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: 0.72, f_measure: 0.6515, kappa: 0.3038, kb_relative_information_score: 141.0159, mean_absolute_error: 0.4798, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6526, predictive_accuracy: 0.6519, prior_entropy: 1, recall: 0.6519, relative_absolute_error: 0.9596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4821, root_relative_squared_error: 0.9642, scimark_benchmark: 1278.8067, usercpu_time_millis: 123.043, usercpu_time_millis_testing: 5.201, usercpu_time_millis_training: 117.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6798, f_measure: 0.6273, kappa: 0.2546, kb_relative_information_score: 195.1223, mean_absolute_error: 0.4704, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6274, predictive_accuracy: 0.6273, prior_entropy: 1, recall: 0.6273, relative_absolute_error: 0.9409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4786, root_relative_squared_error: 0.9571, scimark_benchmark: 1263.5058, usercpu_time_millis: 11.873, usercpu_time_millis_testing: 1.207, usercpu_time_millis_training: 10.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6921, f_measure: 0.6258, kappa: 0.2515, kb_relative_information_score: 120.1903, mean_absolute_error: 0.4828, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6258, predictive_accuracy: 0.6258, prior_entropy: 1, recall: 0.6258, relative_absolute_error: 0.9655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4851, root_relative_squared_error: 0.9701, scimark_benchmark: 1264.9888, usercpu_time_millis: 90.348, usercpu_time_millis_testing: 5.227, usercpu_time_millis_training: 85.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7453, f_measure: 0.663, kappa: 0.3269, kb_relative_information_score: 192.0086, mean_absolute_error: 0.472, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6644, predictive_accuracy: 0.6635, prior_entropy: 1, recall: 0.6635, relative_absolute_error: 0.944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4755, root_relative_squared_error: 0.951, scimark_benchmark: 1238.8504, usercpu_time_millis: 450.501, usercpu_time_millis_testing: 19.321, usercpu_time_millis_training: 431.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6925, f_measure: 0.633, kappa: 0.2662, kb_relative_information_score: 109.1461, mean_absolute_error: 0.4845, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6332, predictive_accuracy: 0.6331, prior_entropy: 1, recall: 0.6331, relative_absolute_error: 0.9689, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4863, root_relative_squared_error: 0.9726, scimark_benchmark: 1277.0046, usercpu_time_millis: 99.98, usercpu_time_millis_testing: 5.672, usercpu_time_millis_training: 94.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6943, f_measure: 0.6302, kappa: 0.2608, kb_relative_information_score: 112.3853, mean_absolute_error: 0.484, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6306, predictive_accuracy: 0.6304, prior_entropy: 1, recall: 0.6304, relative_absolute_error: 0.968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4859, root_relative_squared_error: 0.9719, scimark_benchmark: 1276.5404, usercpu_time_millis: 85.318, usercpu_time_millis_testing: 4.942, usercpu_time_millis_training: 80.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6974, f_measure: 0.6238, kappa: 0.2477, kb_relative_information_score: 88.5023, mean_absolute_error: 0.4876, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.624, predictive_accuracy: 0.6238, prior_entropy: 1, recall: 0.6238, relative_absolute_error: 0.9752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4887, root_relative_squared_error: 0.9773, scimark_benchmark: 1246.7271, usercpu_time_millis: 140.853, usercpu_time_millis_testing: 8.292, usercpu_time_millis_training: 132.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6578, f_measure: 0.5992, kappa: 0.1985, kb_relative_information_score: 24.3822, mean_absolute_error: 0.4967, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5993, predictive_accuracy: 0.5992, prior_entropy: 1, recall: 0.5992, relative_absolute_error: 0.9934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1266.3241, usercpu_time_millis: 29.425, usercpu_time_millis_testing: 2.881, usercpu_time_millis_training: 26.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6817, f_measure: 0.6265, kappa: 0.2531, kb_relative_information_score: 139.337, mean_absolute_error: 0.4797, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6265, predictive_accuracy: 0.6265, prior_entropy: 1, recall: 0.6265, relative_absolute_error: 0.9594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4833, root_relative_squared_error: 0.9666, scimark_benchmark: 1282.4951, usercpu_time_millis: 13.852, usercpu_time_millis_testing: 1.121, usercpu_time_millis_training: 12.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6806, f_measure: 0.6215, kappa: 0.2431, kb_relative_information_score: 77.247, mean_absolute_error: 0.4892, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6216, predictive_accuracy: 0.6215, prior_entropy: 1, recall: 0.6215, relative_absolute_error: 0.9784, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4902, root_relative_squared_error: 0.9804, scimark_benchmark: 1268.9246, usercpu_time_millis: 211.661, usercpu_time_millis_testing: 14.111, usercpu_time_millis_training: 197.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6906, f_measure: 0.6223, kappa: 0.2454, kb_relative_information_score: 93.9126, mean_absolute_error: 0.4868, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6232, predictive_accuracy: 0.6227, prior_entropy: 1, recall: 0.6227, relative_absolute_error: 0.9735, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4881, root_relative_squared_error: 0.9761, scimark_benchmark: 1278.6087, usercpu_time_millis: 121.521, usercpu_time_millis_testing: 7.514, usercpu_time_millis_training: 114.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6821, f_measure: 0.6203, kappa: 0.2408, kb_relative_information_score: 68.2715, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6205, predictive_accuracy: 0.6204, prior_entropy: 1, recall: 0.6204, relative_absolute_error: 0.981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4913, root_relative_squared_error: 0.9825, scimark_benchmark: 1251.3853, usercpu_time_millis: 116.235, usercpu_time_millis_testing: 7.681, usercpu_time_millis_training: 108.