_measure: 0.6194, kappa: 0.2392, kb_relative_information_score: 75.3667, mean_absolute_error: 0.4894, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6199, predictive_accuracy: 0.6196, prior_entropy: 1, recall: 0.6196, relative_absolute_error: 0.9789, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4905, root_relative_squared_error: 0.981, scimark_benchmark: 1256.5619, usercpu_time_millis: 147.568, usercpu_time_millis_testing: 9.651, usercpu_time_millis_training: 137.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7228, f_measure: 0.6489, kappa: 0.2985, kb_relative_information_score: 150.0851, mean_absolute_error: 0.4784, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6499, predictive_accuracy: 0.6492, prior_entropy: 1, recall: 0.6492, relative_absolute_error: 0.9568, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4809, root_relative_squared_error: 0.9619, scimark_benchmark: 1266.0402, usercpu_time_millis: 438.753, usercpu_time_millis_testing: 20.344, usercpu_time_millis_training: 418.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6232, f_measure: 0.5996, kappa: 0.1992, kb_relative_information_score: 64.1422, mean_absolute_error: 0.4909, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5996, predictive_accuracy: 0.5996, prior_entropy: 1, recall: 0.5996, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4925, root_relative_squared_error: 0.985, scimark_benchmark: 1256.3985, usercpu_time_millis: 28.185, usercpu_time_millis_testing: 2.038, usercpu_time_millis_training: 26.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6899, f_measure: 0.6298, kappa: 0.26, kb_relative_information_score: 105.1819, mean_absolute_error: 0.4851, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6303, predictive_accuracy: 0.63, prior_entropy: 1, recall: 0.63, relative_absolute_error: 0.9701, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9736, scimark_benchmark: 1245.3995, usercpu_time_millis: 156.993, usercpu_time_millis_testing: 9.23, usercpu_time_millis_training: 147.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6242, f_measure: 0.5837, kappa: 0.1677, kb_relative_information_score: 8.4274, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.584, predictive_accuracy: 0.5838, prior_entropy: 1, recall: 0.5838, relative_absolute_error: 0.9977, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1271.9225, usercpu_time_millis: 24.766, usercpu_time_millis_testing: 2.576, usercpu_time_millis_training: 22.19,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7015, f_measure: 0.6382, kappa: 0.2769, kb_relative_information_score: 105.0605, mean_absolute_error: 0.4851, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6389, predictive_accuracy: 0.6385, prior_entropy: 1, recall: 0.6385, relative_absolute_error: 0.9703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4866, root_relative_squared_error: 0.9733, scimark_benchmark: 1261.1064, usercpu_time_millis: 128.128, usercpu_time_millis_testing: 6.677, usercpu_time_millis_training: 121.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6943, f_measure: 0.623, kappa: 0.2462, kb_relative_information_score: 91.6903, mean_absolute_error: 0.4871, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6232, predictive_accuracy: 0.6231, prior_entropy: 1, recall: 0.6231, relative_absolute_error: 0.9742, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4883, root_relative_squared_error: 0.9766, scimark_benchmark: 1263.7609, usercpu_time_millis: 113.349, usercpu_time_millis_testing: 6.646, usercpu_time_millis_training: 106.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.6572, kappa: 0.3154, kb_relative_information_score: 173.3866, mean_absolute_error: 0.4748, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6585, predictive_accuracy: 0.6577, prior_entropy: 1, recall: 0.6577, relative_absolute_error: 0.9497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4781, root_relative_squared_error: 0.9562, scimark_benchmark: 1265.0769, usercpu_time_millis: 223.047, usercpu_time_millis_testing: 10.087, usercpu_time_millis_training: 212.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7056, f_measure: 0.626, kappa: 0.2523, kb_relative_information_score: 124.5668, mean_absolute_error: 0.4822, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6264, predictive_accuracy: 0.6262, prior_entropy: 1, recall: 0.6262, relative_absolute_error: 0.9644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4843, root_relative_squared_error: 0.9685, scimark_benchmark: 1244.4307, usercpu_time_millis: 100.954, usercpu_time_millis_testing: 5.78, usercpu_time_millis_training: 95.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6447, f_measure: 0.6042, kappa: 0.2085, kb_relative_information_score: 30.7072, mean_absolute_error: 0.4958, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6043, predictive_accuracy: 0.6042, prior_entropy: 1, recall: 0.6042, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9921, scimark_benchmark: 1241.4885, usercpu_time_millis: 44.654, usercpu_time_millis_testing: 3.834, usercpu_time_millis_training: 40.