Task
Supervised Classification on ada_agnostic

Supervised Classification on ada_agnostic

Task 3896 Supervised Classification ada_agnostic 102456 runs submitted
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  • OpenML100 study_1 study_123 study_14 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8885, f_measure: 0.8447, kappa: 0.5721, kb_relative_information_score: 1907.7182, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8438, predictive_accuracy: 0.8498, prior_entropy: 0.8085, recall: 0.8498, relative_absolute_error: 0.5527, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3295, root_relative_squared_error: 0.7628, scimark_benchmark: 1304.8802, usercpu_time_millis: 61.852, usercpu_time_millis_testing: 1.104, usercpu_time_millis_training: 60.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8463, kappa: 0.5751, kb_relative_information_score: 1872.0487, mean_absolute_error: 0.2123, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8461, predictive_accuracy: 0.8523, prior_entropy: 0.8085, recall: 0.8523, relative_absolute_error: 0.5688, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7507, scimark_benchmark: 1294.6043, usercpu_time_millis: 29.817, usercpu_time_millis_testing: 1.066, usercpu_time_millis_training: 28.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.8482, kappa: 0.5792, kb_relative_information_score: 1782.0667, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8489, predictive_accuracy: 0.8549, prior_entropy: 0.8085, recall: 0.8549, relative_absolute_error: 0.5959, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.7499, scimark_benchmark: 1307.2866, usercpu_time_millis: 203.675, usercpu_time_millis_testing: 14.087, usercpu_time_millis_training: 189.588,
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: 0.8983, f_measure: 0.8399, kappa: 0.5498, kb_relative_information_score: 1456.4885, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8463, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.673, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3345, root_relative_squared_error: 0.7745, scimark_benchmark: 1284.1767, usercpu_time_millis: 77.765, usercpu_time_millis_testing: 7.232, usercpu_time_millis_training: 70.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8404, kappa: 0.559, kb_relative_information_score: 1890.9676, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8399, predictive_accuracy: 0.8466, prior_entropy: 0.8085, recall: 0.8466, relative_absolute_error: 0.5635, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7515, scimark_benchmark: 1280.7269, usercpu_time_millis: 211.671, usercpu_time_millis_testing: 4.886, usercpu_time_millis_training: 206.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.8461, kappa: 0.5705, kb_relative_information_score: 1639.9566, mean_absolute_error: 0.2356, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.849, predictive_accuracy: 0.8547, prior_entropy: 0.8085, recall: 0.8547, relative_absolute_error: 0.6313, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.7576, scimark_benchmark: 1306.2918, usercpu_time_millis: 86.648, usercpu_time_millis_testing: 5.467, usercpu_time_millis_training: 81.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.8387, kappa: 0.5569, kb_relative_information_score: 1913.8241, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8373, predictive_accuracy: 0.8435, prior_entropy: 0.8085, recall: 0.8435, relative_absolute_error: 0.5479, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3334, root_relative_squared_error: 0.7719, scimark_benchmark: 1305.9328, usercpu_time_millis: 514.801, usercpu_time_millis_testing: 12.827, usercpu_time_millis_training: 501.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.8443, kappa: 0.5699, kb_relative_information_score: 1921.8847, mean_absolute_error: 0.2052, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8437, predictive_accuracy: 0.8501, prior_entropy: 0.8085, recall: 0.8501, relative_absolute_error: 0.5498, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.7604, scimark_benchmark: 1287.4569, usercpu_time_millis: 49.037, usercpu_time_millis_testing: 1.357, usercpu_time_millis_training: 47.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.6495, kappa: 0.0106, kb_relative_information_score: 616.0146, mean_absolute_error: 0.3247, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8144, predictive_accuracy: 0.7536, prior_entropy: 0.8085, recall: 0.7536, relative_absolute_error: 0.8701, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.8871, scimark_benchmark: 1311.3357, usercpu_time_millis: 37.727, usercpu_time_millis_testing: 3.788, usercpu_time_millis_training: 33.