Task
Supervised Classification on pc4

Supervised Classification on pc4

Task 3902 Supervised Classification pc4 112802 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.8953, kappa: 0.4493, kb_relative_information_score: 356.8554, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9072, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6568, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.7924, scimark_benchmark: 1331.3606, usercpu_time_millis: 305.35, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 305.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.8994, kappa: 0.479, kb_relative_information_score: 416.9727, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9049, predictive_accuracy: 0.9129, prior_entropy: 0.5368, recall: 0.9129, relative_absolute_error: 0.6402, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.7883, scimark_benchmark: 1324.5878, usercpu_time_millis: 4.557, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 4.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8979, kappa: 0.4648, kb_relative_information_score: 376.6948, mean_absolute_error: 0.1387, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9083, predictive_accuracy: 0.9136, prior_entropy: 0.5368, recall: 0.9136, relative_absolute_error: 0.6458, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2567, root_relative_squared_error: 0.7841, scimark_benchmark: 1323.4828, usercpu_time_millis: 10.303, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 10.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4844, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -2.8275, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3288, root_relative_squared_error: 1.0043, scimark_benchmark: 1357.79, usercpu_time_millis: 4.682, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 4.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7508, f_measure: 0.8404, kappa: 0.1231, kb_relative_information_score: 158.6376, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8544, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.8963, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.309, root_relative_squared_error: 0.9439, scimark_benchmark: 1340.7228, usercpu_time_millis: 4.137, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 4.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6001, f_measure: 0.8283, kappa: 0.0452, kb_relative_information_score: 31.6771, mean_absolute_error: 0.2097, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8604, predictive_accuracy: 0.88, prior_entropy: 0.5368, recall: 0.88, relative_absolute_error: 0.9764, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.9916, scimark_benchmark: 1319.8079, usercpu_time_millis: 4.553, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 4.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.8993, kappa: 0.4742, kb_relative_information_score: 371.7923, mean_absolute_error: 0.1383, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9086, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6439, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.7886, scimark_benchmark: 1307.6844, usercpu_time_millis: 4.233, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 4.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5599, f_measure: 0.8267, kappa: 0.0358, kb_relative_information_score: 23.0152, mean_absolute_error: 0.2115, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8541, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9848, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.9933, scimark_benchmark: 1343.7042, usercpu_time_millis: 4.145, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 4.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7775, f_measure: 0.8279, kappa: 0.0437, kb_relative_information_score: 82.4384, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8495, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.974, scimark_benchmark: 1326.8361, usercpu_time_millis: 4.112, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 4.026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8033, f_measure: 0.8697, kappa: 0.2944, kb_relative_information_score: 274.2015, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8945, predictive_accuracy: 0.8985, prior_entropy: 0.5368, recall: 0.8985, relative_absolute_error: 0.8163, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.8917, scimark_benchmark: 1321.9812, usercpu_time_millis: 3.9, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 3.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.632, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: -150.0121, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8531, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9698, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.9853, scimark_benchmark: 1336.8017, usercpu_time_millis: 14.383, usercpu_time_millis_testing: 0.218, usercpu_time_millis_training: 14.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5949, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -122.0389, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9861, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.9951, scimark_benchmark: 1348.0572, usercpu_time_millis: 13.168, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 12.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.8945, kappa: 0.4553, kb_relative_information_score: 373.5872, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8976, predictive_accuracy: 0.9081, prior_entropy: 0.5368, recall: 0.9081, relative_absolute_error: 0.6408, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.813, scimark_benchmark: 1327.0351, usercpu_time_millis: 3.46, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 3.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.9008, kappa: 0.4833, kb_relative_information_score: 385.1217, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.909, predictive_accuracy: 0.915, prior_entropy: 0.5368, recall: 0.915, relative_absolute_error: 0.639, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.7835, scimark_benchmark: 1351.3634, usercpu_time_millis: 5.468, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 5.