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7523, f_measure: 0.6761, kappa: 0.3531, kb_relative_information_score: 208.1196, mean_absolute_error: 0.4696, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6776, predictive_accuracy: 0.6765, prior_entropy: 1, recall: 0.6765, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4734, root_relative_squared_error: 0.9469, scimark_benchmark: 1246.3237, usercpu_time_millis: 405.776, usercpu_time_millis_testing: 15.627, usercpu_time_millis_training: 390.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6789, f_measure: 0.615, kappa: 0.23, kb_relative_information_score: 89.9391, mean_absolute_error: 0.4873, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.615, predictive_accuracy: 0.615, prior_entropy: 1, recall: 0.615, relative_absolute_error: 0.9746, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4887, root_relative_squared_error: 0.9775, scimark_benchmark: 1268.8219, usercpu_time_millis: 40.761, usercpu_time_millis_testing: 2.65, usercpu_time_millis_training: 38.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6605, f_measure: 0.603, kappa: 0.2062, kb_relative_information_score: 26.4258, mean_absolute_error: 0.4964, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6031, predictive_accuracy: 0.6031, prior_entropy: 1, recall: 0.6031, relative_absolute_error: 0.9928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9931, scimark_benchmark: 1251.683, usercpu_time_millis: 56.899, usercpu_time_millis_testing: 5.251, usercpu_time_millis_training: 51.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7208, f_measure: 0.6376, kappa: 0.2762, kb_relative_information_score: 145.992, mean_absolute_error: 0.479, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6388, predictive_accuracy: 0.6381, prior_entropy: 1, recall: 0.6381, relative_absolute_error: 0.958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4815, root_relative_squared_error: 0.9629, scimark_benchmark: 1243.8716, usercpu_time_millis: 213.984, usercpu_time_millis_testing: 9.118, usercpu_time_millis_training: 204.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.623, kappa: 0.2462, kb_relative_information_score: 93.6763, mean_absolute_error: 0.4868, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6232, predictive_accuracy: 0.6231, prior_entropy: 1, recall: 0.6231, relative_absolute_error: 0.9736, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.488, root_relative_squared_error: 0.9761, scimark_benchmark: 1263.547, usercpu_time_millis: 98.213, usercpu_time_millis_testing: 5.936, usercpu_time_millis_training: 92.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7076, f_measure: 0.6551, kappa: 0.3108, kb_relative_information_score: 178.7675, mean_absolute_error: 0.4737, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6559, predictive_accuracy: 0.6554, prior_entropy: 1, recall: 0.6554, relative_absolute_error: 0.9474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4784, root_relative_squared_error: 0.9569, scimark_benchmark: 1254.7851, usercpu_time_millis: 23.691, usercpu_time_millis_testing: 1.524, usercpu_time_millis_training: 22.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6254, f_measure: 0.5915, kappa: 0.1831, kb_relative_information_score: 9.1237, mean_absolute_error: 0.4988, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5916, predictive_accuracy: 0.5915, prior_entropy: 1, recall: 0.5915, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1260.4332, usercpu_time_millis: 17.495, usercpu_time_millis_testing: 1.821, usercpu_time_millis_training: 15.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6041, f_measure: 0.5727, kappa: 0.1454, kb_relative_information_score: 36.2644, mean_absolute_error: 0.495, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5727, predictive_accuracy: 0.5727, prior_entropy: 1, recall: 0.5727, relative_absolute_error: 0.9899, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4957, root_relative_squared_error: 0.9914, scimark_benchmark: 1271.595, usercpu_time_millis: 69.367, usercpu_time_millis_testing: 6.027, usercpu_time_millis_training: 63.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6598, f_measure: 0.6065, kappa: 0.2131, kb_relative_information_score: 42.388, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6066, predictive_accuracy: 0.6065, prior_entropy: 1, recall: 0.6065, relative_absolute_error: 0.9884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9891, scimark_benchmark: 1248.6484, usercpu_time_millis: 25.114, usercpu_time_millis_testing: 2.166, usercpu_time_millis_training: 22.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6225, f_measure: 0.5807, kappa: 0.1615, kb_relative_information_score: 31.5847, mean_absolute_error: 0.4957, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5808, predictive_accuracy: 0.5808, prior_entropy: 1, recall: 0.5808, relative_absolute_error: 0.9913, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921, scimark_benchmark: 1260.9148, usercpu_time_millis: 16.695, usercpu_time_millis_testing: 1.696, usercpu_time_millis_training: 14.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6913, f_measure: 0.6183, kappa: 0.2369, kb_relative_information_score: 99.1483, mean_absolute_error: 0.486, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6186, predictive_accuracy: 0.6185, prior_entropy: 1, recall: 0.6185, relative_absolute_error: 0.9719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4875, root_relative_squared_error: 0.9749, scimark_benchmark: 1260.9488, usercpu_time_millis: 39.171, usercpu_time_millis_testing: 2.634, usercpu_time_millis_training: 36.