OpenML
Supervised Classification on nomao

Supervised Classification on nomao

Task 9977 Supervised Classification nomao 32751 runs submitted
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  • OpenML-CC18 OpenML100 study_123 study_14 study_218 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9433, kappa: 0.8609, kb_relative_information_score: 27488.9612, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9433, predictive_accuracy: 0.9434, prior_entropy: 0.863, recall: 0.9434, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.4484, scimark_benchmark: 1287.7073, usercpu_time_millis: 11674.356, usercpu_time_millis_testing: 0.82, usercpu_time_millis_training: 11673.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9044, kappa: 0.7629, kb_relative_information_score: 18381.6527, mean_absolute_error: 0.2077, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9044, predictive_accuracy: 0.9057, prior_entropy: 0.863, recall: 0.9057, relative_absolute_error: 0.5088, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.6147, scimark_benchmark: 1258.1267, usercpu_time_millis: 12809.283, usercpu_time_millis_testing: 0.752, usercpu_time_millis_training: 12808.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9318, kappa: 0.8302, kb_relative_information_score: 22574.9914, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9331, predictive_accuracy: 0.9331, prior_entropy: 0.863, recall: 0.9331, relative_absolute_error: 0.3843, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.5139, scimark_benchmark: 1264.654, usercpu_time_millis: 8136.523, usercpu_time_millis_testing: 11.948, usercpu_time_millis_training: 8124.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -4.2879, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1840.3077, usercpu_time_millis: 42.916, usercpu_time_millis_testing: 3.177, usercpu_time_millis_training: 39.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.8573, kappa: 0.6533, kb_relative_information_score: 15515.6602, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8589, predictive_accuracy: 0.8561, prior_entropy: 0.863, recall: 0.8561, relative_absolute_error: 0.5743, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.337, root_relative_squared_error: 0.7461, scimark_benchmark: 2123.1295, usercpu_time_millis: 64.106, usercpu_time_millis_testing: 1.197, usercpu_time_millis_training: 62.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9605, kappa: 0.9029, kb_relative_information_score: 28618.2576, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9605, predictive_accuracy: 0.9606, prior_entropy: 0.863, recall: 0.9606, relative_absolute_error: 0.1802, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.3891, scimark_benchmark: 1711.7695, usercpu_time_millis: 188.944, usercpu_time_millis_testing: 2.145, usercpu_time_millis_training: 186.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.8816, kappa: 0.7014, kb_relative_information_score: 13331.4853, mean_absolute_error: 0.2691, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8862, predictive_accuracy: 0.8862, prior_entropy: 0.863, recall: 0.8862, relative_absolute_error: 0.6594, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.324, root_relative_squared_error: 0.7172, scimark_benchmark: 1053.3858, usercpu_time_millis: 199.609, usercpu_time_millis_testing: 14.315, usercpu_time_millis_training: 185.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.8606, kappa: 0.6612, kb_relative_information_score: 16613.7147, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8622, predictive_accuracy: 0.8595, prior_entropy: 0.863, recall: 0.8595, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.7053, scimark_benchmark: 1846.1643, usercpu_time_millis: 23.013, usercpu_time_millis_testing: 0.606, usercpu_time_millis_training: 22.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9633, kappa: 0.9098, kb_relative_information_score: 28845.4877, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9633, predictive_accuracy: 0.9634, prior_entropy: 0.863, recall: 0.9634, relative_absolute_error: 0.1744, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.169, root_relative_squared_error: 0.3741, scimark_benchmark: 1712.6201, usercpu_time_millis: 42.733, usercpu_time_millis_testing: 1.036, usercpu_time_millis_training: 41.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9689, kappa: 0.9238, kb_relative_information_score: 29888.5598, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9689, predictive_accuracy: 0.969, prior_entropy: 0.863, recall: 0.969, relative_absolute_error: 0.1413, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1562, root_relative_squared_error: 0.3459, scimark_benchmark: 1718.7337, usercpu_time_millis: 229.061, usercpu_time_millis_testing: 2.072, usercpu_time_millis_training: 226.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -9.6423, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1706.4641, usercpu_time_millis: 30.061, usercpu_time_millis_testing: 2.904, usercpu_time_millis_training: 27.