Task
Supervised Classification on pc4

Supervised Classification on pc4

Task 3902 Supervised Classification pc4 112802 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.815, f_measure: 0.8768, kappa: 0.3504, kb_relative_information_score: 278.652, mean_absolute_error: 0.1592, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8818, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.7415, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2837, root_relative_squared_error: 0.8667, scimark_benchmark: 1318.1292, usercpu_time_millis: 4.884, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 4.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8434, f_measure: 0.8359, kappa: 0.0935, kb_relative_information_score: 100.1029, mean_absolute_error: 0.1943, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8552, predictive_accuracy: 0.8813, prior_entropy: 0.5368, recall: 0.8813, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.306, root_relative_squared_error: 0.9346, scimark_benchmark: 1329.0191, usercpu_time_millis: 6.749, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 6.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6574, f_measure: 0.8234, kappa: 0.0167, kb_relative_information_score: 10.6902, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8327, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.983, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.9921, scimark_benchmark: 1331.7834, usercpu_time_millis: 5.578, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 5.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5982, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -74.9643, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9902, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.9975, scimark_benchmark: 1336.6501, usercpu_time_millis: 13.475, usercpu_time_millis_testing: 0.209, usercpu_time_millis_training: 13.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.8925, kappa: 0.4438, kb_relative_information_score: 361.5619, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8957, predictive_accuracy: 0.9067, prior_entropy: 0.5368, recall: 0.9067, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.269, root_relative_squared_error: 0.8217, scimark_benchmark: 1336.7326, usercpu_time_millis: 3.875, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 3.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.8724, kappa: 0.3288, kb_relative_information_score: 264.4978, mean_absolute_error: 0.1566, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8746, predictive_accuracy: 0.893, prior_entropy: 0.5368, recall: 0.893, relative_absolute_error: 0.7293, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.8561, scimark_benchmark: 1336.9828, usercpu_time_millis: 7.799, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 7.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.895, kappa: 0.4587, kb_relative_information_score: 375.0029, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8975, predictive_accuracy: 0.9081, prior_entropy: 0.5368, recall: 0.9081, relative_absolute_error: 0.6399, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2651, root_relative_squared_error: 0.8099, scimark_benchmark: 1311.4924, usercpu_time_millis: 3.084, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 3.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.9002, kappa: 0.4808, kb_relative_information_score: 385.2529, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9077, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6404, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.7847, scimark_benchmark: 1341.0404, usercpu_time_millis: 5.328, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 5.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.484, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -2.8274, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3288, root_relative_squared_error: 1.0043, scimark_benchmark: 1324.1099, usercpu_time_millis: 4.57, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 4.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.8534, kappa: 0.2225, kb_relative_information_score: 148.9633, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8495, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.8104, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2977, root_relative_squared_error: 0.9093, scimark_benchmark: 1343.4293, usercpu_time_millis: 13.524, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 13.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.8948, kappa: 0.4468, kb_relative_information_score: 360.7088, mean_absolute_error: 0.1405, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9058, predictive_accuracy: 0.9115, prior_entropy: 0.5368, recall: 0.9115, relative_absolute_error: 0.6543, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.7921, scimark_benchmark: 1315.5033, usercpu_time_millis: 372.242, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 372.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6071, f_measure: 0.8267, kappa: 0.0358, kb_relative_information_score: 27.1127, mean_absolute_error: 0.2102, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8541, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9786, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.325, root_relative_squared_error: 0.9928, scimark_benchmark: 1320.171, usercpu_time_millis: 4.132, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 4.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.8988, kappa: 0.4716, kb_relative_information_score: 385.4256, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9073, predictive_accuracy: 0.9136, prior_entropy: 0.5368, recall: 0.9136, relative_absolute_error: 0.6407, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.7834, scimark_benchmark: 1309.775, usercpu_time_millis: 6.054, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 5.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8991, kappa: 0.4699, kb_relative_information_score: 381.0755, mean_absolute_error: 0.1382, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9112, predictive_accuracy: 0.915, prior_entropy: 0.5368, recall: 0.915, relative_absolute_error: 0.6438, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.7836, scimark_benchmark: 1324.8448, usercpu_time_millis: 8.377, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 8.