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.667, f_measure: 0.6034, kappa: 0.2069, kb_relative_information_score: 44.4391, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6035, predictive_accuracy: 0.6035, prior_entropy: 1, recall: 0.6035, relative_absolute_error: 0.9878, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9886, scimark_benchmark: 1246.3204, usercpu_time_millis: 34.607, usercpu_time_millis_testing: 2.964, usercpu_time_millis_training: 31.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6567, f_measure: 0.6119, kappa: 0.2238, kb_relative_information_score: 37.9725, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6119, predictive_accuracy: 0.6119, prior_entropy: 1, recall: 0.6119, relative_absolute_error: 0.9896, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9902, scimark_benchmark: 1247.9424, usercpu_time_millis: 179.241, usercpu_time_millis_testing: 13.256, usercpu_time_millis_training: 165.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.718, f_measure: 0.6321, kappa: 0.2646, kb_relative_information_score: 141.4476, mean_absolute_error: 0.4797, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6327, predictive_accuracy: 0.6323, prior_entropy: 1, recall: 0.6323, relative_absolute_error: 0.9594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.482, root_relative_squared_error: 0.9641, scimark_benchmark: 1253.3273, usercpu_time_millis: 76.697, usercpu_time_millis_testing: 3.596, usercpu_time_millis_training: 73.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6923, f_measure: 0.6314, kappa: 0.2631, kb_relative_information_score: 113.8608, mean_absolute_error: 0.4838, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6317, predictive_accuracy: 0.6315, prior_entropy: 1, recall: 0.6315, relative_absolute_error: 0.9676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4859, root_relative_squared_error: 0.9717, scimark_benchmark: 1264.3688, usercpu_time_millis: 97.12, usercpu_time_millis_testing: 5.289, usercpu_time_millis_training: 91.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7337, f_measure: 0.6508, kappa: 0.3023, kb_relative_information_score: 163.5755, mean_absolute_error: 0.4764, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6517, predictive_accuracy: 0.6512, prior_entropy: 1, recall: 0.6512, relative_absolute_error: 0.9528, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4791, root_relative_squared_error: 0.9582, scimark_benchmark: 1256.2028, usercpu_time_millis: 266.033, usercpu_time_millis_testing: 11.745, usercpu_time_millis_training: 254.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.6011, kappa: 0.2023, kb_relative_information_score: 56.4194, mean_absolute_error: 0.4921, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6012, predictive_accuracy: 0.6012, prior_entropy: 1, recall: 0.6012, relative_absolute_error: 0.9843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.493, root_relative_squared_error: 0.9859, scimark_benchmark: 1256.9989, usercpu_time_millis: 62.288, usercpu_time_millis_testing: 4.688, usercpu_time_millis_training: 57.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6477, f_measure: 0.6123, kappa: 0.2246, kb_relative_information_score: 39.3444, mean_absolute_error: 0.4946, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6124, predictive_accuracy: 0.6123, prior_entropy: 1, recall: 0.6123, relative_absolute_error: 0.9892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1249.0657, usercpu_time_millis: 68.79, usercpu_time_millis_testing: 5.905, usercpu_time_millis_training: 62.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.6165, kappa: 0.2331, kb_relative_information_score: 94.5915, mean_absolute_error: 0.4866, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6165, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9732, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4881, root_relative_squared_error: 0.9762, scimark_benchmark: 1252.7911, usercpu_time_millis: 13.879, usercpu_time_millis_testing: 1.146, usercpu_time_millis_training: 12.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7162, f_measure: 0.6417, kappa: 0.2838, kb_relative_information_score: 147.4775, mean_absolute_error: 0.4788, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6423, predictive_accuracy: 0.6419, prior_entropy: 1, recall: 0.6419, relative_absolute_error: 0.9575, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4814, root_relative_squared_error: 0.9628, scimark_benchmark: 1236.2236, usercpu_time_millis: 176.064, usercpu_time_millis_testing: 7.425, usercpu_time_millis_training: 168.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7033, f_measure: 0.6316, kappa: 0.2638, kb_relative_information_score: 115.9645, mean_absolute_error: 0.4835, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6324, predictive_accuracy: 0.6319, prior_entropy: 1, recall: 0.6319, relative_absolute_error: 0.967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4853, root_relative_squared_error: 0.9706, scimark_benchmark: 1271.0667, usercpu_time_millis: 85.164, usercpu_time_millis_testing: 4.878, usercpu_time_millis_training: 80.