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6751, f_measure: 0.8254, kappa: 0.0278, kb_relative_information_score: 27.2389, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8638, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9829, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3249, root_relative_squared_error: 0.9924, scimark_benchmark: 1324.0986, usercpu_time_millis: 4.894, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 4.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9141, f_measure: 0.8931, kappa: 0.4462, kb_relative_information_score: 414.779, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8968, predictive_accuracy: 0.9074, prior_entropy: 0.5368, recall: 0.9074, relative_absolute_error: 0.6291, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.7906, scimark_benchmark: 1330.0771, usercpu_time_millis: 4.596, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 4.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5724, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -67.4023, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9912, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.9983, scimark_benchmark: 1353.641, usercpu_time_millis: 12.614, usercpu_time_millis_testing: 0.203, usercpu_time_millis_training: 12.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.8341, kappa: 0.0806, kb_relative_information_score: 74.0241, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8669, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.9457, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.975, scimark_benchmark: 1352.1992, usercpu_time_millis: 3.739, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 3.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.8955, kappa: 0.4611, kb_relative_information_score: 374.7611, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8985, predictive_accuracy: 0.9088, prior_entropy: 0.5368, recall: 0.9088, relative_absolute_error: 0.6397, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2642, root_relative_squared_error: 0.8071, scimark_benchmark: 1319.4816, usercpu_time_millis: 3.868, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 3.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5091, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -1.8646, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3288, root_relative_squared_error: 1.0044, scimark_benchmark: 1324.3663, usercpu_time_millis: 4.219, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 4.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7679, f_measure: 0.8352, kappa: 0.0879, kb_relative_information_score: 84.5876, mean_absolute_error: 0.2015, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.863, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.9381, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.9691, scimark_benchmark: 1327.8349, usercpu_time_millis: 3.822, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 3.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.8941, kappa: 0.452, kb_relative_information_score: 372.904, mean_absolute_error: 0.1382, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8977, predictive_accuracy: 0.9081, prior_entropy: 0.5368, recall: 0.9081, relative_absolute_error: 0.6434, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2661, root_relative_squared_error: 0.8128, scimark_benchmark: 1356.6966, usercpu_time_millis: 3.177, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 3.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9002, f_measure: 0.8959, kappa: 0.4643, kb_relative_information_score: 375.2108, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8984, predictive_accuracy: 0.9088, prior_entropy: 0.5368, recall: 0.9088, relative_absolute_error: 0.6398, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.8017, scimark_benchmark: 1315.5197, usercpu_time_millis: 3.333, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 3.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.8932, kappa: 0.4451, kb_relative_information_score: 374.0295, mean_absolute_error: 0.1379, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8981, predictive_accuracy: 0.9081, prior_entropy: 0.5368, recall: 0.9081, relative_absolute_error: 0.6419, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2616, root_relative_squared_error: 0.799, scimark_benchmark: 1351.1514, usercpu_time_millis: 3.32, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 3.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.8963, kappa: 0.4563, kb_relative_information_score: 365.7764, mean_absolute_error: 0.1395, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9061, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6494, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.7898, scimark_benchmark: 1338.4099, usercpu_time_millis: 87.067, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.8989, kappa: 0.4708, kb_relative_information_score: 382.7127, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9091, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6405, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2562, root_relative_squared_error: 0.7825, scimark_benchmark: 1350.5181, usercpu_time_millis: 6.191, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 6.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.9001, kappa: 0.4759, kb_relative_information_score: 388.2159, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.912, predictive_accuracy: 0.9156, prior_entropy: 0.5368, recall: 0.9156, relative_absolute_error: 0.6366, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.7809, scimark_benchmark: 1343.2171, usercpu_time_millis: 6.997, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 6.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8091, f_measure: 0.8264, kappa: 0.0378, kb_relative_information_score: 32.3185, mean_absolute_error: 0.2004, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8238, predictive_accuracy: 0.8765, prior_entropy: 0.5368, recall: 0.8765, relative_absolute_error: 0.9329, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3137, root_relative_squared_error: 0.9582, scimark_benchmark: 1329.6758, usercpu_time_millis: 8.765, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 8.