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9451, kappa: 0.8649, kb_relative_information_score: 26556.8949, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.945, predictive_accuracy: 0.9454, prior_entropy: 0.863, recall: 0.9454, relative_absolute_error: 0.2406, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.4521, scimark_benchmark: 1804.3775, usercpu_time_millis: 29.557, usercpu_time_millis_testing: 0.72, usercpu_time_millis_training: 28.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -2.1121, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1229.6263, usercpu_time_millis: 100.947, usercpu_time_millis_testing: 6.455, usercpu_time_millis_training: 94.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9327, kappa: 0.8324, kb_relative_information_score: 23715.095, mean_absolute_error: 0.1387, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9338, predictive_accuracy: 0.9339, prior_entropy: 0.863, recall: 0.9339, relative_absolute_error: 0.3399, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.5038, scimark_benchmark: 1238.7467, usercpu_time_millis: 188.055, usercpu_time_millis_testing: 9.063, usercpu_time_millis_training: 178.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8669, kappa: 0.6758, kb_relative_information_score: 17233.1394, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8679, predictive_accuracy: 0.8662, prior_entropy: 0.863, recall: 0.8662, relative_absolute_error: 0.5107, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.31, root_relative_squared_error: 0.6862, scimark_benchmark: 1743.0671, usercpu_time_millis: 691.049, usercpu_time_millis_testing: 6.86, usercpu_time_millis_training: 684.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.936, kappa: 0.8427, kb_relative_information_score: 25122.5029, mean_absolute_error: 0.1173, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9359, predictive_accuracy: 0.9362, prior_entropy: 0.863, recall: 0.9362, relative_absolute_error: 0.2875, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.4883, scimark_benchmark: 1283.0774, usercpu_time_millis: 12269.384, usercpu_time_millis_testing: 0.792, usercpu_time_millis_training: 12268.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9393, kappa: 0.851, kb_relative_information_score: 26699.4854, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9392, predictive_accuracy: 0.9395, prior_entropy: 0.863, recall: 0.9395, relative_absolute_error: 0.2325, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.4662, scimark_benchmark: 1288.1642, usercpu_time_millis: 9886.428, usercpu_time_millis_testing: 0.851, usercpu_time_millis_training: 9885.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9703, f_measure: 0.922, kappa: 0.8068, kb_relative_information_score: 19032.9598, mean_absolute_error: 0.1994, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9222, predictive_accuracy: 0.923, prior_entropy: 0.863, recall: 0.923, relative_absolute_error: 0.4887, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.5983, scimark_benchmark: 1278.6491, usercpu_time_millis: 5381.909, usercpu_time_millis_testing: 0.884, usercpu_time_millis_training: 5381.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.9299, kappa: 0.827, kb_relative_information_score: 22027.5652, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9299, predictive_accuracy: 0.9305, prior_entropy: 0.863, recall: 0.9305, relative_absolute_error: 0.3914, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.5404, scimark_benchmark: 1276.9078, usercpu_time_millis: 4192.605, usercpu_time_millis_testing: 0.909, usercpu_time_millis_training: 4191.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9471, kappa: 0.8702, kb_relative_information_score: 27948.4466, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9471, predictive_accuracy: 0.9472, prior_entropy: 0.863, recall: 0.9472, relative_absolute_error: 0.1931, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4342, scimark_benchmark: 1305.1189, usercpu_time_millis: 2552.578, usercpu_time_millis_testing: 0.856, usercpu_time_millis_training: 2551.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9333, kappa: 0.834, kb_relative_information_score: 21721.3279, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9346, predictive_accuracy: 0.9346, prior_entropy: 0.863, recall: 0.9346, relative_absolute_error: 0.4146, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2376, root_relative_squared_error: 0.5259, scimark_benchmark: 1276.3668, usercpu_time_millis: 12289.973, usercpu_time_millis_testing: 17.79, usercpu_time_millis_training: 12272.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.939, kappa: 0.8502, kb_relative_information_score: 26691.5279, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9389, predictive_accuracy: 0.9392, prior_entropy: 0.863, recall: 0.9392, relative_absolute_error: 0.2326, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.4667, scimark_benchmark: 1305.7084, usercpu_time_millis: 4878.53, usercpu_time_millis_testing: 0.782, usercpu_time_millis_training: 4877.