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7184, f_measure: 0.6408, kappa: 0.2823, kb_relative_information_score: 147.3544, mean_absolute_error: 0.4788, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6417, predictive_accuracy: 0.6412, prior_entropy: 1, recall: 0.6412, relative_absolute_error: 0.9575, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4813, root_relative_squared_error: 0.9626, scimark_benchmark: 1244.3853, usercpu_time_millis: 55.66, usercpu_time_millis_testing: 2.86, usercpu_time_millis_training: 52.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.673, f_measure: 0.6157, kappa: 0.2315, kb_relative_information_score: 69.0115, mean_absolute_error: 0.4904, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6159, predictive_accuracy: 0.6158, prior_entropy: 1, recall: 0.6158, relative_absolute_error: 0.9807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4913, root_relative_squared_error: 0.9825, scimark_benchmark: 1254.2754, usercpu_time_millis: 219.937, usercpu_time_millis_testing: 15.998, usercpu_time_millis_training: 203.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6835, f_measure: 0.6182, kappa: 0.2369, kb_relative_information_score: 94.8477, mean_absolute_error: 0.4866, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6188, predictive_accuracy: 0.6185, prior_entropy: 1, recall: 0.6185, relative_absolute_error: 0.9732, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4881, root_relative_squared_error: 0.9762, scimark_benchmark: 1273.2028, usercpu_time_millis: 77.994, usercpu_time_millis_testing: 4.812, usercpu_time_millis_training: 73.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7144, f_measure: 0.6401, kappa: 0.2808, kb_relative_information_score: 160.0725, mean_absolute_error: 0.4767, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6409, predictive_accuracy: 0.6404, prior_entropy: 1, recall: 0.6404, relative_absolute_error: 0.9535, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4799, root_relative_squared_error: 0.9598, scimark_benchmark: 1267.9866, usercpu_time_millis: 51.757, usercpu_time_millis_testing: 3.011, usercpu_time_millis_training: 48.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6076, f_measure: 0.5777, kappa: 0.1554, kb_relative_information_score: 34.4354, mean_absolute_error: 0.4952, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5777, predictive_accuracy: 0.5777, prior_entropy: 1, recall: 0.5777, relative_absolute_error: 0.9905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9917, scimark_benchmark: 1275.7369, usercpu_time_millis: 38.04, usercpu_time_millis_testing: 3.367, usercpu_time_millis_training: 34.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6263, f_measure: 0.593, kappa: 0.1862, kb_relative_information_score: 38.3267, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5931, predictive_accuracy: 0.5931, prior_entropy: 1, recall: 0.5931, relative_absolute_error: 0.9894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9905, scimark_benchmark: 1260.1233, usercpu_time_millis: 57.742, usercpu_time_millis_testing: 4.599, usercpu_time_millis_training: 53.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7075, f_measure: 0.644, kappa: 0.2885, kb_relative_information_score: 137.6338, mean_absolute_error: 0.4802, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6447, predictive_accuracy: 0.6442, prior_entropy: 1, recall: 0.6442, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4827, root_relative_squared_error: 0.9654, scimark_benchmark: 1266.8893, usercpu_time_millis: 73.754, usercpu_time_millis_testing: 3.226, usercpu_time_millis_training: 70.528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6635, f_measure: 0.6088, kappa: 0.2177, kb_relative_information_score: 101.3618, mean_absolute_error: 0.4855, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6089, predictive_accuracy: 0.6088, prior_entropy: 1, recall: 0.6088, relative_absolute_error: 0.9709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4877, root_relative_squared_error: 0.9755, scimark_benchmark: 1247.178, usercpu_time_millis: 50.426, usercpu_time_millis_testing: 3.668, usercpu_time_millis_training: 46.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6536, f_measure: 0.6158, kappa: 0.2315, kb_relative_information_score: 51.0597, mean_absolute_error: 0.4929, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6158, predictive_accuracy: 0.6158, prior_entropy: 1, recall: 0.6158, relative_absolute_error: 0.9859, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4936, root_relative_squared_error: 0.9871, scimark_benchmark: 1271.8626, usercpu_time_millis: 89.029, usercpu_time_millis_testing: 6.681, usercpu_time_millis_training: 82.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7225, f_measure: 0.6451, kappa: 0.2908, kb_relative_information_score: 143.4794, mean_absolute_error: 0.4794, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6459, predictive_accuracy: 0.6454, prior_entropy: 1, recall: 0.6454, relative_absolute_error: 0.9588, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4817, root_relative_squared_error: 0.9635, scimark_benchmark: 1268.7525, usercpu_time_millis: 153.949, usercpu_time_millis_testing: 5.855, usercpu_time_millis_training: 148.