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9058, f_measure: 0.895, kappa: 0.4445, kb_relative_information_score: 356.0477, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9103, predictive_accuracy: 0.9129, prior_entropy: 0.5368, recall: 0.9129, relative_absolute_error: 0.6621, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.7893, scimark_benchmark: 1316.0962, usercpu_time_millis: 11.669, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 11.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, f_measure: 0.8283, kappa: 0.0452, kb_relative_information_score: 32.0161, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8604, predictive_accuracy: 0.88, prior_entropy: 0.5368, recall: 0.88, relative_absolute_error: 0.9749, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.9914, scimark_benchmark: 1339.4606, usercpu_time_millis: 4.295, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 4.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8922, f_measure: 0.8931, kappa: 0.4525, kb_relative_information_score: 387.8828, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8935, predictive_accuracy: 0.9054, prior_entropy: 0.5368, recall: 0.9054, relative_absolute_error: 0.6489, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.8271, scimark_benchmark: 1337.5657, usercpu_time_millis: 5.279, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 5.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.903, f_measure: 0.8989, kappa: 0.4708, kb_relative_information_score: 371.2157, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9091, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6508, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.7901, scimark_benchmark: 1321.4258, usercpu_time_millis: 5.497, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 5.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.8955, kappa: 0.4611, kb_relative_information_score: 378.6378, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8985, predictive_accuracy: 0.9088, prior_entropy: 0.5368, recall: 0.9088, relative_absolute_error: 0.6366, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.8087, scimark_benchmark: 1320.1738, usercpu_time_millis: 3.341, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 3.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.8446, kappa: 0.1453, kb_relative_information_score: 199.3593, mean_absolute_error: 0.1845, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8697, predictive_accuracy: 0.8855, prior_entropy: 0.5368, recall: 0.8855, relative_absolute_error: 0.8589, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2977, root_relative_squared_error: 0.9095, scimark_benchmark: 1322.2321, usercpu_time_millis: 4.806, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 4.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6199, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: -139.9681, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8531, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.324, root_relative_squared_error: 0.9895, scimark_benchmark: 1339.9603, usercpu_time_millis: 13.429, usercpu_time_millis_testing: 0.211, usercpu_time_millis_training: 13.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5513, f_measure: 0.8225, kappa: 0.0098, kb_relative_information_score: 13.8023, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8933, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9921, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.326, root_relative_squared_error: 0.9957, scimark_benchmark: 1333.454, usercpu_time_millis: 5.103, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 5.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.8868, kappa: 0.4134, kb_relative_information_score: 342.1348, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8886, predictive_accuracy: 0.9019, prior_entropy: 0.5368, recall: 0.9019, relative_absolute_error: 0.6751, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2733, root_relative_squared_error: 0.8347, scimark_benchmark: 1316.6502, usercpu_time_millis: 7.621, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 7.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8221, f_measure: 0.8716, kappa: 0.3066, kb_relative_information_score: 303.2372, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.894, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.7936, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.8791, scimark_benchmark: 1317.0744, usercpu_time_millis: 4.315, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 4.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.8851, kappa: 0.4066, kb_relative_information_score: 377.4133, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8856, predictive_accuracy: 0.8999, prior_entropy: 0.5368, recall: 0.8999, relative_absolute_error: 0.6545, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2664, root_relative_squared_error: 0.8137, scimark_benchmark: 1338.227, usercpu_time_millis: 5.804, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 5.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.646, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: -151.274, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8531, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9666, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9837, scimark_benchmark: 1338.9655, usercpu_time_millis: 15.039, usercpu_time_millis_testing: 0.239, usercpu_time_millis_training: 14.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.623, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -110.9179, mean_absolute_error: 0.2107, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9812, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.9912, scimark_benchmark: 1339.6273, usercpu_time_millis: 13.962, usercpu_time_millis_testing: 0.219, usercpu_time_millis_training: 13.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6032, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -80.8315, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9893, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.9969, scimark_benchmark: 1334.5615, usercpu_time_millis: 13.337, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 13.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9064, f_measure: 0.8931, kappa: 0.4382, kb_relative_information_score: 390.7188, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9035, predictive_accuracy: 0.9102, prior_entropy: 0.5368, recall: 0.9102, relative_absolute_error: 0.6621, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.7936, scimark_benchmark: 1351.2528, usercpu_time_millis: 5.549, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 5.