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6581, f_measure: 0.6035, kappa: 0.2069, kb_relative_information_score: 32.9725, mean_absolute_error: 0.4955, 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: 0.991, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4957, root_relative_squared_error: 0.9915, scimark_benchmark: 1263.2485, usercpu_time_millis: 31.69, usercpu_time_millis_testing: 2.668, usercpu_time_millis_training: 29.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6549, f_measure: 0.6073, kappa: 0.2146, kb_relative_information_score: 45.6299, mean_absolute_error: 0.4937, 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: 0.9874, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9884, scimark_benchmark: 1259.1527, usercpu_time_millis: 29.702, usercpu_time_millis_testing: 2.67, usercpu_time_millis_training: 27.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6659, f_measure: 0.6108, kappa: 0.2215, kb_relative_information_score: 39.5723, mean_absolute_error: 0.4946, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6108, predictive_accuracy: 0.6108, prior_entropy: 1, recall: 0.6108, relative_absolute_error: 0.9892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9898, scimark_benchmark: 1259.2373, usercpu_time_millis: 46.312, usercpu_time_millis_testing: 3.83, usercpu_time_millis_training: 42.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6641, f_measure: 0.6007, kappa: 0.2015, kb_relative_information_score: 41.5645, mean_absolute_error: 0.4943, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6008, predictive_accuracy: 0.6008, prior_entropy: 1, recall: 0.6008, relative_absolute_error: 0.9886, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9893, scimark_benchmark: 1256.7945, usercpu_time_millis: 42.822, usercpu_time_millis_testing: 3.71, usercpu_time_millis_training: 39.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6785, f_measure: 0.615, kappa: 0.23, kb_relative_information_score: 58.9341, mean_absolute_error: 0.4918, 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: 0.9837, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.9848, scimark_benchmark: 1283.4, usercpu_time_millis: 36.129, usercpu_time_millis_testing: 2.756, usercpu_time_millis_training: 33.373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6719, f_measure: 0.6257, kappa: 0.2515, kb_relative_information_score: 86.7011, mean_absolute_error: 0.4878, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6259, predictive_accuracy: 0.6258, prior_entropy: 1, recall: 0.6258, relative_absolute_error: 0.9755, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4892, root_relative_squared_error: 0.9784, scimark_benchmark: 1242.0093, usercpu_time_millis: 47.626, usercpu_time_millis_testing: 3.452, usercpu_time_millis_training: 44.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7028, f_measure: 0.6325, kappa: 0.2654, kb_relative_information_score: 110.9945, mean_absolute_error: 0.4842, 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: 0.9685, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4859, root_relative_squared_error: 0.9718, scimark_benchmark: 1280.9526, usercpu_time_millis: 38.12, usercpu_time_millis_testing: 2.344, usercpu_time_millis_training: 35.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7211, f_measure: 0.6481, kappa: 0.2969, kb_relative_information_score: 172.1052, mean_absolute_error: 0.4749, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6491, predictive_accuracy: 0.6485, prior_entropy: 1, recall: 0.6485, relative_absolute_error: 0.9498, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4785, root_relative_squared_error: 0.957, scimark_benchmark: 1283.0614, usercpu_time_millis: 30.156, usercpu_time_millis_testing: 1.967, usercpu_time_millis_training: 28.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7091, f_measure: 0.631, kappa: 0.2631, kb_relative_information_score: 129.8365, mean_absolute_error: 0.4814, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6323, predictive_accuracy: 0.6315, prior_entropy: 1, recall: 0.6315, relative_absolute_error: 0.9629, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4836, root_relative_squared_error: 0.9672, scimark_benchmark: 1259.625, usercpu_time_millis: 175.582, usercpu_time_millis_testing: 8.815, usercpu_time_millis_training: 166.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6636, f_measure: 0.6082, kappa: 0.2169, kb_relative_information_score: 112.1936, mean_absolute_error: 0.4838, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6088, predictive_accuracy: 0.6085, prior_entropy: 1, recall: 0.6085, relative_absolute_error: 0.9676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4867, root_relative_squared_error: 0.9735, scimark_benchmark: 1257.5366, usercpu_time_millis: 14.77, usercpu_time_millis_testing: 1.362, usercpu_time_millis_training: 13.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6809, f_measure: 0.6188, kappa: 0.2377, kb_relative_information_score: 76.7743, mean_absolute_error: 0.4892, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6189, predictive_accuracy: 0.6188, prior_entropy: 1, recall: 0.6188, relative_absolute_error: 0.9785, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4902, root_relative_squared_error: 0.9805, scimark_benchmark: 1270.0469, usercpu_time_millis: 220.477, usercpu_time_millis_testing: 13.785, usercpu_time_millis_training: 206.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6882, f_measure: 0.6226, kappa: 0.2454, kb_relative_information_score: 95.9876, mean_absolute_error: 0.4864, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6228, predictive_accuracy: 0.6227, prior_entropy: 1, recall: 0.6227, relative_absolute_error: 0.9729, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4879, root_relative_squared_error: 0.9758, scimark_benchmark: 1247.2611, usercpu_time_millis: 52.47, usercpu_time_millis_testing: 3.619, usercpu_time_millis_training: 48.