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.8513, kappa: 0.619, kb_relative_information_score: 13749.8061, mean_absolute_error: 0.2718, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8768, predictive_accuracy: 0.8641, prior_entropy: 0.863, recall: 0.8641, relative_absolute_error: 0.6661, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3157, root_relative_squared_error: 0.6988, scimark_benchmark: 1288.938, usercpu_time_millis: 3719.625, usercpu_time_millis_testing: 21.914, usercpu_time_millis_training: 3697.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9472, kappa: 0.8705, kb_relative_information_score: 28053.2355, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9472, predictive_accuracy: 0.9473, prior_entropy: 0.863, recall: 0.9473, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.4325, scimark_benchmark: 1318.766, usercpu_time_millis: 9387.468, usercpu_time_millis_testing: 0.879, usercpu_time_millis_training: 9386.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.94, kappa: 0.8526, kb_relative_information_score: 27008.6185, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9399, predictive_accuracy: 0.9401, prior_entropy: 0.863, recall: 0.9401, relative_absolute_error: 0.2219, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.461, scimark_benchmark: 1285.0263, usercpu_time_millis: 5813.144, usercpu_time_millis_testing: 0.849, usercpu_time_millis_training: 5812.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9679, kappa: 0.9213, kb_relative_information_score: 30181.7996, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9679, predictive_accuracy: 0.9679, prior_entropy: 0.863, recall: 0.9679, relative_absolute_error: 0.1291, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.3465, scimark_benchmark: 1309.8531, usercpu_time_millis: 15262.064, usercpu_time_millis_testing: 56.057, usercpu_time_millis_training: 15206.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9189, kappa: 0.7988, kb_relative_information_score: 17805.4179, mean_absolute_error: 0.216, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9191, predictive_accuracy: 0.92, prior_entropy: 0.863, recall: 0.92, relative_absolute_error: 0.5293, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.6209, scimark_benchmark: 1291.9599, usercpu_time_millis: 1891.398, usercpu_time_millis_testing: 0.901, usercpu_time_millis_training: 1890.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.9048, kappa: 0.764, kb_relative_information_score: 20219.0725, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9048, predictive_accuracy: 0.9061, prior_entropy: 0.863, recall: 0.9061, relative_absolute_error: 0.4479, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.5801, scimark_benchmark: 1307.5385, usercpu_time_millis: 4214.713, usercpu_time_millis_testing: 0.913, usercpu_time_millis_training: 4213.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9433, kappa: 0.8597, kb_relative_information_score: 22419.1127, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9435, predictive_accuracy: 0.9439, prior_entropy: 0.863, recall: 0.9439, relative_absolute_error: 0.3975, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.5011, scimark_benchmark: 1280.5817, usercpu_time_millis: 5008.881, usercpu_time_millis_testing: 24.841, usercpu_time_millis_training: 4984.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9295, kappa: 0.8254, kb_relative_information_score: 23082.1857, mean_absolute_error: 0.1465, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9297, predictive_accuracy: 0.9304, prior_entropy: 0.863, recall: 0.9304, relative_absolute_error: 0.3589, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.5124, scimark_benchmark: 1287.9853, usercpu_time_millis: 5410.275, usercpu_time_millis_testing: 14.061, usercpu_time_millis_training: 5396.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9634, kappa: 0.9103, kb_relative_information_score: 29502.3048, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9634, predictive_accuracy: 0.9634, prior_entropy: 0.863, recall: 0.9634, relative_absolute_error: 0.1499, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.3692, scimark_benchmark: 1277.3029, usercpu_time_millis: 8686.945, usercpu_time_millis_testing: 39.118, usercpu_time_millis_training: 8647.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9595, kappa: 0.9007, kb_relative_information_score: 28902.9979, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.863, recall: 0.9596, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.3851, scimark_benchmark: 1308.6515, usercpu_time_millis: 1800.384, usercpu_time_millis_testing: 12.398, usercpu_time_millis_training: 1787.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9396, kappa: 0.8504, kb_relative_information_score: 25565.2622, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9399, predictive_accuracy: 0.9403, prior_entropy: 0.863, recall: 0.9403, relative_absolute_error: 0.2805, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.4661, scimark_benchmark: 1311.4793, usercpu_time_millis: 8304.38, usercpu_time_millis_testing: 14.791, usercpu_time_millis_training: 8289.