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.899, f_measure: 0.8455, kappa: 0.5728, kb_relative_information_score: 1834.4127, mean_absolute_error: 0.2165, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8453, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.5802, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7498, scimark_benchmark: 1310.8044, usercpu_time_millis: 305.097, usercpu_time_millis_testing: 15.614, usercpu_time_millis_training: 289.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.8362, kappa: 0.5379, kb_relative_information_score: 1393.1809, mean_absolute_error: 0.2567, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8448, predictive_accuracy: 0.849, prior_entropy: 0.8085, recall: 0.849, relative_absolute_error: 0.6879, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3376, root_relative_squared_error: 0.7815, scimark_benchmark: 1311.5974, usercpu_time_millis: 90.618, usercpu_time_millis_testing: 7.908, usercpu_time_millis_training: 82.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.846, kappa: 0.5741, kb_relative_information_score: 1847.9363, mean_absolute_error: 0.2151, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8458, predictive_accuracy: 0.852, prior_entropy: 0.8085, recall: 0.852, relative_absolute_error: 0.5765, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.7506, scimark_benchmark: 1308.2083, usercpu_time_millis: 328.022, usercpu_time_millis_testing: 13.334, usercpu_time_millis_training: 314.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8452, kappa: 0.5718, kb_relative_information_score: 1799.3093, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8451, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.5892, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.326, root_relative_squared_error: 0.7547, scimark_benchmark: 1290.2237, usercpu_time_millis: 97.856, usercpu_time_millis_testing: 4.06, usercpu_time_millis_training: 93.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.8348, kappa: 0.5467, kb_relative_information_score: 1901.492, mean_absolute_error: 0.2035, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8331, predictive_accuracy: 0.8393, prior_entropy: 0.8085, recall: 0.8393, relative_absolute_error: 0.5453, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.7841, scimark_benchmark: 1287.1841, usercpu_time_millis: 116.249, usercpu_time_millis_testing: 1.969, usercpu_time_millis_training: 114.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8847, f_measure: 0.8379, kappa: 0.555, kb_relative_information_score: 1907.2931, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8365, predictive_accuracy: 0.8426, prior_entropy: 0.8085, recall: 0.8426, relative_absolute_error: 0.5472, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.7758, scimark_benchmark: 1309.7076, usercpu_time_millis: 159.114, usercpu_time_millis_testing: 3.599, usercpu_time_millis_training: 155.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.8429, kappa: 0.5658, kb_relative_information_score: 1902.3665, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8425, predictive_accuracy: 0.849, prior_entropy: 0.8085, recall: 0.849, relative_absolute_error: 0.5615, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7497, scimark_benchmark: 1285.8553, usercpu_time_millis: 378.67, usercpu_time_millis_testing: 14.353, usercpu_time_millis_training: 364.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.843, kappa: 0.5664, kb_relative_information_score: 1906.6907, mean_absolute_error: 0.2078, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8423, predictive_accuracy: 0.8488, prior_entropy: 0.8085, recall: 0.8488, relative_absolute_error: 0.5568, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.326, root_relative_squared_error: 0.7548, scimark_benchmark: 1319.0297, usercpu_time_millis: 1127.118, usercpu_time_millis_testing: 20.715, usercpu_time_millis_training: 1106.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.8451, kappa: 0.5731, kb_relative_information_score: 1894.7418, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8442, predictive_accuracy: 0.8503, prior_entropy: 0.8085, recall: 0.8503, relative_absolute_error: 0.5608, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.7546, scimark_benchmark: 1289.6429, usercpu_time_millis: 63.458, usercpu_time_millis_testing: 1.626, usercpu_time_millis_training: 61.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8903, f_measure: 0.8422, kappa: 0.5657, kb_relative_information_score: 1919.9406, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8411, predictive_accuracy: 0.8472, prior_entropy: 0.8085, recall: 0.8472, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.7652, scimark_benchmark: 1286.0221, usercpu_time_millis: 631.284, usercpu_time_millis_testing: 18.087, usercpu_time_millis_training: 613.