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6683, f_measure: 0.6103, kappa: 0.2208, kb_relative_information_score: 47.9439, mean_absolute_error: 0.4934, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6104, predictive_accuracy: 0.6104, prior_entropy: 1, recall: 0.6104, relative_absolute_error: 0.9868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4938, root_relative_squared_error: 0.9877, scimark_benchmark: 1261.9213, usercpu_time_millis: 48.786, usercpu_time_millis_testing: 3.888, usercpu_time_millis_training: 44.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7003, f_measure: 0.6348, kappa: 0.27, kb_relative_information_score: 124.1342, mean_absolute_error: 0.4823, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6354, predictive_accuracy: 0.635, prior_entropy: 1, recall: 0.635, relative_absolute_error: 0.9645, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4844, root_relative_squared_error: 0.9689, scimark_benchmark: 1262.5234, usercpu_time_millis: 142.385, usercpu_time_millis_testing: 7.265, usercpu_time_millis_training: 135.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7168, f_measure: 0.6457, kappa: 0.2915, kb_relative_information_score: 147.6278, mean_absolute_error: 0.4787, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6459, predictive_accuracy: 0.6458, prior_entropy: 1, recall: 0.6458, 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: 1255.4546, usercpu_time_millis: 42.482, usercpu_time_millis_testing: 2.204, usercpu_time_millis_training: 40.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7346, f_measure: 0.66, kappa: 0.3208, kb_relative_information_score: 172.0187, mean_absolute_error: 0.4751, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6612, predictive_accuracy: 0.6604, prior_entropy: 1, recall: 0.6604, relative_absolute_error: 0.9502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4781, root_relative_squared_error: 0.9563, scimark_benchmark: 1273.0851, usercpu_time_millis: 242.902, usercpu_time_millis_testing: 9.487, usercpu_time_millis_training: 233.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7378, f_measure: 0.6591, kappa: 0.3192, kb_relative_information_score: 174.8599, mean_absolute_error: 0.4747, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6606, predictive_accuracy: 0.6596, prior_entropy: 1, recall: 0.6596, relative_absolute_error: 0.9493, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4777, root_relative_squared_error: 0.9554, scimark_benchmark: 1279.0366, usercpu_time_millis: 169.514, usercpu_time_millis_testing: 7.28, usercpu_time_millis_training: 162.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6874, f_measure: 0.6282, kappa: 0.2569, kb_relative_information_score: 113.6203, mean_absolute_error: 0.4838, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6288, predictive_accuracy: 0.6285, prior_entropy: 1, recall: 0.6285, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4859, root_relative_squared_error: 0.9719, scimark_benchmark: 1274.7083, usercpu_time_millis: 32.715, usercpu_time_millis_testing: 2.103, usercpu_time_millis_training: 30.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6696, f_measure: 0.6023, kappa: 0.2046, kb_relative_information_score: 55.976, mean_absolute_error: 0.4923, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6024, predictive_accuracy: 0.6023, prior_entropy: 1, recall: 0.6023, relative_absolute_error: 0.9845, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4929, root_relative_squared_error: 0.9857, scimark_benchmark: 1260.5695, usercpu_time_millis: 30.995, usercpu_time_millis_testing: 2.974, usercpu_time_millis_training: 28.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7599, f_measure: 0.6829, kappa: 0.3669, kb_relative_information_score: 232.0753, mean_absolute_error: 0.4658, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6848, predictive_accuracy: 0.6835, prior_entropy: 1, recall: 0.6835, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4704, root_relative_squared_error: 0.9409, scimark_benchmark: 1249.7571, usercpu_time_millis: 240.965, usercpu_time_millis_testing: 9.456, usercpu_time_millis_training: 231.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6264, f_measure: 0.5957, kappa: 0.1915, kb_relative_information_score: 110.7852, mean_absolute_error: 0.4836, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5958, predictive_accuracy: 0.5958, prior_entropy: 1, recall: 0.5958, relative_absolute_error: 0.9673, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4889, root_relative_squared_error: 0.9778, scimark_benchmark: 1277.0483, usercpu_time_millis: 16.307, usercpu_time_millis_testing: 1.267, usercpu_time_millis_training: 15.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6828, f_measure: 0.6146, kappa: 0.2292, kb_relative_information_score: 75.6284, mean_absolute_error: 0.4894, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6146, predictive_accuracy: 0.6146, prior_entropy: 1, recall: 0.6146, relative_absolute_error: 0.9788, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4903, root_relative_squared_error: 0.9807, scimark_benchmark: 1269.8265, usercpu_time_millis: 75.915, usercpu_time_millis_testing: 5.01, usercpu_time_millis_training: 70.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6925, f_measure: 0.6218, kappa: 0.2438, kb_relative_information_score: 92.9102, mean_absolute_error: 0.4869, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6221, predictive_accuracy: 0.6219, prior_entropy: 1, recall: 0.6219, relative_absolute_error: 0.9738, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4882, root_relative_squared_error: 0.9764, scimark_benchmark: 1279.4578, usercpu_time_millis: 41.663, usercpu_time_millis_testing: 2.485, usercpu_time_millis_training: 39.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.704, f_measure: 0.646, kappa: 0.2923, kb_relative_information_score: 141.8589, mean_absolute_error: 0.4795, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6463, predictive_accuracy: 0.6462, prior_entropy: 1, recall: 0.6462, relative_absolute_error: 0.959, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4824, root_relative_squared_error: 0.9647, scimark_benchmark: 1257.9499, usercpu_time_millis: 87.451, usercpu_time_millis_testing: 4.704, usercpu_time_millis_training: 82.747,