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9265, kappa: 0.8185, kb_relative_information_score: 21625.1028, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9264, predictive_accuracy: 0.9271, prior_entropy: 0.863, recall: 0.9271, relative_absolute_error: 0.402, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2492, root_relative_squared_error: 0.5517, scimark_benchmark: 1276.3605, usercpu_time_millis: 4460.307, usercpu_time_millis_testing: 0.825, usercpu_time_millis_training: 4459.482,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.8754, kappa: 0.6963, kb_relative_information_score: 17379.2269, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8762, predictive_accuracy: 0.8748, prior_entropy: 0.863, recall: 0.8748, relative_absolute_error: 0.5167, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2965, root_relative_squared_error: 0.6564, scimark_benchmark: 1085.9208, usercpu_time_millis: 11.749, usercpu_time_millis_testing: 0.579, usercpu_time_millis_training: 11.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9334, kappa: 0.8341, kb_relative_information_score: 19999.8861, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.935, predictive_accuracy: 0.9348, prior_entropy: 0.863, recall: 0.9348, relative_absolute_error: 0.466, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.5687, scimark_benchmark: 1842.598, usercpu_time_millis: 270.923, usercpu_time_millis_testing: 18.395, usercpu_time_millis_training: 252.528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9578, kappa: 0.8965, kb_relative_information_score: 28455.8963, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.863, recall: 0.9578, relative_absolute_error: 0.1823, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.401, scimark_benchmark: 1846.1643, usercpu_time_millis: 287.399, usercpu_time_millis_testing: 1.118, usercpu_time_millis_training: 286.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.918, kappa: 0.7939, kb_relative_information_score: 23448.5018, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9226, predictive_accuracy: 0.9207, prior_entropy: 0.863, recall: 0.9207, relative_absolute_error: 0.3445, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2356, root_relative_squared_error: 0.5216, scimark_benchmark: 1084.2422, usercpu_time_millis: 294.801, usercpu_time_millis_testing: 7.84, usercpu_time_millis_training: 286.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9553, kappa: 0.8903, kb_relative_information_score: 27958.75, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9552, predictive_accuracy: 0.9553, prior_entropy: 0.863, recall: 0.9553, relative_absolute_error: 0.1982, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1865, root_relative_squared_error: 0.4128, scimark_benchmark: 1828.2771, usercpu_time_millis: 587.858, usercpu_time_millis_testing: 5.273, usercpu_time_millis_training: 582.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9385, kappa: 0.8488, kb_relative_information_score: 25671.3621, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9384, predictive_accuracy: 0.9387, prior_entropy: 0.863, recall: 0.9387, relative_absolute_error: 0.2697, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.4762, scimark_benchmark: 1299.9119, usercpu_time_millis: 10966.213, usercpu_time_millis_testing: 0.845, usercpu_time_millis_training: 10965.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9398, kappa: 0.851, kb_relative_information_score: 25125.5007, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.94, predictive_accuracy: 0.9405, prior_entropy: 0.863, recall: 0.9405, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.4705, scimark_benchmark: 1297.1892, usercpu_time_millis: 6424.834, usercpu_time_millis_testing: 17.671, usercpu_time_millis_training: 6407.163,
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: 0.9823, f_measure: 0.9334, kappa: 0.8347, kb_relative_information_score: 25034.087, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9339, predictive_accuracy: 0.9343, prior_entropy: 0.863, recall: 0.9343, relative_absolute_error: 0.2889, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.492, scimark_benchmark: 1847.7335, usercpu_time_millis: 1059.976, usercpu_time_millis_testing: 16.215, usercpu_time_millis_training: 1043.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.926, kappa: 0.8168, kb_relative_information_score: 23441.8211, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.926, predictive_accuracy: 0.9268, prior_entropy: 0.863, recall: 0.9268, relative_absolute_error: 0.3406, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2366, root_relative_squared_error: 0.5237, scimark_benchmark: 1276.8954, usercpu_time_millis: 10199.427, usercpu_time_millis_testing: 0.714, usercpu_time_millis_training: 10198.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9345, kappa: 0.8387, kb_relative_information_score: 25572.5717, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9343, predictive_accuracy: 0.9348, prior_entropy: 0.863, recall: 0.9348, relative_absolute_error: 0.2704, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.4877, scimark_benchmark: 1301.5018, usercpu_time_millis: 13007.62, usercpu_time_millis_testing: 0.83, usercpu_time_millis_training: 13006.