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6432, f_measure: 0.6069, kappa: 0.2138, kb_relative_information_score: 28.9626, mean_absolute_error: 0.496, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.607, predictive_accuracy: 0.6069, prior_entropy: 1, recall: 0.6069, relative_absolute_error: 0.9921, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9925, scimark_benchmark: 1265.64, usercpu_time_millis: 40.751, usercpu_time_millis_testing: 3.793, usercpu_time_millis_training: 36.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.659, f_measure: 0.6119, kappa: 0.2238, kb_relative_information_score: 126.6626, mean_absolute_error: 0.4815, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6119, predictive_accuracy: 0.6119, prior_entropy: 1, recall: 0.6119, relative_absolute_error: 0.963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4856, root_relative_squared_error: 0.9713, scimark_benchmark: 1273.9545, usercpu_time_millis: 21.701, usercpu_time_millis_testing: 1.671, usercpu_time_millis_training: 20.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.633, f_measure: 0.5861, kappa: 0.1723, kb_relative_information_score: 84.3383, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5862, predictive_accuracy: 0.5862, prior_entropy: 1, recall: 0.5862, relative_absolute_error: 0.9758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4904, root_relative_squared_error: 0.9807, scimark_benchmark: 1264.7721, usercpu_time_millis: 18.018, usercpu_time_millis_testing: 1.448, usercpu_time_millis_training: 16.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7338, f_measure: 0.6586, kappa: 0.3177, kb_relative_information_score: 190.1849, mean_absolute_error: 0.4722, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6594, predictive_accuracy: 0.6588, prior_entropy: 1, recall: 0.6588, relative_absolute_error: 0.9444, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4761, root_relative_squared_error: 0.9521, scimark_benchmark: 1264.8698, usercpu_time_millis: 78.639, usercpu_time_millis_testing: 3.776, usercpu_time_millis_training: 74.863,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6395, f_measure: 0.6038, kappa: 0.2077, kb_relative_information_score: 33.1702, mean_absolute_error: 0.4955, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6039, predictive_accuracy: 0.6038, prior_entropy: 1, recall: 0.6038, relative_absolute_error: 0.9909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9916, scimark_benchmark: 1267.3058, usercpu_time_millis: 144.366, usercpu_time_millis_testing: 11.233, usercpu_time_millis_training: 133.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.556, kappa: 0.1123, kb_relative_information_score: 28.511, mean_absolute_error: 0.496, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5562, predictive_accuracy: 0.5562, prior_entropy: 1, recall: 0.5562, relative_absolute_error: 0.9921, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9937, scimark_benchmark: 1262.7041, usercpu_time_millis: 10.634, usercpu_time_millis_testing: 1.021, usercpu_time_millis_training: 9.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.695, f_measure: 0.6325, kappa: 0.2654, kb_relative_information_score: 106.284, mean_absolute_error: 0.4849, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6329, predictive_accuracy: 0.6327, prior_entropy: 1, recall: 0.6327, relative_absolute_error: 0.9698, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4866, root_relative_squared_error: 0.9732, scimark_benchmark: 1259.907, usercpu_time_millis: 218.479, usercpu_time_millis_testing: 13.258, usercpu_time_millis_training: 205.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7206, f_measure: 0.6369, kappa: 0.2746, kb_relative_information_score: 141.5896, mean_absolute_error: 0.4797, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.638, predictive_accuracy: 0.6373, prior_entropy: 1, recall: 0.6373, relative_absolute_error: 0.9594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.482, root_relative_squared_error: 0.9639, scimark_benchmark: 1269.2207, usercpu_time_millis: 142.061, usercpu_time_millis_testing: 6.703, usercpu_time_millis_training: 135.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6224, f_measure: 0.5864, kappa: 0.1731, kb_relative_information_score: 65.1425, mean_absolute_error: 0.4908, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5867, predictive_accuracy: 0.5865, prior_entropy: 1, recall: 0.5865, relative_absolute_error: 0.9815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4925, root_relative_squared_error: 0.985, scimark_benchmark: 1254.8427, usercpu_time_millis: 22.074, usercpu_time_millis_testing: 1.673, usercpu_time_millis_training: 20.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.6787, kappa: 0.3585, kb_relative_information_score: 221.8974, mean_absolute_error: 0.4674, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6805, predictive_accuracy: 0.6792, prior_entropy: 1, recall: 0.6792, relative_absolute_error: 0.9348, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4716, root_relative_squared_error: 0.9433, scimark_benchmark: 1278.6732, usercpu_time_millis: 459.453, usercpu_time_millis_testing: 17.956, usercpu_time_millis_training: 441.