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: 0.6492, f_measure: 0.6064, kappa: 0.2131, kb_relative_information_score: 29.3699, mean_absolute_error: 0.496, 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: 0.992, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9924, scimark_benchmark: 1242.6344, usercpu_time_millis: 11.918, usercpu_time_millis_testing: 1.173, usercpu_time_millis_training: 10.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6958, f_measure: 0.6264, kappa: 0.2531, kb_relative_information_score: 99.829, mean_absolute_error: 0.4859, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6267, predictive_accuracy: 0.6265, prior_entropy: 1, recall: 0.6265, relative_absolute_error: 0.9718, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4873, root_relative_squared_error: 0.9746, scimark_benchmark: 1264.5024, usercpu_time_millis: 179.887, usercpu_time_millis_testing: 10.024, usercpu_time_millis_training: 169.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6402, f_measure: 0.5973, kappa: 0.1946, kb_relative_information_score: 15.9093, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5973, predictive_accuracy: 0.5973, prior_entropy: 1, recall: 0.5973, relative_absolute_error: 0.9957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1278.9231, usercpu_time_millis: 24.137, usercpu_time_millis_testing: 2.76, usercpu_time_millis_training: 21.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6348, f_measure: 0.5984, kappa: 0.1969, kb_relative_information_score: 14.1154, mean_absolute_error: 0.4981, 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: 0.9962, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9963, scimark_benchmark: 1277.5049, usercpu_time_millis: 23.858, usercpu_time_millis_testing: 2.305, usercpu_time_millis_training: 21.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6391, f_measure: 0.5992, kappa: 0.1985, kb_relative_information_score: 30.0468, mean_absolute_error: 0.4959, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5993, predictive_accuracy: 0.5992, prior_entropy: 1, recall: 0.5992, relative_absolute_error: 0.9918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9923, scimark_benchmark: 1269.2947, usercpu_time_millis: 93.785, usercpu_time_millis_testing: 8.011, usercpu_time_millis_training: 85.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, f_measure: 0.6269, kappa: 0.2538, kb_relative_information_score: 113.7926, mean_absolute_error: 0.4838, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.627, predictive_accuracy: 0.6269, prior_entropy: 1, recall: 0.6269, relative_absolute_error: 0.9676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4857, root_relative_squared_error: 0.9714, scimark_benchmark: 1272.909, usercpu_time_millis: 92.254, usercpu_time_millis_testing: 5.289, usercpu_time_millis_training: 86.965,
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: 0.6406, f_measure: 0.6054, kappa: 0.2108, kb_relative_information_score: 29.351, mean_absolute_error: 0.496, 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: 0.992, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9925, scimark_benchmark: 1275.4648, usercpu_time_millis: 100.1, usercpu_time_millis_testing: 8.034, usercpu_time_millis_training: 92.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6535, f_measure: 0.6069, kappa: 0.2138, kb_relative_information_score: 87.1176, mean_absolute_error: 0.4876, 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: 0.9752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4896, root_relative_squared_error: 0.9791, scimark_benchmark: 1269.6849, usercpu_time_millis: 27.052, usercpu_time_millis_testing: 1.876, usercpu_time_millis_training: 25.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6617, f_measure: 0.613, kappa: 0.2262, kb_relative_information_score: 61.8815, mean_absolute_error: 0.4914, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6131, predictive_accuracy: 0.6131, prior_entropy: 1, recall: 0.6131, relative_absolute_error: 0.9828, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4922, root_relative_squared_error: 0.9844, scimark_benchmark: 1260.6447, usercpu_time_millis: 50.832, usercpu_time_millis_testing: 3.989, usercpu_time_millis_training: 46.843,
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: 1270.483, usercpu_time_millis: 11.212, usercpu_time_millis_testing: 1.136, usercpu_time_millis_training: 10.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6399, f_measure: 0.5992, kappa: 0.1985, kb_relative_information_score: 31.1915, mean_absolute_error: 0.4957, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5993, predictive_accuracy: 0.5992, prior_entropy: 1, recall: 0.5992, relative_absolute_error: 0.9915, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1264.5906, usercpu_time_millis: 114.059, usercpu_time_millis_testing: 10.009, usercpu_time_millis_training: 104.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6951, f_measure: 0.621, kappa: 0.2423, kb_relative_information_score: 94.3049, mean_absolute_error: 0.4867, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6213, predictive_accuracy: 0.6212, prior_entropy: 1, recall: 0.6212, relative_absolute_error: 0.9734, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.488, root_relative_squared_error: 0.9759, scimark_benchmark: 1267.7273, usercpu_time_millis: 73.26, usercpu_time_millis_testing: 4.598, usercpu_time_millis_training: 68.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6356, f_measure: 0.595, kappa: 0.19, kb_relative_information_score: 21.5432, mean_absolute_error: 0.4971, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.595, predictive_accuracy: 0.595, prior_entropy: 1, recall: 0.595, relative_absolute_error: 0.9941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1273.402, usercpu_time_millis: 13.93, usercpu_time_millis_testing: 1.278, usercpu_time_millis_training: 12.