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9724, kappa: 0.9323, kb_relative_information_score: 31709.0253, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9724, predictive_accuracy: 0.9724, prior_entropy: 0.863, recall: 0.9724, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.15, root_relative_squared_error: 0.3321, scimark_benchmark: 1320.0734, usercpu_time_millis: 8823.39, usercpu_time_millis_testing: 23.396, usercpu_time_millis_training: 8799.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9638, kappa: 0.9113, kb_relative_information_score: 29535.0271, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9638, predictive_accuracy: 0.9638, prior_entropy: 0.863, recall: 0.9638, relative_absolute_error: 0.1496, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1654, root_relative_squared_error: 0.3661, scimark_benchmark: 1313.895, usercpu_time_millis: 6052.218, usercpu_time_millis_testing: 29.752, usercpu_time_millis_training: 6022.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9232, kappa: 0.8088, kb_relative_information_score: 17987.9664, mean_absolute_error: 0.2198, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9241, predictive_accuracy: 0.9245, prior_entropy: 0.863, recall: 0.9245, relative_absolute_error: 0.5385, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.5969, scimark_benchmark: 1287.4915, usercpu_time_millis: 6465.476, usercpu_time_millis_testing: 31.08, usercpu_time_millis_training: 6434.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.9064, kappa: 0.7683, kb_relative_information_score: 20319.7885, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9063, predictive_accuracy: 0.9075, prior_entropy: 0.863, recall: 0.9075, relative_absolute_error: 0.4446, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2609, root_relative_squared_error: 0.5777, scimark_benchmark: 1317.6115, usercpu_time_millis: 1702.875, usercpu_time_millis_testing: 0.927, usercpu_time_millis_training: 1701.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9549, kappa: 0.8893, kb_relative_information_score: 28529.4325, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9549, predictive_accuracy: 0.9551, prior_entropy: 0.863, recall: 0.9551, relative_absolute_error: 0.1793, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.4042, scimark_benchmark: 1285.3377, usercpu_time_millis: 2758.106, usercpu_time_millis_testing: 9.248, usercpu_time_millis_training: 2748.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9591, kappa: 0.8998, kb_relative_information_score: 28801.508, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9591, predictive_accuracy: 0.9592, prior_entropy: 0.863, recall: 0.9592, relative_absolute_error: 0.1727, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.391, scimark_benchmark: 1286.3713, usercpu_time_millis: 18006.737, usercpu_time_millis_testing: 50.599, usercpu_time_millis_training: 17956.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9408, kappa: 0.8539, kb_relative_information_score: 25254.9662, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9408, predictive_accuracy: 0.9412, prior_entropy: 0.863, recall: 0.9412, relative_absolute_error: 0.2896, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.468, scimark_benchmark: 1303.3511, usercpu_time_millis: 3507.014, usercpu_time_millis_testing: 15.451, usercpu_time_millis_training: 3491.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9675, kappa: 0.9204, kb_relative_information_score: 30313.1399, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9675, predictive_accuracy: 0.9675, prior_entropy: 0.863, recall: 0.9675, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.342, scimark_benchmark: 1295.3452, usercpu_time_millis: 5851.676, usercpu_time_millis_testing: 32.262, usercpu_time_millis_training: 5819.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9682, kappa: 0.922, kb_relative_information_score: 31248.1937, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9682, predictive_accuracy: 0.9682, prior_entropy: 0.863, recall: 0.9682, relative_absolute_error: 0.0889, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.3605, scimark_benchmark: 1323.9461, usercpu_time_millis: 15896.054, usercpu_time_millis_testing: 31.519, usercpu_time_millis_training: 15864.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9678, kappa: 0.9211, kb_relative_information_score: 30263.9302, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.863, recall: 0.9678, relative_absolute_error: 0.1269, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.3436, scimark_benchmark: 1284.1139, usercpu_time_millis: 12149.052, usercpu_time_millis_testing: 35.907, usercpu_time_millis_training: 12113.