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.903, f_measure: 0.8961, kappa: 0.4635, kb_relative_information_score: 375.5007, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8996, predictive_accuracy: 0.9095, prior_entropy: 0.5368, recall: 0.9095, relative_absolute_error: 0.6383, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.8066, scimark_benchmark: 1326.2389, usercpu_time_millis: 3.429, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 3.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7665, f_measure: 0.827, kappa: 0.0373, kb_relative_information_score: 53.7078, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8705, predictive_accuracy: 0.88, prior_entropy: 0.5368, recall: 0.88, relative_absolute_error: 0.9619, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3202, root_relative_squared_error: 0.9781, scimark_benchmark: 1326.8398, usercpu_time_millis: 5.9, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 5.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4758, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -2.923, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3288, root_relative_squared_error: 1.0043, scimark_benchmark: 1325.0867, usercpu_time_millis: 4.562, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 4.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8943, kappa: 0.4432, kb_relative_information_score: 366.6293, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9064, predictive_accuracy: 0.9115, prior_entropy: 0.5368, recall: 0.9115, relative_absolute_error: 0.6513, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.79, scimark_benchmark: 1319.4665, usercpu_time_millis: 39.364, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 39.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.8989, kappa: 0.4708, kb_relative_information_score: 382.1554, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9091, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6411, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.7827, scimark_benchmark: 1329.5198, usercpu_time_millis: 6.271, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 6.202,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.8933, kappa: 0.4358, kb_relative_information_score: 338.8323, mean_absolute_error: 0.1441, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9079, predictive_accuracy: 0.9115, prior_entropy: 0.5368, recall: 0.9115, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2614, root_relative_squared_error: 0.7984, scimark_benchmark: 1316.5775, usercpu_time_millis: 429.115, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 429.045,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8574, f_measure: 0.8581, kappa: 0.2427, kb_relative_information_score: 149.1033, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8592, predictive_accuracy: 0.8848, prior_entropy: 0.5368, recall: 0.8848, relative_absolute_error: 0.7882, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.8944, scimark_benchmark: 1309.0296, usercpu_time_millis: 11.469, usercpu_time_millis_testing: 0.442, usercpu_time_millis_training: 11.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8407, f_measure: 0.8704, kappa: 0.2994, kb_relative_information_score: 308.9874, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.893, predictive_accuracy: 0.8985, prior_entropy: 0.5368, recall: 0.8985, relative_absolute_error: 0.7851, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.287, root_relative_squared_error: 0.8765, scimark_benchmark: 1310.5415, usercpu_time_millis: 3.701, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 3.622,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7857, f_measure: 0.8688, kappa: 0.2928, kb_relative_information_score: 274.951, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8863, predictive_accuracy: 0.8964, prior_entropy: 0.5368, recall: 0.8964, relative_absolute_error: 0.8138, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2921, root_relative_squared_error: 0.8923, scimark_benchmark: 1304.9997, usercpu_time_millis: 3.924, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 3.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5964, f_measure: 0.8267, kappa: 0.0358, kb_relative_information_score: 25.2713, mean_absolute_error: 0.2112, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8541, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.9941, scimark_benchmark: 1311.9768, usercpu_time_millis: 4.137, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 4.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.8963, kappa: 0.4563, kb_relative_information_score: 365.287, mean_absolute_error: 0.1395, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9061, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6496, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.7898, scimark_benchmark: 1335.8041, usercpu_time_millis: 81.147, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 81.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.8935, kappa: 0.4496, kb_relative_information_score: 365.4664, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8966, predictive_accuracy: 0.9074, prior_entropy: 0.5368, recall: 0.9074, relative_absolute_error: 0.6507, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2683, root_relative_squared_error: 0.8194, scimark_benchmark: 1336.3341, usercpu_time_millis: 3.33, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 3.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7457, f_measure: 0.838, kappa: 0.1077, kb_relative_information_score: 144.3704, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8527, predictive_accuracy: 0.8813, prior_entropy: 0.5368, recall: 0.8813, relative_absolute_error: 0.9044, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3107, root_relative_squared_error: 0.9489, scimark_benchmark: 1313.4751, usercpu_time_millis: 3.879, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 3.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8997, kappa: 0.4725, kb_relative_information_score: 357.1896, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9127, predictive_accuracy: 0.9156, prior_entropy: 0.5368, recall: 0.9156, relative_absolute_error: 0.6572, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.7878, scimark_benchmark: 1332.1741, usercpu_time_millis: 18.416, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 18.