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.688, f_measure: 0.6244, kappa: 0.2492, kb_relative_information_score: 93.9306, mean_absolute_error: 0.4867, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6249, predictive_accuracy: 0.6246, prior_entropy: 1, recall: 0.6246, relative_absolute_error: 0.9735, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4881, root_relative_squared_error: 0.9763, scimark_benchmark: 1254.0091, usercpu_time_millis: 128.002, usercpu_time_millis_testing: 7.73, usercpu_time_millis_training: 120.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7153, f_measure: 0.635, kappa: 0.2708, kb_relative_information_score: 138.5981, mean_absolute_error: 0.4801, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6359, predictive_accuracy: 0.6354, prior_entropy: 1, recall: 0.6354, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4824, root_relative_squared_error: 0.9648, scimark_benchmark: 1279.8405, usercpu_time_millis: 112.01, usercpu_time_millis_testing: 5.888, usercpu_time_millis_training: 106.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6448, f_measure: 0.6038, kappa: 0.2077, kb_relative_information_score: 28.3059, mean_absolute_error: 0.4961, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6038, predictive_accuracy: 0.6038, prior_entropy: 1, recall: 0.6038, relative_absolute_error: 0.9923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9927, scimark_benchmark: 1262.1214, usercpu_time_millis: 97.048, usercpu_time_millis_testing: 8.364, usercpu_time_millis_training: 88.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, f_measure: 0.6131, kappa: 0.2262, kb_relative_information_score: 68.314, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6131, predictive_accuracy: 0.6131, prior_entropy: 1, recall: 0.6131, relative_absolute_error: 0.9809, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4913, root_relative_squared_error: 0.9826, scimark_benchmark: 1262.5477, usercpu_time_millis: 22.802, usercpu_time_millis_testing: 1.799, usercpu_time_millis_training: 21.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6788, f_measure: 0.6131, kappa: 0.2262, kb_relative_information_score: 58.3064, mean_absolute_error: 0.4919, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6131, predictive_accuracy: 0.6131, prior_entropy: 1, recall: 0.6131, relative_absolute_error: 0.9839, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4925, root_relative_squared_error: 0.985, scimark_benchmark: 1265.2305, usercpu_time_millis: 73.017, usercpu_time_millis_testing: 5.643, usercpu_time_millis_training: 67.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, f_measure: 0.6255, kappa: 0.2515, kb_relative_information_score: 91.8577, mean_absolute_error: 0.4871, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6261, predictive_accuracy: 0.6258, prior_entropy: 1, recall: 0.6258, relative_absolute_error: 0.9741, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4883, root_relative_squared_error: 0.9767, scimark_benchmark: 1245.33, usercpu_time_millis: 199.438, usercpu_time_millis_testing: 12.382, usercpu_time_millis_training: 187.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7442, f_measure: 0.6676, kappa: 0.3362, kb_relative_information_score: 199.0495, mean_absolute_error: 0.4709, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6691, predictive_accuracy: 0.6681, prior_entropy: 1, recall: 0.6681, relative_absolute_error: 0.9418, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4747, root_relative_squared_error: 0.9495, scimark_benchmark: 1253.6061, usercpu_time_millis: 198.227, usercpu_time_millis_testing: 7.792, usercpu_time_millis_training: 190.435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6853, f_measure: 0.6325, kappa: 0.2654, kb_relative_information_score: 137.6556, mean_absolute_error: 0.48, 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: 0.9601, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4835, root_relative_squared_error: 0.9669, scimark_benchmark: 1274.5108, usercpu_time_millis: 35.127, usercpu_time_millis_testing: 2.019, usercpu_time_millis_training: 33.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7535, f_measure: 0.6705, kappa: 0.3423, kb_relative_information_score: 213.5826, mean_absolute_error: 0.4687, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6726, predictive_accuracy: 0.6712, prior_entropy: 1, recall: 0.6712, relative_absolute_error: 0.9373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4727, root_relative_squared_error: 0.9455, scimark_benchmark: 1252.4221, usercpu_time_millis: 96.001, usercpu_time_millis_testing: 3.939, usercpu_time_millis_training: 92.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6828, f_measure: 0.6261, kappa: 0.2523, kb_relative_information_score: 63.9617, mean_absolute_error: 0.4911, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6262, predictive_accuracy: 0.6262, prior_entropy: 1, recall: 0.6262, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4918, root_relative_squared_error: 0.9836, scimark_benchmark: 1254.0644, usercpu_time_millis: 157.597, usercpu_time_millis_testing: 11.749, usercpu_time_millis_training: 145.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6541, f_measure: 0.6046, kappa: 0.2092, kb_relative_information_score: 27.8819, mean_absolute_error: 0.4962, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6046, predictive_accuracy: 0.6046, prior_entropy: 1, recall: 0.6046, relative_absolute_error: 0.9924, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1259.4717, usercpu_time_millis: 50.245, usercpu_time_millis_testing: 4.666, usercpu_time_millis_training: 45.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7123, f_measure: 0.639, kappa: 0.2785, kb_relative_information_score: 120.1669, mean_absolute_error: 0.4829, 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: 0.9658, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4846, root_relative_squared_error: 0.9693, scimark_benchmark: 1249.921, usercpu_time_millis: 143.203, usercpu_time_millis_testing: 7.578, usercpu_time_millis_training: 135.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6894, f_measure: 0.626, kappa: 0.2523, kb_relative_information_score: 93.7331, mean_absolute_error: 0.4868, 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: 0.9735, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4881, root_relative_squared_error: 0.9763, scimark_benchmark: 1255.0668, usercpu_time_millis: 48.112, usercpu_time_millis_testing: 3.269, usercpu_time_millis_training: 44.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7003, f_measure: 0.6351, kappa: 0.2708, kb_relative_information_score: 110.387, mean_absolute_error: 0.4843, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6358, predictive_accuracy: 0.6354, prior_entropy: 1, recall: 0.6354, relative_absolute_error: 0.9687, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.486, root_relative_squared_error: 0.9721, scimark_benchmark: 1272.1678, usercpu_time_millis: 221.402, usercpu_time_millis_testing: 11.764, usercpu_time_millis_training: 209.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6707, f_measure: 0.6127, kappa: 0.2254, kb_relative_information_score: 40.1535, mean_absolute_error: 0.4945, 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: 0.989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9896, scimark_benchmark: 1271.6952, usercpu_time_millis: 72.032, usercpu_time_millis_testing: 5.842, usercpu_time_millis_training: 66.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7282, f_measure: 0.642, kappa: 0.2846, kb_relative_information_score: 160.9429, mean_absolute_error: 0.4767, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6427, predictive_accuracy: 0.6423, prior_entropy: 1, recall: 0.6423, relative_absolute_error: 0.9535, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4795, root_relative_squared_error: 0.9591, scimark_benchmark: 1264.1083, usercpu_time_millis: 66.403, usercpu_time_millis_testing: 2.758, usercpu_time_millis_training: 63.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.6528, kappa: 0.3062, kb_relative_information_score: 146.0892, mean_absolute_error: 0.479, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6536, predictive_accuracy: 0.6531, prior_entropy: 1, recall: 0.6531, relative_absolute_error: 0.9581, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4814, root_relative_squared_error: 0.9629, scimark_benchmark: 1238.9314, usercpu_time_millis: 296.511, usercpu_time_millis_testing: 12.817, usercpu_time_millis_training: 283.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6715, f_measure: 0.6214, kappa: 0.2431, kb_relative_information_score: 57.3959, mean_absolute_error: 0.492, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6217, predictive_accuracy: 0.6215, prior_entropy: 1, recall: 0.6215, relative_absolute_error: 0.9841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4927, root_relative_squared_error: 0.9853, scimark_benchmark: 1261.5999, usercpu_time_millis: 196.129, usercpu_time_millis_testing: 12.353, usercpu_time_millis_training: 183.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6582, f_measure: 0.6092, kappa: 0.2185, kb_relative_information_score: 91.831, mean_absolute_error: 0.4869, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6092, predictive_accuracy: 0.6092, prior_entropy: 1, recall: 0.6092, relative_absolute_error: 0.9738, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4889, root_relative_squared_error: 0.9778, scimark_benchmark: 1252.9782, usercpu_time_millis: 30.779, usercpu_time_millis_testing: 2.057, usercpu_time_millis_training: 28.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7293, f_measure: 0.6493, kappa: 0.2992, kb_relative_information_score: 164.1429, mean_absolute_error: 0.4762, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6501, predictive_accuracy: 0.6496, prior_entropy: 1, recall: 0.6496, relative_absolute_error: 0.9525, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4791, root_relative_squared_error: 0.9583, scimark_benchmark: 1273.9999, usercpu_time_millis: 61.255, usercpu_time_millis_testing: 3.058, usercpu_time_millis_training: 58.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6538, f_measure: 0.6069, kappa: 0.2138, kb_relative_information_score: 21.8692, mean_absolute_error: 0.497, 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: 0.9941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9943, scimark_benchmark: 1273.5494, usercpu_time_millis: 46.844, usercpu_time_millis_testing: 4.506, usercpu_time_millis_training: 42.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6615, f_measure: 0.6103, kappa: 0.2208, kb_relative_information_score: 38.6872, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6104, predictive_accuracy: 0.6104, prior_entropy: 1, recall: 0.6104, relative_absolute_error: 0.9894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1273.552, usercpu_time_millis: 27.274, usercpu_time_millis_testing: 2.367, usercpu_time_millis_training: 24.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6668, f_measure: 0.6106, kappa: 0.2215, kb_relative_information_score: 59.4773, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6109, predictive_accuracy: 0.6108, prior_entropy: 1, recall: 0.6108, relative_absolute_error: 0.9835, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.9848, scimark_benchmark: 1256.0767, usercpu_time_millis: 14.789, usercpu_time_millis_testing: 1.22, usercpu_time_millis_training: 13.569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6746, f_measure: 0.6161, kappa: 0.2323, kb_relative_information_score: 58.5276, mean_absolute_error: 0.4919, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6162, predictive_accuracy: 0.6162, prior_entropy: 1, recall: 0.6162, relative_absolute_error: 0.9838, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4925, root_relative_squared_error: 0.985, scimark_benchmark: 1274.6844, usercpu_time_millis: 48.192, usercpu_time_millis_testing: 3.775, usercpu_time_millis_training: 44.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6622, f_measure: 0.6171, kappa: 0.2346, kb_relative_information_score: 65.8571, mean_absolute_error: 0.4908, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6175, predictive_accuracy: 0.6173, prior_entropy: 1, recall: 0.6173, relative_absolute_error: 0.9816, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4917, root_relative_squared_error: 0.9835, scimark_benchmark: 1279.5146, usercpu_time_millis: 29.549, usercpu_time_millis_testing: 2.407, usercpu_time_millis_training: 27.