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6588, f_measure: 0.6088, kappa: 0.2177, kb_relative_information_score: 28.3688, mean_absolute_error: 0.4961, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6089, predictive_accuracy: 0.6088, prior_entropy: 1, recall: 0.6088, relative_absolute_error: 0.9923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1247.6953, usercpu_time_millis: 89.708, usercpu_time_millis_testing: 7.652, usercpu_time_millis_training: 82.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6941, f_measure: 0.6294, kappa: 0.2592, kb_relative_information_score: 106.3299, mean_absolute_error: 0.4849, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6299, predictive_accuracy: 0.6296, prior_entropy: 1, recall: 0.6296, relative_absolute_error: 0.9698, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4866, root_relative_squared_error: 0.9731, scimark_benchmark: 1266.8323, usercpu_time_millis: 143.218, usercpu_time_millis_testing: 8.14, usercpu_time_millis_training: 135.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6974, f_measure: 0.6371, kappa: 0.2746, kb_relative_information_score: 128.4877, mean_absolute_error: 0.4816, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6376, predictive_accuracy: 0.6373, prior_entropy: 1, recall: 0.6373, relative_absolute_error: 0.9631, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.484, root_relative_squared_error: 0.968, scimark_benchmark: 1259.5042, usercpu_time_millis: 79.241, usercpu_time_millis_testing: 4.399, usercpu_time_millis_training: 74.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7167, f_measure: 0.6506, kappa: 0.3015, kb_relative_information_score: 157.3729, mean_absolute_error: 0.4772, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6511, predictive_accuracy: 0.6508, prior_entropy: 1, recall: 0.6508, relative_absolute_error: 0.9544, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4803, root_relative_squared_error: 0.9607, scimark_benchmark: 1262.8257, usercpu_time_millis: 45.465, usercpu_time_millis_testing: 2.183, usercpu_time_millis_training: 43.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7313, f_measure: 0.6462, kappa: 0.2931, kb_relative_information_score: 170.8959, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6471, predictive_accuracy: 0.6465, prior_entropy: 1, recall: 0.6465, relative_absolute_error: 0.9504, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4783, root_relative_squared_error: 0.9566, scimark_benchmark: 1251.5822, usercpu_time_millis: 134.497, usercpu_time_millis_testing: 5.709, usercpu_time_millis_training: 128.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6447, f_measure: 0.6073, kappa: 0.2146, kb_relative_information_score: 19.4384, mean_absolute_error: 0.4974, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6073, predictive_accuracy: 0.6073, prior_entropy: 1, recall: 0.6073, relative_absolute_error: 0.9947, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.9949, scimark_benchmark: 1266.2424, usercpu_time_millis: 13.065, usercpu_time_millis_testing: 1.185, usercpu_time_millis_training: 11.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7064, f_measure: 0.6367, kappa: 0.2738, kb_relative_information_score: 119.2744, mean_absolute_error: 0.483, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6372, predictive_accuracy: 0.6369, prior_entropy: 1, recall: 0.6369, relative_absolute_error: 0.966, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4849, root_relative_squared_error: 0.9697, scimark_benchmark: 1257.9568, usercpu_time_millis: 80.147, usercpu_time_millis_testing: 4.035, usercpu_time_millis_training: 76.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.661, f_measure: 0.6054, kappa: 0.2108, kb_relative_information_score: 31.285, mean_absolute_error: 0.4957, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6054, predictive_accuracy: 0.6054, prior_entropy: 1, recall: 0.6054, relative_absolute_error: 0.9915, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9919, scimark_benchmark: 1266.526, usercpu_time_millis: 63.372, usercpu_time_millis_testing: 5.31, usercpu_time_millis_training: 58.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6104, f_measure: 0.5781, kappa: 0.1562, kb_relative_information_score: 68.4204, mean_absolute_error: 0.4902, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5781, predictive_accuracy: 0.5781, prior_entropy: 1, recall: 0.5781, relative_absolute_error: 0.9804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4928, root_relative_squared_error: 0.9855, scimark_benchmark: 1262.6289, usercpu_time_millis: 18.893, usercpu_time_millis_testing: 1.451, usercpu_time_millis_training: 17.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6761, f_measure: 0.6248, kappa: 0.25, kb_relative_information_score: 128.3804, mean_absolute_error: 0.4814, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6252, predictive_accuracy: 0.625, prior_entropy: 1, recall: 0.625, relative_absolute_error: 0.9627, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4846, root_relative_squared_error: 0.9692, scimark_benchmark: 1266.0008, usercpu_time_millis: 30.592, usercpu_time_millis_testing: 1.844, usercpu_time_millis_training: 28.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6348, f_measure: 0.6038, kappa: 0.2077, kb_relative_information_score: 35.5556, mean_absolute_error: 0.4951, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6039, predictive_accuracy: 0.6038, prior_entropy: 1, recall: 0.6038, relative_absolute_error: 0.9902, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.991, scimark_benchmark: 1267.7996, usercpu_time_millis: 190.7, usercpu_time_millis_testing: 15.376, usercpu_time_millis_training: 175.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6367, f_measure: 0.5976, kappa: 0.1954, kb_relative_information_score: 32.3768, mean_absolute_error: 0.4956, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5978, predictive_accuracy: 0.5977, prior_entropy: 1, recall: 0.5977, relative_absolute_error: 0.9911, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9918, scimark_benchmark: 1247.7729, usercpu_time_millis: 115.195, usercpu_time_millis_testing: 9.652, usercpu_time_millis_training: 105.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6506, f_measure: 0.6031, kappa: 0.2062, kb_relative_information_score: 89.3507, mean_absolute_error: 0.4872, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6031, predictive_accuracy: 0.6031, prior_entropy: 1, recall: 0.6031, relative_absolute_error: 0.9745, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4894, root_relative_squared_error: 0.9788, scimark_benchmark: 1268.1734, usercpu_time_millis: 25.693, usercpu_time_millis_testing: 2.094, usercpu_time_millis_training: 23.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6409, f_measure: 0.5996, kappa: 0.1992, kb_relative_information_score: 37.5592, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5996, predictive_accuracy: 0.5996, prior_entropy: 1, recall: 0.5996, relative_absolute_error: 0.9897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9905, scimark_benchmark: 1261.1102, usercpu_time_millis: 80.958, usercpu_time_millis_testing: 5.913, usercpu_time_millis_training: 75.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6219, f_measure: 0.5856, kappa: 0.1715, kb_relative_information_score: 28.1905, mean_absolute_error: 0.4961, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5859, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.9923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9929, scimark_benchmark: 1256.9498, usercpu_time_millis: 21.993, usercpu_time_millis_testing: 1.784, usercpu_time_millis_training: 20.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4949, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1240.6671, usercpu_time_millis: 20.713, usercpu_time_millis_testing: 2.377, usercpu_time_millis_training: 18.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6911, f_measure: 0.6391, kappa: 0.2785, kb_relative_information_score: 132.4286, mean_absolute_error: 0.4809, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6395, predictive_accuracy: 0.6392, prior_entropy: 1, recall: 0.6392, relative_absolute_error: 0.9617, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4837, root_relative_squared_error: 0.9675, scimark_benchmark: 1263.6218, usercpu_time_millis: 42.094, usercpu_time_millis_testing: 2.449, usercpu_time_millis_training: 39.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7186, f_measure: 0.6439, kappa: 0.2885, kb_relative_information_score: 136.5339, mean_absolute_error: 0.4804, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6447, predictive_accuracy: 0.6442, prior_entropy: 1, recall: 0.6442, relative_absolute_error: 0.9609, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4826, root_relative_squared_error: 0.9652, scimark_benchmark: 1255.0445, usercpu_time_millis: 124.439, usercpu_time_millis_testing: 6.462, usercpu_time_millis_training: 117.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6981, f_measure: 0.634, kappa: 0.2685, kb_relative_information_score: 121.1798, mean_absolute_error: 0.4827, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6346, predictive_accuracy: 0.6342, prior_entropy: 1, recall: 0.6342, relative_absolute_error: 0.9654, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4848, root_relative_squared_error: 0.9697, scimark_benchmark: 1267.7542, usercpu_time_millis: 59.254, usercpu_time_millis_testing: 3.348, usercpu_time_millis_training: 55.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6691, f_measure: 0.6146, kappa: 0.2292, kb_relative_information_score: 56.6117, mean_absolute_error: 0.4922, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6147, predictive_accuracy: 0.6146, prior_entropy: 1, recall: 0.6146, relative_absolute_error: 0.9843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4928, root_relative_squared_error: 0.9855, scimark_benchmark: 1260.3872, usercpu_time_millis: 24.106, usercpu_time_millis_testing: 1.912, usercpu_time_millis_training: 22.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6818, f_measure: 0.6111, kappa: 0.2223, kb_relative_information_score: 77.914, mean_absolute_error: 0.4891, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6112, predictive_accuracy: 0.6112, prior_entropy: 1, recall: 0.6112, relative_absolute_error: 0.9782, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4901, root_relative_squared_error: 0.9802, scimark_benchmark: 1265.2847, usercpu_time_millis: 59.083, usercpu_time_millis_testing: 4.317, usercpu_time_millis_training: 54.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5772, f_measure: 0.5588, kappa: 0.1177, kb_relative_information_score: 83.5113, mean_absolute_error: 0.4874, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5589, predictive_accuracy: 0.5588, prior_entropy: 1, recall: 0.5588, relative_absolute_error: 0.9748, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9924, scimark_benchmark: 1249.776, usercpu_time_millis: 8.794, usercpu_time_millis_testing: 0.816, usercpu_time_millis_training: 7.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6494, f_measure: 0.6042, kappa: 0.2085, kb_relative_information_score: 48.5093, mean_absolute_error: 0.4933, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6043, predictive_accuracy: 0.6042, prior_entropy: 1, recall: 0.6042, relative_absolute_error: 0.9866, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9878, scimark_benchmark: 1265.2255, usercpu_time_millis: 39.233, usercpu_time_millis_testing: 2.999, usercpu_time_millis_training: 36.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7227, f_measure: 0.6593, kappa: 0.3192, kb_relative_information_score: 211.5542, mean_absolute_error: 0.4685, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6601, predictive_accuracy: 0.6596, prior_entropy: 1, recall: 0.6596, relative_absolute_error: 0.937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4742, root_relative_squared_error: 0.9484, scimark_benchmark: 1264.5408, usercpu_time_millis: 48.072, usercpu_time_millis_testing: 2.253, usercpu_time_millis_training: 45.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6554, f_measure: 0.6092, kappa: 0.2185, kb_relative_information_score: 70.9564, mean_absolute_error: 0.49, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6093, predictive_accuracy: 0.6092, prior_entropy: 1, recall: 0.6092, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4912, root_relative_squared_error: 0.9825, scimark_benchmark: 1265.9615, usercpu_time_millis: 11.196, usercpu_time_millis_testing: 1.007, usercpu_time_millis_training: 10.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6524, f_measure: 0.6057, kappa: 0.2115, kb_relative_information_score: 32.4615, mean_absolute_error: 0.4956, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6059, predictive_accuracy: 0.6058, prior_entropy: 1, recall: 0.6058, relative_absolute_error: 0.9911, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9916, scimark_benchmark: 1245.053, usercpu_time_millis: 29.232, usercpu_time_millis_testing: 2.452, usercpu_time_millis_training: 26.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6619, f_measure: 0.6114, kappa: 0.2231, kb_relative_information_score: 42.3545, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6117, predictive_accuracy: 0.6115, prior_entropy: 1, recall: 0.6115, relative_absolute_error: 0.9884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9891, scimark_benchmark: 1246.4743, usercpu_time_millis: 20.144, usercpu_time_millis_testing: 1.708, usercpu_time_millis_training: 18.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.719, f_measure: 0.6407, kappa: 0.2823, kb_relative_information_score: 132.6784, mean_absolute_error: 0.4811, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6419, predictive_accuracy: 0.6412, prior_entropy: 1, recall: 0.6412, relative_absolute_error: 0.9621, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4831, root_relative_squared_error: 0.9662, scimark_benchmark: 1254.5152, usercpu_time_millis: 278.128, usercpu_time_millis_testing: 12.616, usercpu_time_millis_training: 265.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7312, f_measure: 0.6519, kappa: 0.3046, kb_relative_information_score: 159.7515, mean_absolute_error: 0.477, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.653, predictive_accuracy: 0.6523, prior_entropy: 1, recall: 0.6523, relative_absolute_error: 0.9539, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4797, root_relative_squared_error: 0.9593, scimark_benchmark: 1247.3681, usercpu_time_millis: 465.608, usercpu_time_millis_testing: 17.933, usercpu_time_millis_training: 447.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7039, f_measure: 0.6325, kappa: 0.2654, kb_relative_information_score: 115.9211, mean_absolute_error: 0.4835, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.633, predictive_accuracy: 0.6327, prior_entropy: 1, recall: 0.6327, relative_absolute_error: 0.967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4853, root_relative_squared_error: 0.9706, scimark_benchmark: 1267.0093, usercpu_time_millis: 151.614, usercpu_time_millis_testing: 9.125, usercpu_time_millis_training: 142.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6869, f_measure: 0.6127, kappa: 0.2254, kb_relative_information_score: 83.6145, mean_absolute_error: 0.4883, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6127, predictive_accuracy: 0.6127, prior_entropy: 1, recall: 0.6127, relative_absolute_error: 0.9765, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4894, root_relative_squared_error: 0.9787, scimark_benchmark: 1255.9471, usercpu_time_millis: 71.903, usercpu_time_millis_testing: 5.027, usercpu_time_millis_training: 66.876,

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