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.8452, kappa: 0.5721, kb_relative_information_score: 1865.99, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8449, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.5709, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.7507, scimark_benchmark: 1306.6027, usercpu_time_millis: 460.315, usercpu_time_millis_testing: 13.398, usercpu_time_millis_training: 446.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.8466, kappa: 0.5759, kb_relative_information_score: 1875.4203, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8463, predictive_accuracy: 0.8525, prior_entropy: 0.8085, recall: 0.8525, relative_absolute_error: 0.5691, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.749, scimark_benchmark: 1301.918, usercpu_time_millis: 247.601, usercpu_time_millis_testing: 8.252, usercpu_time_millis_training: 239.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8405, kappa: 0.5589, kb_relative_information_score: 1882.7931, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.84, predictive_accuracy: 0.8468, prior_entropy: 0.8085, recall: 0.8468, relative_absolute_error: 0.5656, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.7521, scimark_benchmark: 1308.1046, usercpu_time_millis: 525.275, usercpu_time_millis_testing: 12.246, usercpu_time_millis_training: 513.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.8456, kappa: 0.5734, kb_relative_information_score: 1873.1896, mean_absolute_error: 0.2126, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8454, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.5698, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.7489, scimark_benchmark: 1290.6661, usercpu_time_millis: 74.373, usercpu_time_millis_testing: 2.976, usercpu_time_millis_training: 71.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.8452, kappa: 0.5715, kb_relative_information_score: 1849.9004, mean_absolute_error: 0.2151, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8453, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.5765, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.7483, scimark_benchmark: 1305.0085, usercpu_time_millis: 325.474, usercpu_time_millis_testing: 15.496, usercpu_time_millis_training: 309.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8434, kappa: 0.5687, kb_relative_information_score: 1914.1495, mean_absolute_error: 0.207, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8424, predictive_accuracy: 0.8485, prior_entropy: 0.8085, recall: 0.8485, relative_absolute_error: 0.5547, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.7573, scimark_benchmark: 1292.3135, usercpu_time_millis: 360.141, usercpu_time_millis_testing: 12.087, usercpu_time_millis_training: 348.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, f_measure: 0.8431, kappa: 0.5666, kb_relative_information_score: 1903.5193, mean_absolute_error: 0.2087, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8425, predictive_accuracy: 0.849, prior_entropy: 0.8085, recall: 0.849, relative_absolute_error: 0.5592, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.7521, scimark_benchmark: 1291.8635, usercpu_time_millis: 610.131, usercpu_time_millis_testing: 12.211, usercpu_time_millis_training: 597.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.842, kappa: 0.564, kb_relative_information_score: 1934.6313, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8412, predictive_accuracy: 0.8477, prior_entropy: 0.8085, recall: 0.8477, relative_absolute_error: 0.5481, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.7583, scimark_benchmark: 1307.635, usercpu_time_millis: 453.355, usercpu_time_millis_testing: 8.687, usercpu_time_millis_training: 444.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.8452, kappa: 0.5718, kb_relative_information_score: 1805.763, mean_absolute_error: 0.2191, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8451, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.587, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.754, scimark_benchmark: 1280.2839, usercpu_time_millis: 33.926, usercpu_time_millis_testing: 1.291, usercpu_time_millis_training: 32.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8495, kappa: 0.5828, kb_relative_information_score: 1799.415, mean_absolute_error: 0.2208, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8501, predictive_accuracy: 0.856, prior_entropy: 0.8085, recall: 0.856, relative_absolute_error: 0.5917, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.749, scimark_benchmark: 1283.8995, usercpu_time_millis: 121.807, usercpu_time_millis_testing: 7.752, usercpu_time_millis_training: 114.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.8428, kappa: 0.5653, kb_relative_information_score: 1905.9636, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8424, predictive_accuracy: 0.849, prior_entropy: 0.8085, recall: 0.849, relative_absolute_error: 0.5576, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.7543, scimark_benchmark: 1299.6978, usercpu_time_millis: 363.299, usercpu_time_millis_testing: 6.682, usercpu_time_millis_training: 356.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8954, f_measure: 0.8416, kappa: 0.5633, kb_relative_information_score: 1918.3065, mean_absolute_error: 0.2071, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8408, predictive_accuracy: 0.8472, prior_entropy: 0.8085, recall: 0.8472, relative_absolute_error: 0.5549, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.753, scimark_benchmark: 1308.4541, usercpu_time_millis: 144.377, usercpu_time_millis_testing: 4.115, usercpu_time_millis_training: 140.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.8429, kappa: 0.5668, kb_relative_information_score: 1899.1129, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8422, predictive_accuracy: 0.8485, prior_entropy: 0.8085, recall: 0.8485, relative_absolute_error: 0.559, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.326, root_relative_squared_error: 0.7548, scimark_benchmark: 1315.7766, usercpu_time_millis: 832.098, usercpu_time_millis_testing: 17.823, usercpu_time_millis_training: 814.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, f_measure: 0.8439, kappa: 0.5695, kb_relative_information_score: 1930.321, mean_absolute_error: 0.2048, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8432, predictive_accuracy: 0.8494, prior_entropy: 0.8085, recall: 0.8494, relative_absolute_error: 0.5489, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.7588, scimark_benchmark: 1285.6514, usercpu_time_millis: 494.301, usercpu_time_millis_testing: 10.598, usercpu_time_millis_training: 483.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8879, f_measure: 0.8397, kappa: 0.5597, kb_relative_information_score: 1917.0652, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8383, predictive_accuracy: 0.8444, prior_entropy: 0.8085, recall: 0.8444, relative_absolute_error: 0.5482, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3326, root_relative_squared_error: 0.7699, scimark_benchmark: 1290.0547, usercpu_time_millis: 806.345, usercpu_time_millis_testing: 19.022, usercpu_time_millis_training: 787.323,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.8485, kappa: 0.5809, kb_relative_information_score: 1801.7136, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8487, predictive_accuracy: 0.8547, prior_entropy: 0.8085, recall: 0.8547, relative_absolute_error: 0.5886, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.7494, scimark_benchmark: 1847.3406, usercpu_time_millis: 12.229, usercpu_time_millis_testing: 0.92, usercpu_time_millis_training: 11.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8816, f_measure: 0.8353, kappa: 0.5438, kb_relative_information_score: 1527.4638, mean_absolute_error: 0.2434, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8348, predictive_accuracy: 0.8422, prior_entropy: 0.8085, recall: 0.8422, relative_absolute_error: 0.6523, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.7856, scimark_benchmark: 1840.6983, usercpu_time_millis: 11.468, usercpu_time_millis_testing: 0.576, usercpu_time_millis_training: 10.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.8462, kappa: 0.574, kb_relative_information_score: 1849.5248, mean_absolute_error: 0.2153, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8465, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.5769, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.7484, scimark_benchmark: 1297.3248, usercpu_time_millis: 95.754, usercpu_time_millis_testing: 4.703, usercpu_time_millis_training: 91.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, f_measure: 0.8425, kappa: 0.5646, kb_relative_information_score: 1903.8502, mean_absolute_error: 0.2085, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.842, predictive_accuracy: 0.8485, prior_entropy: 0.8085, recall: 0.8485, relative_absolute_error: 0.5586, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.7527, scimark_benchmark: 1277.0007, usercpu_time_millis: 551.283, usercpu_time_millis_testing: 10.895, usercpu_time_millis_training: 540.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8931, f_measure: 0.8449, kappa: 0.5726, kb_relative_information_score: 1918.5591, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8442, predictive_accuracy: 0.8503, prior_entropy: 0.8085, recall: 0.8503, relative_absolute_error: 0.5529, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.7588, scimark_benchmark: 1280.2743, usercpu_time_millis: 488.796, usercpu_time_millis_testing: 15.986, usercpu_time_millis_training: 472.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.8451, kappa: 0.5719, kb_relative_information_score: 1822.8157, mean_absolute_error: 0.2176, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8447, predictive_accuracy: 0.8509, prior_entropy: 0.8085, recall: 0.8509, relative_absolute_error: 0.5832, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.7536, scimark_benchmark: 1275.9906, usercpu_time_millis: 272.577, usercpu_time_millis_testing: 10.716, usercpu_time_millis_training: 261.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.8407, kappa: 0.5631, kb_relative_information_score: 1902.2762, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8392, predictive_accuracy: 0.845, prior_entropy: 0.8085, recall: 0.845, relative_absolute_error: 0.55, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3345, root_relative_squared_error: 0.7743, scimark_benchmark: 1291.5994, usercpu_time_millis: 25.356, usercpu_time_millis_testing: 0.745, usercpu_time_millis_training: 24.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8877, f_measure: 0.8391, kappa: 0.5583, kb_relative_information_score: 1913.2999, mean_absolute_error: 0.2048, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8377, predictive_accuracy: 0.8437, prior_entropy: 0.8085, recall: 0.8437, relative_absolute_error: 0.5488, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.333, root_relative_squared_error: 0.771, scimark_benchmark: 1292.3335, usercpu_time_millis: 776.662, usercpu_time_millis_testing: 19.399, usercpu_time_millis_training: 757.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.8449, kappa: 0.5711, kb_relative_information_score: 1864.7031, mean_absolute_error: 0.2133, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8446, predictive_accuracy: 0.8509, prior_entropy: 0.8085, recall: 0.8509, relative_absolute_error: 0.5716, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.7498, scimark_benchmark: 1293.174, usercpu_time_millis: 434.598, usercpu_time_millis_testing: 13.318, usercpu_time_millis_training: 421.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8401, kappa: 0.5594, kb_relative_information_score: 1924.0122, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.839, predictive_accuracy: 0.8455, prior_entropy: 0.8085, recall: 0.8455, relative_absolute_error: 0.5472, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3315, root_relative_squared_error: 0.7675, scimark_benchmark: 1282.5504, usercpu_time_millis: 492.77, usercpu_time_millis_testing: 10.109, usercpu_time_millis_training: 482.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8421, kappa: 0.5636, kb_relative_information_score: 1891.7134, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8415, predictive_accuracy: 0.8481, prior_entropy: 0.8085, recall: 0.8481, relative_absolute_error: 0.5629, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.7512, scimark_benchmark: 1305.4738, usercpu_time_millis: 649.019, usercpu_time_millis_testing: 16.272, usercpu_time_millis_training: 632.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.8445, kappa: 0.571, kb_relative_information_score: 1903.5616, mean_absolute_error: 0.2079, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8438, predictive_accuracy: 0.8501, prior_entropy: 0.8085, recall: 0.8501, relative_absolute_error: 0.557, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.327, root_relative_squared_error: 0.757, scimark_benchmark: 1272.7399, usercpu_time_millis: 195.3, usercpu_time_millis_testing: 3.516, usercpu_time_millis_training: 191.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8456, kappa: 0.5734, kb_relative_information_score: 1920.5049, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8452, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.5552, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.7551, scimark_benchmark: 1289.7334, usercpu_time_millis: 23.522, usercpu_time_millis_testing: 0.629, usercpu_time_millis_training: 22.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, f_measure: 0.8443, kappa: 0.5702, kb_relative_information_score: 1891.0301, mean_absolute_error: 0.2102, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8438, predictive_accuracy: 0.8501, prior_entropy: 0.8085, recall: 0.8501, relative_absolute_error: 0.5632, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.7526, scimark_benchmark: 1303.3567, usercpu_time_millis: 623.191, usercpu_time_millis_testing: 18.929, usercpu_time_millis_training: 604.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.8445, kappa: 0.5701, kb_relative_information_score: 1879.2858, mean_absolute_error: 0.2116, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8442, predictive_accuracy: 0.8505, prior_entropy: 0.8085, recall: 0.8505, relative_absolute_error: 0.5669, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7509, scimark_benchmark: 1279.1265, usercpu_time_millis: 612.152, usercpu_time_millis_testing: 20.899, usercpu_time_millis_training: 591.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.8442, kappa: 0.5703, kb_relative_information_score: 1906.4383, mean_absolute_error: 0.2075, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8434, predictive_accuracy: 0.8496, prior_entropy: 0.8085, recall: 0.8496, relative_absolute_error: 0.5561, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.327, root_relative_squared_error: 0.7571, scimark_benchmark: 1307.7936, usercpu_time_millis: 331.004, usercpu_time_millis_testing: 5.785, usercpu_time_millis_training: 325.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, f_measure: 0.8435, kappa: 0.5682, kb_relative_information_score: 1926.3474, mean_absolute_error: 0.206, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8429, predictive_accuracy: 0.8492, prior_entropy: 0.8085, recall: 0.8492, relative_absolute_error: 0.5519, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.7551, scimark_benchmark: 1307.0187, usercpu_time_millis: 645.772, usercpu_time_millis_testing: 16.163, usercpu_time_millis_training: 629.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.8453, kappa: 0.5721, kb_relative_information_score: 1868.5752, mean_absolute_error: 0.2132, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8451, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.5713, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7496, scimark_benchmark: 1307.0066, usercpu_time_millis: 122.162, usercpu_time_millis_testing: 6.181, usercpu_time_millis_training: 115.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.8439, kappa: 0.565, kb_relative_information_score: 1656.3777, mean_absolute_error: 0.2342, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8458, predictive_accuracy: 0.852, prior_entropy: 0.8085, recall: 0.852, relative_absolute_error: 0.6275, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.328, root_relative_squared_error: 0.7594, scimark_benchmark: 1305.0472, usercpu_time_millis: 30.248, usercpu_time_millis_testing: 2.759, usercpu_time_millis_training: 27.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8935, f_measure: 0.813, kappa: 0.4656, kb_relative_information_score: 1162.7233, mean_absolute_error: 0.2756, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8391, predictive_accuracy: 0.8358, prior_entropy: 0.8085, recall: 0.8358, relative_absolute_error: 0.7384, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.8059, scimark_benchmark: 1294.6412, usercpu_time_millis: 79.551, usercpu_time_millis_testing: 6.928, usercpu_time_millis_training: 72.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.899, f_measure: 0.8473, kappa: 0.577, kb_relative_information_score: 1790.1021, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8477, predictive_accuracy: 0.8538, prior_entropy: 0.8085, recall: 0.8538, relative_absolute_error: 0.5923, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.7512, scimark_benchmark: 1294.6239, usercpu_time_millis: 71.254, usercpu_time_millis_testing: 4.203, usercpu_time_millis_training: 67.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8443, kappa: 0.5702, kb_relative_information_score: 1916.7494, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8436, predictive_accuracy: 0.8498, prior_entropy: 0.8085, recall: 0.8498, relative_absolute_error: 0.5545, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.7562, scimark_benchmark: 1292.5291, usercpu_time_millis: 461.511, usercpu_time_millis_testing: 14.414, usercpu_time_millis_training: 447.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.8467, kappa: 0.5761, kb_relative_information_score: 1878.6026, mean_absolute_error: 0.2112, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8465, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.5658, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.7519, scimark_benchmark: 1304.0357, usercpu_time_millis: 32.253, usercpu_time_millis_testing: 0.991, usercpu_time_millis_training: 31.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.8451, kappa: 0.5718, kb_relative_information_score: 1858.3613, mean_absolute_error: 0.214, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8449, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.5734, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.7517, scimark_benchmark: 1289.8392, usercpu_time_millis: 422.739, usercpu_time_millis_testing: 13.13, usercpu_time_millis_training: 409.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8416, kappa: 0.5623, kb_relative_information_score: 1901.5072, mean_absolute_error: 0.2082, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8411, predictive_accuracy: 0.8477, prior_entropy: 0.8085, recall: 0.8477, relative_absolute_error: 0.5579, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.7556, scimark_benchmark: 1287.9759, usercpu_time_millis: 393.955, usercpu_time_millis_testing: 9.094, usercpu_time_millis_training: 384.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.8482, kappa: 0.5793, kb_relative_information_score: 1809.8195, mean_absolute_error: 0.2201, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8486, predictive_accuracy: 0.8547, prior_entropy: 0.8085, recall: 0.8547, relative_absolute_error: 0.5897, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.7473, scimark_benchmark: 1276.9513, usercpu_time_millis: 203.847, usercpu_time_millis_testing: 12.538, usercpu_time_millis_training: 191.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8915, f_measure: 0.8423, kappa: 0.5656, kb_relative_information_score: 1912.6458, mean_absolute_error: 0.206, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8414, predictive_accuracy: 0.8477, prior_entropy: 0.8085, recall: 0.8477, relative_absolute_error: 0.5519, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3288, root_relative_squared_error: 0.7612, scimark_benchmark: 1307.617, usercpu_time_millis: 329.013, usercpu_time_millis_testing: 4.279, usercpu_time_millis_training: 324.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.8439, kappa: 0.5686, kb_relative_information_score: 1878.7687, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8435, predictive_accuracy: 0.8498, prior_entropy: 0.8085, recall: 0.8498, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.7495, scimark_benchmark: 1308.764, usercpu_time_millis: 480.773, usercpu_time_millis_testing: 16.964, usercpu_time_millis_training: 463.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.8484, kappa: 0.5809, kb_relative_information_score: 1816.5396, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8482, predictive_accuracy: 0.8542, prior_entropy: 0.8085, recall: 0.8542, relative_absolute_error: 0.5848, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.325, root_relative_squared_error: 0.7525, scimark_benchmark: 1287.1614, usercpu_time_millis: 171.35, usercpu_time_millis_testing: 7.951, usercpu_time_millis_training: 163.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.8356, kappa: 0.5485, kb_relative_information_score: 1906.9819, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8341, predictive_accuracy: 0.8404, prior_entropy: 0.8085, recall: 0.8404, relative_absolute_error: 0.5449, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3375, root_relative_squared_error: 0.7813, scimark_benchmark: 1309.0613, usercpu_time_millis: 1233.379, usercpu_time_millis_testing: 18.637, usercpu_time_millis_training: 1214.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.8385, kappa: 0.5548, kb_relative_information_score: 1749.6794, mean_absolute_error: 0.2219, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8373, predictive_accuracy: 0.8439, prior_entropy: 0.8085, recall: 0.8439, relative_absolute_error: 0.5947, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3335, root_relative_squared_error: 0.772, scimark_benchmark: 1294.2263, usercpu_time_millis: 2.724, usercpu_time_millis_testing: 0.202, usercpu_time_millis_training: 2.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.8427, kappa: 0.5653, kb_relative_information_score: 1893.5997, mean_absolute_error: 0.2097, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8423, predictive_accuracy: 0.8488, prior_entropy: 0.8085, recall: 0.8488, relative_absolute_error: 0.5618, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.7526, scimark_benchmark: 1284.9103, usercpu_time_millis: 227.178, usercpu_time_millis_testing: 6.46, usercpu_time_millis_training: 220.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.845, kappa: 0.5713, kb_relative_information_score: 1853.7011, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8448, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.5752, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.7482, scimark_benchmark: 1281.1592, usercpu_time_millis: 352.716, usercpu_time_millis_testing: 15.532, usercpu_time_millis_training: 337.184,

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