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6764, f_measure: 0.6172, kappa: 0.2346, kb_relative_information_score: 55.2235, mean_absolute_error: 0.4924, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6174, predictive_accuracy: 0.6173, prior_entropy: 1, recall: 0.6173, relative_absolute_error: 0.9847, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4929, root_relative_squared_error: 0.9858, scimark_benchmark: 1251.5818, usercpu_time_millis: 63.043, usercpu_time_millis_testing: 4.349, usercpu_time_millis_training: 58.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6994, f_measure: 0.6355, kappa: 0.2715, kb_relative_information_score: 108.8136, mean_absolute_error: 0.4846, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6362, predictive_accuracy: 0.6358, prior_entropy: 1, recall: 0.6358, relative_absolute_error: 0.9691, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4862, root_relative_squared_error: 0.9724, scimark_benchmark: 1271.3523, usercpu_time_millis: 110.178, usercpu_time_millis_testing: 6.668, usercpu_time_millis_training: 103.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6467, f_measure: 0.6054, kappa: 0.2108, kb_relative_information_score: 21.7278, mean_absolute_error: 0.4971, 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: 0.9941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9943, scimark_benchmark: 1268.2902, usercpu_time_millis: 50.221, usercpu_time_millis_testing: 4.499, usercpu_time_millis_training: 45.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6427, f_measure: 0.5973, kappa: 0.1946, kb_relative_information_score: 21.8792, mean_absolute_error: 0.497, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5973, predictive_accuracy: 0.5973, prior_entropy: 1, recall: 0.5973, relative_absolute_error: 0.9941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9943, scimark_benchmark: 1254.193, usercpu_time_millis: 25.007, usercpu_time_millis_testing: 2.472, usercpu_time_millis_training: 22.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6313, f_measure: 0.5833, kappa: 0.1669, kb_relative_information_score: 87.6558, mean_absolute_error: 0.4873, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5836, predictive_accuracy: 0.5835, prior_entropy: 1, recall: 0.5835, relative_absolute_error: 0.9747, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4901, root_relative_squared_error: 0.9802, scimark_benchmark: 1252.5856, usercpu_time_millis: 34.515, usercpu_time_millis_testing: 2.314, usercpu_time_millis_training: 32.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6998, f_measure: 0.6396, kappa: 0.2792, kb_relative_information_score: 147.6673, mean_absolute_error: 0.4786, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6397, predictive_accuracy: 0.6396, prior_entropy: 1, recall: 0.6396, relative_absolute_error: 0.9571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4818, root_relative_squared_error: 0.9637, scimark_benchmark: 1265.977, usercpu_time_millis: 61.722, usercpu_time_millis_testing: 3.524, usercpu_time_millis_training: 58.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.716, f_measure: 0.6394, kappa: 0.2792, kb_relative_information_score: 135.6306, mean_absolute_error: 0.4806, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.64, predictive_accuracy: 0.6396, prior_entropy: 1, recall: 0.6396, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4827, root_relative_squared_error: 0.9655, scimark_benchmark: 1278.2848, usercpu_time_millis: 61.788, usercpu_time_millis_testing: 3.174, usercpu_time_millis_training: 58.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6902, f_measure: 0.6287, kappa: 0.2577, kb_relative_information_score: 103.7741, mean_absolute_error: 0.4853, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6291, predictive_accuracy: 0.6288, prior_entropy: 1, recall: 0.6288, relative_absolute_error: 0.9705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9739, scimark_benchmark: 1250.3484, usercpu_time_millis: 23.606, usercpu_time_millis_testing: 1.879, usercpu_time_millis_training: 21.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.6858, kappa: 0.3723, kb_relative_information_score: 235.495, mean_absolute_error: 0.4653, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6871, predictive_accuracy: 0.6862, prior_entropy: 1, recall: 0.6862, relative_absolute_error: 0.9305, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4699, root_relative_squared_error: 0.9398, scimark_benchmark: 1268.2807, usercpu_time_millis: 135.483, usercpu_time_millis_testing: 5.203, usercpu_time_millis_training: 130.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.744, f_measure: 0.6682, kappa: 0.3369, kb_relative_information_score: 197.2402, mean_absolute_error: 0.4712, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6691, predictive_accuracy: 0.6685, prior_entropy: 1, recall: 0.6685, relative_absolute_error: 0.9423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4749, root_relative_squared_error: 0.9499, scimark_benchmark: 1275.0894, usercpu_time_millis: 129.379, usercpu_time_millis_testing: 5.94, usercpu_time_millis_training: 123.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7033, f_measure: 0.6237, kappa: 0.2477, kb_relative_information_score: 113.3464, mean_absolute_error: 0.4839, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6241, predictive_accuracy: 0.6238, prior_entropy: 1, recall: 0.6238, relative_absolute_error: 0.9678, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4856, root_relative_squared_error: 0.9712, scimark_benchmark: 1249.2863, usercpu_time_millis: 131.281, usercpu_time_millis_testing: 6.404, usercpu_time_millis_training: 124.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7104, f_measure: 0.6383, kappa: 0.2769, kb_relative_information_score: 119.7946, mean_absolute_error: 0.4829, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6388, predictive_accuracy: 0.6385, prior_entropy: 1, recall: 0.6385, relative_absolute_error: 0.9659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4847, root_relative_squared_error: 0.9694, scimark_benchmark: 1263.1248, usercpu_time_millis: 168.02, usercpu_time_millis_testing: 8.49, usercpu_time_millis_training: 159.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7014, f_measure: 0.6368, kappa: 0.2738, kb_relative_information_score: 117.8898, mean_absolute_error: 0.4832, 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: 0.9664, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4851, root_relative_squared_error: 0.9702, scimark_benchmark: 1248.6089, usercpu_time_millis: 42.117, usercpu_time_millis_testing: 2.461, usercpu_time_millis_training: 39.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6845, f_measure: 0.6272, kappa: 0.2546, kb_relative_information_score: 69.5921, mean_absolute_error: 0.4903, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6275, predictive_accuracy: 0.6273, prior_entropy: 1, recall: 0.6273, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4911, root_relative_squared_error: 0.9822, scimark_benchmark: 1271.6652, usercpu_time_millis: 145.23, usercpu_time_millis_testing: 9.364, usercpu_time_millis_training: 135.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6006, f_measure: 0.5854, kappa: 0.1708, kb_relative_information_score: 32.6857, mean_absolute_error: 0.4955, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5854, predictive_accuracy: 0.5854, prior_entropy: 1, recall: 0.5854, relative_absolute_error: 0.9909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9923, scimark_benchmark: 1279.0852, usercpu_time_millis: 75.871, usercpu_time_millis_testing: 6.098, usercpu_time_millis_training: 69.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5901, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 77.3697, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5735, predictive_accuracy: 0.5735, prior_entropy: 1, recall: 0.5735, relative_absolute_error: 0.9772, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.494, root_relative_squared_error: 0.988, scimark_benchmark: 1263.7939, usercpu_time_millis: 8.867, usercpu_time_millis_testing: 1.099, usercpu_time_millis_training: 7.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6993, f_measure: 0.6387, kappa: 0.2777, kb_relative_information_score: 103.1307, mean_absolute_error: 0.4854, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.639, predictive_accuracy: 0.6388, prior_entropy: 1, recall: 0.6388, relative_absolute_error: 0.9708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9738, scimark_benchmark: 1249.7246, usercpu_time_millis: 314.914, usercpu_time_millis_testing: 18.088, usercpu_time_millis_training: 296.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7116, f_measure: 0.6483, kappa: 0.2969, kb_relative_information_score: 139.3564, mean_absolute_error: 0.48, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6488, predictive_accuracy: 0.6485, prior_entropy: 1, recall: 0.6485, relative_absolute_error: 0.96, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4825, root_relative_squared_error: 0.9649, scimark_benchmark: 1276.0457, usercpu_time_millis: 127.672, usercpu_time_millis_testing: 6.235, usercpu_time_millis_training: 121.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6772, f_measure: 0.6103, kappa: 0.2208, kb_relative_information_score: 62.7074, mean_absolute_error: 0.4913, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6105, predictive_accuracy: 0.6104, prior_entropy: 1, recall: 0.6104, relative_absolute_error: 0.9826, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.492, root_relative_squared_error: 0.9839, scimark_benchmark: 1268.0174, usercpu_time_millis: 146.702, usercpu_time_millis_testing: 9.82, usercpu_time_millis_training: 136.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7026, f_measure: 0.6272, kappa: 0.2546, kb_relative_information_score: 111.7886, mean_absolute_error: 0.4841, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6275, predictive_accuracy: 0.6273, prior_entropy: 1, recall: 0.6273, relative_absolute_error: 0.9682, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4858, root_relative_squared_error: 0.9716, scimark_benchmark: 1260.3425, usercpu_time_millis: 121.15, usercpu_time_millis_testing: 6.782, usercpu_time_millis_training: 114.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6091, f_measure: 0.5792, kappa: 0.1585, kb_relative_information_score: 8.2527, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5792, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1280.0394, usercpu_time_millis: 11.876, usercpu_time_millis_testing: 1.189, usercpu_time_millis_training: 10.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.685, f_measure: 0.6288, kappa: 0.2577, kb_relative_information_score: 91.7403, mean_absolute_error: 0.487, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6289, predictive_accuracy: 0.6288, prior_entropy: 1, recall: 0.6288, relative_absolute_error: 0.9741, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4884, root_relative_squared_error: 0.9769, scimark_benchmark: 1271.4637, usercpu_time_millis: 77.65, usercpu_time_millis_testing: 5.111, usercpu_time_millis_training: 72.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6749, f_measure: 0.6208, kappa: 0.2415, kb_relative_information_score: 65.4453, mean_absolute_error: 0.4909, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6208, predictive_accuracy: 0.6208, prior_entropy: 1, recall: 0.6208, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4917, root_relative_squared_error: 0.9833, scimark_benchmark: 1259.4537, usercpu_time_millis: 224.504, usercpu_time_millis_testing: 15.481, usercpu_time_millis_training: 209.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6458, f_measure: 0.5996, kappa: 0.1992, kb_relative_information_score: 57.673, mean_absolute_error: 0.4919, 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: 0.9839, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4928, root_relative_squared_error: 0.9857, scimark_benchmark: 1255.9519, usercpu_time_millis: 30.715, usercpu_time_millis_testing: 2.413, usercpu_time_millis_training: 28.302,

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

OpenML bootcamp

From your own software

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

OpenML APIs