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.8963, kappa: 0.4563, kb_relative_information_score: 365.8041, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9061, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6493, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.7899, scimark_benchmark: 1342.5261, usercpu_time_millis: 110.277, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 110.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.8977, kappa: 0.4716, kb_relative_information_score: 369.9351, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9016, predictive_accuracy: 0.9108, prior_entropy: 0.5368, recall: 0.9108, relative_absolute_error: 0.6426, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2618, root_relative_squared_error: 0.7998, scimark_benchmark: 1314.0356, usercpu_time_millis: 3.484, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 3.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7901, f_measure: 0.8305, kappa: 0.0664, kb_relative_information_score: -72.4718, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.827, predictive_accuracy: 0.8759, prior_entropy: 0.5368, recall: 0.8759, relative_absolute_error: 0.9301, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9738, scimark_benchmark: 1335.3101, usercpu_time_millis: 14.638, usercpu_time_millis_testing: 0.338, usercpu_time_millis_training: 14.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7225, f_measure: 0.8384, kappa: 0.1093, kb_relative_information_score: 126.0767, mean_absolute_error: 0.196, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8565, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.9127, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3121, root_relative_squared_error: 0.9533, scimark_benchmark: 1308.5409, usercpu_time_millis: 3.974, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 3.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9037, f_measure: 0.8935, kappa: 0.4496, kb_relative_information_score: 369.4562, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8966, predictive_accuracy: 0.9074, prior_entropy: 0.5368, recall: 0.9074, relative_absolute_error: 0.6454, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.8144, scimark_benchmark: 1331.5182, usercpu_time_millis: 3.28, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 3.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.886, kappa: 0.4138, kb_relative_information_score: -288.8339, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8857, predictive_accuracy: 0.8999, prior_entropy: 0.5368, recall: 0.8999, relative_absolute_error: 0.926, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2884, root_relative_squared_error: 0.881, scimark_benchmark: 1332.3147, usercpu_time_millis: 3.821, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 3.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.8951, kappa: 0.4577, kb_relative_information_score: 374.0912, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8986, predictive_accuracy: 0.9088, prior_entropy: 0.5368, recall: 0.9088, relative_absolute_error: 0.6431, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.8118, scimark_benchmark: 1321.3079, usercpu_time_millis: 3.145, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 3.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8111, f_measure: 0.8318, kappa: 0.0683, kb_relative_information_score: 43.0957, mean_absolute_error: 0.1993, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8498, predictive_accuracy: 0.88, prior_entropy: 0.5368, recall: 0.88, relative_absolute_error: 0.9279, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3114, root_relative_squared_error: 0.9511, scimark_benchmark: 1334.6838, usercpu_time_millis: 8.104, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 8.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6138, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -97.8861, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.9947, scimark_benchmark: 1328.1396, usercpu_time_millis: 13.203, usercpu_time_millis_testing: 0.216, usercpu_time_millis_training: 12.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7937, f_measure: 0.8321, kappa: 0.0726, kb_relative_information_score: -98.9875, mean_absolute_error: 0.2007, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8396, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9348, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3171, root_relative_squared_error: 0.9686, scimark_benchmark: 1308.7598, usercpu_time_millis: 13.25, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 13.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8268, f_measure: 0.8679, kappa: 0.2848, kb_relative_information_score: 291.7783, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.891, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.796, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.29, root_relative_squared_error: 0.8857, scimark_benchmark: 1316.8563, usercpu_time_millis: 3.875, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 3.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.8935, kappa: 0.4496, kb_relative_information_score: 366.5565, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8966, predictive_accuracy: 0.9074, prior_entropy: 0.5368, recall: 0.9074, relative_absolute_error: 0.645, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.8168, scimark_benchmark: 1331.9452, usercpu_time_millis: 3.158, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 3.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.8944, kappa: 0.45, kb_relative_information_score: 365.8006, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9005, predictive_accuracy: 0.9095, prior_entropy: 0.5368, recall: 0.9095, relative_absolute_error: 0.65, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2623, root_relative_squared_error: 0.8011, scimark_benchmark: 1336.7831, usercpu_time_millis: 3.374, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 3.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6294, f_measure: 0.8267, kappa: 0.0358, kb_relative_information_score: 22.981, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8541, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9814, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.9951, scimark_benchmark: 1323.062, usercpu_time_millis: 4.477, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 4.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8989, kappa: 0.4708, kb_relative_information_score: 384.7671, mean_absolute_error: 0.1378, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9091, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6415, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.7829, scimark_benchmark: 1317.4822, usercpu_time_millis: 7.853, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 7.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7265, f_measure: 0.8291, kappa: 0.0515, kb_relative_information_score: 43.6624, mean_absolute_error: 0.207, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8469, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.964, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9861, scimark_benchmark: 1326.2257, usercpu_time_millis: 3.606, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 3.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6919, f_measure: 0.8256, kappa: 0.0314, kb_relative_information_score: -131.3525, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8268, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9533, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3211, root_relative_squared_error: 0.9807, scimark_benchmark: 1318.6127, usercpu_time_millis: 16.163, usercpu_time_millis_testing: 0.229, usercpu_time_millis_training: 15.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -120.078, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9865, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.9954, scimark_benchmark: 1327.063, usercpu_time_millis: 13.17, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 12.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7441, f_measure: 0.8291, kappa: 0.0515, kb_relative_information_score: 57.2397, mean_absolute_error: 0.2055, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8469, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.957, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.9827, scimark_benchmark: 1312.8006, usercpu_time_millis: 4.039, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 3.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5778, f_measure: 0.8251, kappa: 0.0263, kb_relative_information_score: 20.7854, mean_absolute_error: 0.2114, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8454, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.995, scimark_benchmark: 1300.0547, usercpu_time_millis: 3.993, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 3.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.899, kappa: 0.4757, kb_relative_information_score: 417.6222, mean_absolute_error: 0.1355, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9052, predictive_accuracy: 0.9129, prior_entropy: 0.5368, recall: 0.9129, relative_absolute_error: 0.6308, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2573, root_relative_squared_error: 0.786, scimark_benchmark: 1322.7764, usercpu_time_millis: 4.19, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 4.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.8955, kappa: 0.4611, kb_relative_information_score: 377.9702, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8985, predictive_accuracy: 0.9088, prior_entropy: 0.5368, recall: 0.9088, relative_absolute_error: 0.6386, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.8087, scimark_benchmark: 1343.9568, usercpu_time_millis: 3.215, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 3.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.555, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -58.3457, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9883, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.9977, scimark_benchmark: 1313.0142, usercpu_time_millis: 5.249, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 5.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6772, f_measure: 0.8267, kappa: 0.0358, kb_relative_information_score: -120.7707, mean_absolute_error: 0.207, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8541, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.964, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.982, scimark_benchmark: 1319.5437, usercpu_time_millis: 14.88, usercpu_time_millis_testing: 0.236, usercpu_time_millis_training: 14.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8963, kappa: 0.4626, kb_relative_information_score: 378.1913, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9009, predictive_accuracy: 0.9102, prior_entropy: 0.5368, recall: 0.9102, relative_absolute_error: 0.6391, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2623, root_relative_squared_error: 0.8012, scimark_benchmark: 1312.0652, usercpu_time_millis: 3.194, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 3.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7637, f_measure: 0.8621, kappa: 0.2495, kb_relative_information_score: 237.1522, mean_absolute_error: 0.1809, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8883, predictive_accuracy: 0.8944, prior_entropy: 0.5368, recall: 0.8944, relative_absolute_error: 0.8424, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.9088, scimark_benchmark: 1331.0585, usercpu_time_millis: 3.487, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 3.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.8946, kappa: 0.4479, kb_relative_information_score: 374.9806, mean_absolute_error: 0.143, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9038, predictive_accuracy: 0.9108, prior_entropy: 0.5368, recall: 0.9108, relative_absolute_error: 0.666, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.7995, scimark_benchmark: 1304.0282, usercpu_time_millis: 5.561, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 5.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5922, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -74.8254, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9902, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.9976, scimark_benchmark: 1334.0603, usercpu_time_millis: 12.709, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 12.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8958, kappa: 0.4528, kb_relative_information_score: 362.6763, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9066, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6528, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.7869, scimark_benchmark: 1334.3726, usercpu_time_millis: 14.181, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 14.111,

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