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9465, kappa: 0.8688, kb_relative_information_score: 28032.6178, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9465, predictive_accuracy: 0.9466, prior_entropy: 0.863, recall: 0.9466, relative_absolute_error: 0.1898, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9371, kappa: 0.8454, kb_relative_information_score: 25503.7817, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.937, predictive_accuracy: 0.9374, prior_entropy: 0.863, recall: 0.9374, relative_absolute_error: 0.2748, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.4806, scimark_benchmark: 1313.3149, usercpu_time_millis: 17359.8, usercpu_time_millis_testing: 0.906, usercpu_time_millis_training: 17358.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9391, kappa: 0.8505, kb_relative_information_score: 26585.2862, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.939, predictive_accuracy: 0.9393, prior_entropy: 0.863, recall: 0.9393, relative_absolute_error: 0.2363, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.4685, scimark_benchmark: 1318.0033, usercpu_time_millis: 7357.563, usercpu_time_millis_testing: 0.907, usercpu_time_millis_training: 7356.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9727, kappa: 0.9332, kb_relative_information_score: 31415.753, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9727, predictive_accuracy: 0.9728, prior_entropy: 0.863, recall: 0.9728, relative_absolute_error: 0.0882, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1448, root_relative_squared_error: 0.3205, scimark_benchmark: 1322.7949, usercpu_time_millis: 7069.237, usercpu_time_millis_testing: 15.957, usercpu_time_millis_training: 7053.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9437, kappa: 0.861, kb_relative_information_score: 24773.3371, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9437, predictive_accuracy: 0.9441, prior_entropy: 0.863, recall: 0.9441, relative_absolute_error: 0.3086, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.4714, scimark_benchmark: 1320.3264, usercpu_time_millis: 8185.457, usercpu_time_millis_testing: 35.667, usercpu_time_millis_training: 8149.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9387, kappa: 0.8493, kb_relative_information_score: 26540.0997, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9386, predictive_accuracy: 0.9389, prior_entropy: 0.863, recall: 0.9389, relative_absolute_error: 0.2382, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.4682, scimark_benchmark: 1300.5512, usercpu_time_millis: 429.831, usercpu_time_millis_testing: 0.903, usercpu_time_millis_training: 428.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.969, kappa: 0.9241, kb_relative_information_score: 31016.6982, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 0.863, recall: 0.969, relative_absolute_error: 0.0991, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.155, root_relative_squared_error: 0.3432, scimark_benchmark: 1285.843, usercpu_time_millis: 4099.028, usercpu_time_millis_testing: 21.407, usercpu_time_millis_training: 4077.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9396, kappa: 0.8517, kb_relative_information_score: 26904.3182, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9395, predictive_accuracy: 0.9397, prior_entropy: 0.863, recall: 0.9397, relative_absolute_error: 0.2252, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.4637, scimark_benchmark: 1238.8249, usercpu_time_millis: 9848.688, usercpu_time_millis_testing: 0.869, usercpu_time_millis_training: 9847.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9637, kappa: 0.9111, kb_relative_information_score: 29525.0484, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9637, predictive_accuracy: 0.9638, prior_entropy: 0.863, recall: 0.9638, relative_absolute_error: 0.1505, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.366, scimark_benchmark: 1279.7128, usercpu_time_millis: 7882.318, usercpu_time_millis_testing: 55.129, usercpu_time_millis_training: 7827.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9198, kappa: 0.8027, kb_relative_information_score: 19317.8846, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9196, predictive_accuracy: 0.9201, prior_entropy: 0.863, recall: 0.9201, relative_absolute_error: 0.4783, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.5947, scimark_benchmark: 1309.7572, usercpu_time_millis: 1269.868, usercpu_time_millis_testing: 0.978, usercpu_time_millis_training: 1268.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.969, kappa: 0.9239, kb_relative_information_score: 31174.202, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9689, predictive_accuracy: 0.969, prior_entropy: 0.863, recall: 0.969, relative_absolute_error: 0.093, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.157, root_relative_squared_error: 0.3475, scimark_benchmark: 1315.1017, usercpu_time_millis: 6520.283, usercpu_time_millis_testing: 41.482, usercpu_time_millis_training: 6478.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 0.4252, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1,

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

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Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs