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: 0.8966, f_measure: 0.8408, kappa: 0.5564, kb_relative_information_score: 1644.3351, mean_absolute_error: 0.2345, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8426, predictive_accuracy: 0.8492, prior_entropy: 0.8085, recall: 0.8492, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.7619, scimark_benchmark: 1243.05, usercpu_time_millis: 26.049, usercpu_time_millis_testing: 1.84, usercpu_time_millis_training: 24.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8959, f_measure: 0.8337, kappa: 0.531, kb_relative_information_score: 1408.8027, mean_absolute_error: 0.2563, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8417, predictive_accuracy: 0.8466, prior_entropy: 0.8085, recall: 0.8466, relative_absolute_error: 0.6867, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.781, scimark_benchmark: 1251.9196, usercpu_time_millis: 51.476, usercpu_time_millis_testing: 4.598, usercpu_time_millis_training: 46.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9011, f_measure: 0.8473, kappa: 0.5767, kb_relative_information_score: 1830.8772, mean_absolute_error: 0.2177, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8479, predictive_accuracy: 0.854, prior_entropy: 0.8085, recall: 0.854, relative_absolute_error: 0.5834, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.7471, scimark_benchmark: 1247.4865, usercpu_time_millis: 73.976, usercpu_time_millis_testing: 3.877, usercpu_time_millis_training: 70.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.8351, kappa: 0.5418, kb_relative_information_score: 1480.2745, mean_absolute_error: 0.2484, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8354, predictive_accuracy: 0.8428, prior_entropy: 0.8085, recall: 0.8428, relative_absolute_error: 0.6656, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.782, scimark_benchmark: 1247.9403, usercpu_time_millis: 98.63, usercpu_time_millis_testing: 4.165, usercpu_time_millis_training: 94.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8728, f_measure: 0.8184, kappa: 0.4922, kb_relative_information_score: 1291.6894, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8194, predictive_accuracy: 0.829, prior_entropy: 0.8085, recall: 0.829, relative_absolute_error: 0.6849, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.8091, scimark_benchmark: 1239.1153, usercpu_time_millis: 101.97, usercpu_time_millis_testing: 4.124, usercpu_time_millis_training: 97.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.8349, kappa: 0.5362, kb_relative_information_score: 1813.4112, mean_absolute_error: 0.2168, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8404, predictive_accuracy: 0.8463, prior_entropy: 0.8085, recall: 0.8463, relative_absolute_error: 0.581, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.7603, scimark_benchmark: 1221.3115, usercpu_time_millis: 30.802, usercpu_time_millis_testing: 1.026, usercpu_time_millis_training: 29.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.8444, kappa: 0.5692, kb_relative_information_score: 1866.0698, mean_absolute_error: 0.2133, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8443, predictive_accuracy: 0.8507, prior_entropy: 0.8085, recall: 0.8507, relative_absolute_error: 0.5716, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3231, root_relative_squared_error: 0.7481, scimark_benchmark: 1274.4014, usercpu_time_millis: 110.548, usercpu_time_millis_testing: 4.028, usercpu_time_millis_training: 106.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, f_measure: 0.6454, kb_relative_information_score: 577.1075, mean_absolute_error: 0.3276, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.8777, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3858, root_relative_squared_error: 0.8931, scimark_benchmark: 1247.2889, usercpu_time_millis: 48.525, usercpu_time_millis_testing: 5.106, usercpu_time_millis_training: 43.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, f_measure: 0.8418, kappa: 0.5638, kb_relative_information_score: 1872.7223, mean_absolute_error: 0.2095, 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: 0.5614, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3293, root_relative_squared_error: 0.7625, scimark_benchmark: 1269.6367, usercpu_time_millis: 178.805, usercpu_time_millis_testing: 5.016, usercpu_time_millis_training: 173.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8903, f_measure: 0.8429, kappa: 0.5683, kb_relative_information_score: 1889.7764, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8417, predictive_accuracy: 0.8477, prior_entropy: 0.8085, recall: 0.8477, relative_absolute_error: 0.5577, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.7652, scimark_benchmark: 1233.4004, usercpu_time_millis: 65.628, usercpu_time_millis_testing: 2.946, usercpu_time_millis_training: 62.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.8439, kappa: 0.5669, kb_relative_information_score: 1750.7296, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8445, predictive_accuracy: 0.8509, prior_entropy: 0.8085, recall: 0.8509, relative_absolute_error: 0.6026, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.7543, scimark_benchmark: 1232.2848, usercpu_time_millis: 62.287, usercpu_time_millis_testing: 4.011, usercpu_time_millis_training: 58.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8936, f_measure: 0.8162, kappa: 0.4754, kb_relative_information_score: 1177.1526, mean_absolute_error: 0.2745, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8395, predictive_accuracy: 0.8376, prior_entropy: 0.8085, recall: 0.8376, relative_absolute_error: 0.7355, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3474, root_relative_squared_error: 0.8043, scimark_benchmark: 1269.7062, usercpu_time_millis: 161.348, usercpu_time_millis_testing: 12.177, usercpu_time_millis_training: 149.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.6828, kappa: 0.0977, kb_relative_information_score: 683.8157, mean_absolute_error: 0.3119, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.823, predictive_accuracy: 0.7685, prior_entropy: 0.8085, recall: 0.7685, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3751, root_relative_squared_error: 0.8684, scimark_benchmark: 1224.3934, usercpu_time_millis: 59.208, usercpu_time_millis_testing: 6.733, usercpu_time_millis_training: 52.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.8467, kappa: 0.5749, kb_relative_information_score: 1856.0135, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8472, predictive_accuracy: 0.8534, prior_entropy: 0.8085, recall: 0.8534, relative_absolute_error: 0.5762, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.7467, scimark_benchmark: 1253.4352, usercpu_time_millis: 421.664, usercpu_time_millis_testing: 18.21, usercpu_time_millis_training: 403.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.6546, kappa: 0.0237, kb_relative_information_score: 660.6512, mean_absolute_error: 0.3207, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8157, predictive_accuracy: 0.7558, prior_entropy: 0.8085, recall: 0.7558, relative_absolute_error: 0.8593, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3797, root_relative_squared_error: 0.8792, scimark_benchmark: 1271.0211, usercpu_time_millis: 91.709, usercpu_time_millis_testing: 9.603, usercpu_time_millis_training: 82.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8465, kappa: 0.5744, kb_relative_information_score: 1837.6077, mean_absolute_error: 0.2166, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8469, predictive_accuracy: 0.8531, prior_entropy: 0.8085, recall: 0.8531, relative_absolute_error: 0.5805, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.323, root_relative_squared_error: 0.7478, scimark_benchmark: 1253.8885, usercpu_time_millis: 93.072, usercpu_time_millis_testing: 4.488, usercpu_time_millis_training: 88.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, f_measure: 0.8393, kappa: 0.5528, kb_relative_information_score: 1730.1145, mean_absolute_error: 0.2261, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8403, predictive_accuracy: 0.8472, prior_entropy: 0.8085, recall: 0.8472, relative_absolute_error: 0.6058, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.7583, scimark_benchmark: 1251.5921, usercpu_time_millis: 98.138, usercpu_time_millis_testing: 3.994, usercpu_time_millis_training: 94.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.6454, kb_relative_information_score: -3.4408, mean_absolute_error: 0.3733, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1255.735, usercpu_time_millis: 26.028, usercpu_time_millis_testing: 3.108, usercpu_time_millis_training: 22.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.6988, kappa: 0.1405, kb_relative_information_score: 566.7054, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8275, predictive_accuracy: 0.7762, prior_entropy: 0.8085, recall: 0.7762, relative_absolute_error: 0.8186, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3814, root_relative_squared_error: 0.8831, scimark_benchmark: 1243.8453, usercpu_time_millis: 39.206, usercpu_time_millis_testing: 3.51, usercpu_time_millis_training: 35.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.845, kappa: 0.5704, kb_relative_information_score: 1776.7763, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8452, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.5963, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7503, scimark_benchmark: 1271.9944, usercpu_time_millis: 240.178, usercpu_time_millis_testing: 18.619, usercpu_time_millis_training: 221.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.845, kappa: 0.571, kb_relative_information_score: 1866.8523, mean_absolute_error: 0.2133, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.845, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.5715, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3231, root_relative_squared_error: 0.748, scimark_benchmark: 1271.5516, usercpu_time_millis: 336.134, usercpu_time_millis_testing: 12.58, usercpu_time_millis_training: 323.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.8381, kappa: 0.5495, kb_relative_information_score: 1621.4323, mean_absolute_error: 0.2362, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.839, predictive_accuracy: 0.8461, prior_entropy: 0.8085, recall: 0.8461, relative_absolute_error: 0.6329, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3309, root_relative_squared_error: 0.7661, scimark_benchmark: 1258.8693, usercpu_time_millis: 78.84, usercpu_time_millis_testing: 4.742, usercpu_time_millis_training: 74.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.6454, kb_relative_information_score: -2.6261, mean_absolute_error: 0.3732, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1272.777, usercpu_time_millis: 14.362, usercpu_time_millis_testing: 1.8, usercpu_time_millis_training: 12.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8447, kappa: 0.5715, kb_relative_information_score: 1879.2386, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8441, predictive_accuracy: 0.8503, prior_entropy: 0.8085, recall: 0.8503, relative_absolute_error: 0.5618, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.7577, scimark_benchmark: 1250.3536, usercpu_time_millis: 291.122, usercpu_time_millis_testing: 6.969, usercpu_time_millis_training: 284.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, f_measure: 0.8419, kappa: 0.5584, kb_relative_information_score: 1818.8501, mean_absolute_error: 0.2175, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8448, predictive_accuracy: 0.8509, prior_entropy: 0.8085, recall: 0.8509, relative_absolute_error: 0.5827, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.753, scimark_benchmark: 1271.6512, usercpu_time_millis: 359.666, usercpu_time_millis_testing: 9.168, usercpu_time_millis_training: 350.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.842, kappa: 0.5599, kb_relative_information_score: 1737.6187, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8435, predictive_accuracy: 0.8501, prior_entropy: 0.8085, recall: 0.8501, relative_absolute_error: 0.6045, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.7553, scimark_benchmark: 1248.4248, usercpu_time_millis: 221.326, usercpu_time_millis_testing: 9.639, usercpu_time_millis_training: 211.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.841, kappa: 0.5599, kb_relative_information_score: 1890.2458, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8407, predictive_accuracy: 0.8474, prior_entropy: 0.8085, recall: 0.8474, relative_absolute_error: 0.5626, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.7518, scimark_benchmark: 1244.764, usercpu_time_millis: 41.04, usercpu_time_millis_testing: 1.071, usercpu_time_millis_training: 39.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8452, kappa: 0.5705, kb_relative_information_score: 1885.3308, mean_absolute_error: 0.2113, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8457, predictive_accuracy: 0.852, prior_entropy: 0.8085, recall: 0.852, relative_absolute_error: 0.5661, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.324, root_relative_squared_error: 0.75, scimark_benchmark: 1258.5817, usercpu_time_millis: 336.389, usercpu_time_millis_testing: 5.443, usercpu_time_millis_training: 330.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.6925, kappa: 0.1235, kb_relative_information_score: 662.4304, mean_absolute_error: 0.3098, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8257, predictive_accuracy: 0.7731, prior_entropy: 0.8085, recall: 0.7731, relative_absolute_error: 0.8303, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3752, root_relative_squared_error: 0.8687, scimark_benchmark: 1256.8022, usercpu_time_millis: 38.218, usercpu_time_millis_testing: 4.1, usercpu_time_millis_training: 34.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8924, f_measure: 0.836, kappa: 0.5427, kb_relative_information_score: 1473.2245, mean_absolute_error: 0.2498, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8376, predictive_accuracy: 0.8448, prior_entropy: 0.8085, recall: 0.8448, relative_absolute_error: 0.6694, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.7786, scimark_benchmark: 1276.3674, usercpu_time_millis: 80.064, usercpu_time_millis_testing: 4.026, usercpu_time_millis_training: 76.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.898, f_measure: 0.8432, kappa: 0.5665, kb_relative_information_score: 1880.1912, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8429, predictive_accuracy: 0.8494, prior_entropy: 0.8085, recall: 0.8494, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.7494, scimark_benchmark: 1262.1546, usercpu_time_millis: 88.026, usercpu_time_millis_testing: 3.979, usercpu_time_millis_training: 84.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.8429, kappa: 0.5658, kb_relative_information_score: 1898.6474, mean_absolute_error: 0.2097, 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: 0.5619, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7496, scimark_benchmark: 1239.8728, usercpu_time_millis: 207.731, usercpu_time_millis_testing: 5.717, usercpu_time_millis_training: 202.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.8464, kappa: 0.5738, kb_relative_information_score: 1787.4022, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8472, predictive_accuracy: 0.8534, prior_entropy: 0.8085, recall: 0.8534, relative_absolute_error: 0.592, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.753, scimark_benchmark: 1262.6321, usercpu_time_millis: 50.558, usercpu_time_millis_testing: 2.175, usercpu_time_millis_training: 48.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.8355, kappa: 0.5446, kb_relative_information_score: 1577.6593, mean_absolute_error: 0.2398, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8351, predictive_accuracy: 0.8424, prior_entropy: 0.8085, recall: 0.8424, relative_absolute_error: 0.6425, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3369, root_relative_squared_error: 0.7799, scimark_benchmark: 1248.1143, usercpu_time_millis: 88.627, usercpu_time_millis_testing: 3.737, usercpu_time_millis_training: 84.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.8457, kappa: 0.5727, kb_relative_information_score: 1821.4655, mean_absolute_error: 0.2186, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.846, predictive_accuracy: 0.8523, prior_entropy: 0.8085, recall: 0.8523, relative_absolute_error: 0.5856, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3231, root_relative_squared_error: 0.7479, scimark_benchmark: 1272.0608, usercpu_time_millis: 91.779, usercpu_time_millis_testing: 6.395, usercpu_time_millis_training: 85.384,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8412, kappa: 0.5567, kb_relative_information_score: 1841.184, mean_absolute_error: 0.2155, 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: 0.5773, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.7518, scimark_benchmark: 1243.5715, usercpu_time_millis: 458.376, usercpu_time_millis_testing: 9.691, usercpu_time_millis_training: 448.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.8446, kappa: 0.5687, kb_relative_information_score: 1856.7741, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8452, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.5751, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.7487, scimark_benchmark: 1277.2896, usercpu_time_millis: 175.803, usercpu_time_millis_testing: 6.102, usercpu_time_millis_training: 169.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8463, kappa: 0.572, kb_relative_information_score: 1750.9973, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8483, predictive_accuracy: 0.8542, prior_entropy: 0.8085, recall: 0.8542, relative_absolute_error: 0.6044, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7509, scimark_benchmark: 1245.5523, usercpu_time_millis: 274.144, usercpu_time_millis_testing: 12.581, usercpu_time_millis_training: 261.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.8467, kappa: 0.5761, kb_relative_information_score: 1838.3221, mean_absolute_error: 0.2162, 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: 0.5792, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7504, scimark_benchmark: 1246.8681, usercpu_time_millis: 70.199, usercpu_time_millis_testing: 3.421, usercpu_time_millis_training: 66.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.8344, kappa: 0.5408, kb_relative_information_score: 1490.0795, mean_absolute_error: 0.2468, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8342, predictive_accuracy: 0.8417, prior_entropy: 0.8085, recall: 0.8417, relative_absolute_error: 0.6613, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.7841, scimark_benchmark: 1274.2771, usercpu_time_millis: 52.273, usercpu_time_millis_testing: 2.297, usercpu_time_millis_training: 49.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.8448, kappa: 0.5717, kb_relative_information_score: 1873.6014, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8443, predictive_accuracy: 0.8505, prior_entropy: 0.8085, recall: 0.8505, relative_absolute_error: 0.5677, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7516, scimark_benchmark: 1267.498, usercpu_time_millis: 324.296, usercpu_time_millis_testing: 14.891, usercpu_time_millis_training: 309.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.8021, kappa: 0.4332, kb_relative_information_score: 1112.5607, mean_absolute_error: 0.2805, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8321, predictive_accuracy: 0.8284, prior_entropy: 0.8085, recall: 0.8284, relative_absolute_error: 0.7516, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3515, root_relative_squared_error: 0.8138, scimark_benchmark: 1269.6952, usercpu_time_millis: 81.644, usercpu_time_millis_testing: 7.511, usercpu_time_millis_training: 74.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8757, f_measure: 0.8251, kappa: 0.5121, kb_relative_information_score: 1269.7516, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8258, predictive_accuracy: 0.8345, prior_entropy: 0.8085, recall: 0.8345, relative_absolute_error: 0.6905, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.8062, scimark_benchmark: 1253.7618, usercpu_time_millis: 85.858, usercpu_time_millis_testing: 3.732, usercpu_time_millis_training: 82.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.8436, kappa: 0.5691, kb_relative_information_score: 1882.587, mean_absolute_error: 0.2097, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8426, predictive_accuracy: 0.8488, prior_entropy: 0.8085, recall: 0.8488, relative_absolute_error: 0.562, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.7569, scimark_benchmark: 1269.9003, usercpu_time_millis: 77.953, usercpu_time_millis_testing: 2.47, usercpu_time_millis_training: 75.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.6515, kappa: 0.0159, kb_relative_information_score: 646.2445, mean_absolute_error: 0.322, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8149, predictive_accuracy: 0.7545, prior_entropy: 0.8085, recall: 0.7545, relative_absolute_error: 0.8627, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.8817, scimark_benchmark: 1266.9469, usercpu_time_millis: 42.596, usercpu_time_millis_testing: 4.557, usercpu_time_millis_training: 38.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.7016, kappa: 0.148, kb_relative_information_score: 620.6615, mean_absolute_error: 0.2995, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8242, predictive_accuracy: 0.7773, prior_entropy: 0.8085, recall: 0.7773, relative_absolute_error: 0.8026, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3785, root_relative_squared_error: 0.8764, scimark_benchmark: 1264.9328, usercpu_time_millis: 15.178, usercpu_time_millis_testing: 0.602, usercpu_time_millis_training: 14.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8923, f_measure: 0.8417, kappa: 0.5635, kb_relative_information_score: 1904.4163, mean_absolute_error: 0.2072, 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: 0.5553, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3282, root_relative_squared_error: 0.7599, scimark_benchmark: 1265.9873, usercpu_time_millis: 573.37, usercpu_time_millis_testing: 9.509, usercpu_time_millis_training: 563.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.8423, kappa: 0.5666, kb_relative_information_score: 1889.8846, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.841, predictive_accuracy: 0.847, prior_entropy: 0.8085, recall: 0.847, relative_absolute_error: 0.5533, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.7696, scimark_benchmark: 1267.676, usercpu_time_millis: 469.33, usercpu_time_millis_testing: 12.573, usercpu_time_millis_training: 456.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.8409, kappa: 0.5559, kb_relative_information_score: 1747.1258, mean_absolute_error: 0.2239, 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: 0.6001, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.7579, scimark_benchmark: 1272.5245, usercpu_time_millis: 76.253, usercpu_time_millis_testing: 1.851, usercpu_time_millis_training: 74.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.8378, kappa: 0.5478, kb_relative_information_score: 1727.5037, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8396, predictive_accuracy: 0.8466, prior_entropy: 0.8085, recall: 0.8466, relative_absolute_error: 0.6039, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.7634, scimark_benchmark: 1271.0663, usercpu_time_millis: 340.67, usercpu_time_millis_testing: 7.284, usercpu_time_millis_training: 333.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.8442, kappa: 0.569, kb_relative_information_score: 1848.0566, mean_absolute_error: 0.2149, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8439, predictive_accuracy: 0.8503, prior_entropy: 0.8085, recall: 0.8503, relative_absolute_error: 0.5758, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.324, root_relative_squared_error: 0.7502, scimark_benchmark: 1272.0962, usercpu_time_millis: 314.354, usercpu_time_millis_testing: 17.848, usercpu_time_millis_training: 296.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.8334, kappa: 0.5336, kb_relative_information_score: 1380.281, mean_absolute_error: 0.2572, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8363, predictive_accuracy: 0.8435, prior_entropy: 0.8085, recall: 0.8435, relative_absolute_error: 0.6893, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3395, root_relative_squared_error: 0.786, scimark_benchmark: 1270.5819, usercpu_time_millis: 20.459, usercpu_time_millis_testing: 1.641, usercpu_time_millis_training: 18.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8907, f_measure: 0.8397, kappa: 0.5591, kb_relative_information_score: 1898.4818, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8383, predictive_accuracy: 0.8446, prior_entropy: 0.8085, recall: 0.8446, relative_absolute_error: 0.5556, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3301, root_relative_squared_error: 0.7643, scimark_benchmark: 1246.5166, usercpu_time_millis: 392.516, usercpu_time_millis_testing: 14.026, usercpu_time_millis_training: 378.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.8448, kappa: 0.5708, kb_relative_information_score: 1892.2399, mean_absolute_error: 0.21, 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: 0.5627, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.324, root_relative_squared_error: 0.7502, scimark_benchmark: 1246.9088, usercpu_time_millis: 220.19, usercpu_time_millis_testing: 5.191, usercpu_time_millis_training: 214.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8228, kappa: 0.5041, kb_relative_information_score: 1013.1529, mean_absolute_error: 0.2732, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8248, predictive_accuracy: 0.8336, prior_entropy: 0.8085, recall: 0.8336, relative_absolute_error: 0.732, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.8249, scimark_benchmark: 1266.3993, usercpu_time_millis: 55.873, usercpu_time_millis_testing: 2.385, usercpu_time_millis_training: 53.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.7682, kappa: 0.3335, kb_relative_information_score: 949.9208, mean_absolute_error: 0.2891, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8205, predictive_accuracy: 0.8089, prior_entropy: 0.8085, recall: 0.8089, relative_absolute_error: 0.7746, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3596, root_relative_squared_error: 0.8326, scimark_benchmark: 1250.4861, usercpu_time_millis: 7.131, usercpu_time_millis_testing: 0.582, usercpu_time_millis_training: 6.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.8376, kappa: 0.549, kb_relative_information_score: 1643.8335, mean_absolute_error: 0.2339, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8378, predictive_accuracy: 0.845, prior_entropy: 0.8085, recall: 0.845, relative_absolute_error: 0.6267, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3314, root_relative_squared_error: 0.7673, scimark_benchmark: 1262.1047, usercpu_time_millis: 115.314, usercpu_time_millis_testing: 4.908, usercpu_time_millis_training: 110.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.8444, kappa: 0.5688, kb_relative_information_score: 1744.6719, mean_absolute_error: 0.2251, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8447, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.6032, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.7568, scimark_benchmark: 1258.2145, usercpu_time_millis: 69.585, usercpu_time_millis_testing: 4.205, usercpu_time_millis_training: 65.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6454, kb_relative_information_score: 0.7695, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1273.2678, usercpu_time_millis: 13.701, usercpu_time_millis_testing: 1.519, usercpu_time_millis_training: 12.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.898, f_measure: 0.8451, kappa: 0.5719, kb_relative_information_score: 1870.8892, mean_absolute_error: 0.2128, 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: 0.5702, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.7499, scimark_benchmark: 1274.8185, usercpu_time_millis: 381.034, usercpu_time_millis_testing: 14.296, usercpu_time_millis_training: 366.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.8433, kappa: 0.562, kb_relative_information_score: 1594.9447, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8466, predictive_accuracy: 0.8525, prior_entropy: 0.8085, recall: 0.8525, relative_absolute_error: 0.6418, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.762, scimark_benchmark: 1247.4751, usercpu_time_millis: 163.096, usercpu_time_millis_testing: 13.554, usercpu_time_millis_training: 149.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.8435, kappa: 0.565, kb_relative_information_score: 1783.8047, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8445, predictive_accuracy: 0.8509, prior_entropy: 0.8085, recall: 0.8509, relative_absolute_error: 0.5937, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.7512, scimark_benchmark: 1264.8728, usercpu_time_millis: 174.545, usercpu_time_millis_testing: 7.07, usercpu_time_millis_training: 167.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.8404, kappa: 0.5601, kb_relative_information_score: 1892.5193, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8394, predictive_accuracy: 0.8459, prior_entropy: 0.8085, recall: 0.8459, relative_absolute_error: 0.5595, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.7574, scimark_benchmark: 1265.8473, usercpu_time_millis: 31.992, usercpu_time_millis_testing: 1.467, usercpu_time_millis_training: 30.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8408, kappa: 0.5562, kb_relative_information_score: 1781.883, mean_absolute_error: 0.2213, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8426, predictive_accuracy: 0.8492, prior_entropy: 0.8085, recall: 0.8492, relative_absolute_error: 0.5929, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.7541, scimark_benchmark: 1247.4845, usercpu_time_millis: 253.384, usercpu_time_millis_testing: 7.259, usercpu_time_millis_training: 246.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8448, kappa: 0.5705, kb_relative_information_score: 1830.031, mean_absolute_error: 0.2174, 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: 0.5825, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.7484, scimark_benchmark: 1246.0231, usercpu_time_millis: 206.688, usercpu_time_millis_testing: 14.138, usercpu_time_millis_training: 192.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.7074, kappa: 0.1639, kb_relative_information_score: 819.6515, mean_absolute_error: 0.3042, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8282, predictive_accuracy: 0.7804, prior_entropy: 0.8085, recall: 0.7804, relative_absolute_error: 0.8151, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.8522, scimark_benchmark: 1271.8645, usercpu_time_millis: 9.781, usercpu_time_millis_testing: 1.038, usercpu_time_millis_training: 8.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.8264, kappa: 0.5269, kb_relative_information_score: 1831.9163, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8245, predictive_accuracy: 0.8297, prior_entropy: 0.8085, recall: 0.8297, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3474, root_relative_squared_error: 0.8043, scimark_benchmark: 1274.178, usercpu_time_millis: 554.933, usercpu_time_millis_testing: 12.862, usercpu_time_millis_training: 542.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8973, f_measure: 0.8446, kappa: 0.5706, kb_relative_information_score: 1886.5316, mean_absolute_error: 0.2109, 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: 0.565, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7508, scimark_benchmark: 1248.4604, usercpu_time_millis: 240.234, usercpu_time_millis_testing: 7.004, usercpu_time_millis_training: 233.23,

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