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.8993, kappa: 0.4742, kb_relative_information_score: 372.7904, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9086, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6432, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.7887, scimark_benchmark: 1322.6052, usercpu_time_millis: 3.844, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 3.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7321, f_measure: 0.8287, kappa: 0.0531, kb_relative_information_score: -108.8679, mean_absolute_error: 0.2034, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8272, predictive_accuracy: 0.8765, prior_entropy: 0.5368, recall: 0.8765, relative_absolute_error: 0.9473, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9795, scimark_benchmark: 1324.7705, usercpu_time_millis: 15.758, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 15.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7186, f_measure: 0.8363, kappa: 0.0952, kb_relative_information_score: 115.7041, mean_absolute_error: 0.1973, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8602, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.9186, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3131, root_relative_squared_error: 0.9564, scimark_benchmark: 1345.2387, usercpu_time_millis: 3.551, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 3.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8998, kappa: 0.4775, kb_relative_information_score: 376.3666, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9081, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6431, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.258, root_relative_squared_error: 0.7879, scimark_benchmark: 1313.438, usercpu_time_millis: 4.441, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 4.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8991, kappa: 0.4699, kb_relative_information_score: 357.2615, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9112, predictive_accuracy: 0.915, prior_entropy: 0.5368, recall: 0.915, relative_absolute_error: 0.6572, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.7879, scimark_benchmark: 1329.4158, usercpu_time_millis: 19.031, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 18.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8894, kappa: 0.4274, kb_relative_information_score: 337.5519, mean_absolute_error: 0.1459, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8916, predictive_accuracy: 0.904, prior_entropy: 0.5368, recall: 0.904, relative_absolute_error: 0.6792, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2727, root_relative_squared_error: 0.833, scimark_benchmark: 1328.3242, usercpu_time_millis: 3.196, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 3.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.894, kappa: 0.453, kb_relative_information_score: 377.6974, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8965, predictive_accuracy: 0.9074, prior_entropy: 0.5368, recall: 0.9074, relative_absolute_error: 0.6361, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.8104, scimark_benchmark: 1349.3617, usercpu_time_millis: 3.237, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 3.163,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.8948, kappa: 0.4468, kb_relative_information_score: 359.5386, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9058, predictive_accuracy: 0.9115, prior_entropy: 0.5368, recall: 0.9115, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.7919, scimark_benchmark: 1322.6996, usercpu_time_millis: 279.599, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 279.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6571, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: -117.3971, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8531, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9715, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.9851, scimark_benchmark: 1336.7251, usercpu_time_millis: 14.829, usercpu_time_millis_testing: 0.239, usercpu_time_millis_training: 14.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.8971, kappa: 0.4569, kb_relative_information_score: 355.7196, mean_absolute_error: 0.1417, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9119, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6596, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2595, root_relative_squared_error: 0.7928, scimark_benchmark: 1320.2142, usercpu_time_millis: 386.315, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 386.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5719, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: 20.0382, mean_absolute_error: 0.2115, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8531, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9847, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9959, scimark_benchmark: 1352.1992, usercpu_time_millis: 4.088, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 4.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6122, f_measure: 0.8283, kappa: 0.0452, kb_relative_information_score: 29.5528, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8604, predictive_accuracy: 0.88, prior_entropy: 0.5368, recall: 0.88, relative_absolute_error: 0.9783, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.9919, scimark_benchmark: 1332.7174, usercpu_time_millis: 4.084, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 4.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.9028, kappa: 0.4991, kb_relative_information_score: 395.3179, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9073, predictive_accuracy: 0.915, prior_entropy: 0.5368, recall: 0.915, relative_absolute_error: 0.6386, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.265, root_relative_squared_error: 0.8095, scimark_benchmark: 1316.2036, usercpu_time_millis: 4.283, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 4.191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.8963, kappa: 0.4563, kb_relative_information_score: 374.8843, mean_absolute_error: 0.1389, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9061, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6467, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2583, root_relative_squared_error: 0.789, scimark_benchmark: 1338.7149, usercpu_time_millis: 4.94, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 4.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7279, f_measure: 0.8384, kappa: 0.1093, kb_relative_information_score: 127.8227, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8565, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.9111, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3119, root_relative_squared_error: 0.9527, scimark_benchmark: 1317.4486, usercpu_time_millis: 3.623, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 3.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.8965, kappa: 0.4543, kb_relative_information_score: 351.1031, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9103, predictive_accuracy: 0.9136, prior_entropy: 0.5368, recall: 0.9136, relative_absolute_error: 0.6569, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7932, scimark_benchmark: 1319.4768, usercpu_time_millis: 417.653, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 417.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.8963, kappa: 0.4563, kb_relative_information_score: 365.8286, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9061, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6493, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.7898, scimark_benchmark: 1347.9525, usercpu_time_millis: 99.195, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 99.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8949, kappa: 0.4457, kb_relative_information_score: 366.225, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9079, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6513, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.7902, scimark_benchmark: 1314.1799, usercpu_time_millis: 51.607, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 51.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8949, kappa: 0.4457, kb_relative_information_score: 353.3177, mean_absolute_error: 0.1418, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9079, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6601, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.7923, scimark_benchmark: 1318.4892, usercpu_time_millis: 54.424, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 54.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.8969, kappa: 0.47, kb_relative_information_score: 376.5793, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8993, predictive_accuracy: 0.9095, prior_entropy: 0.5368, recall: 0.9095, relative_absolute_error: 0.6402, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.8058, scimark_benchmark: 1355.9467, usercpu_time_millis: 3.137, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 3.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7691, f_measure: 0.8352, kappa: 0.0879, kb_relative_information_score: 84.6512, mean_absolute_error: 0.2014, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.863, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.938, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3172, root_relative_squared_error: 0.969, scimark_benchmark: 1348.9117, usercpu_time_millis: 3.798, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 3.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6877, f_measure: 0.8263, kappa: 0.0343, kb_relative_information_score: -87.4303, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8424, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9646, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.9819, scimark_benchmark: 1303.2818, usercpu_time_millis: 13.246, usercpu_time_millis_testing: 0.219, usercpu_time_millis_training: 13.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.587, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -72.7662, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9905, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.9978, scimark_benchmark: 1327.8925, usercpu_time_millis: 13.097, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 12.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8465, f_measure: 0.8375, kappa: 0.1211, kb_relative_information_score: 0.4695, mean_absolute_error: 0.1888, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8298, predictive_accuracy: 0.8731, prior_entropy: 0.5368, recall: 0.8731, relative_absolute_error: 0.879, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3075, root_relative_squared_error: 0.9392, scimark_benchmark: 1354.1948, usercpu_time_millis: 12.588, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 12.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6276, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: 20.4962, mean_absolute_error: 0.2115, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8531, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9851, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.996, scimark_benchmark: 1340.5143, usercpu_time_millis: 4.912, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 4.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9061, f_measure: 0.9008, kappa: 0.4833, kb_relative_information_score: 388.3671, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.909, predictive_accuracy: 0.915, prior_entropy: 0.5368, recall: 0.915, relative_absolute_error: 0.6376, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.7839, scimark_benchmark: 1341.036, usercpu_time_millis: 5.207, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 5.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5704, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: 20.2622, mean_absolute_error: 0.2114, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8531, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9845, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.9954, scimark_benchmark: 1298.2221, usercpu_time_millis: 3.847, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 3.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8899, kappa: 0.4298, kb_relative_information_score: 339.6817, mean_absolute_error: 0.1457, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8927, predictive_accuracy: 0.9047, prior_entropy: 0.5368, recall: 0.9047, relative_absolute_error: 0.6783, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2727, root_relative_squared_error: 0.833, scimark_benchmark: 1310.0697, usercpu_time_millis: 3.665, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 3.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9058, f_measure: 0.895, kappa: 0.4445, kb_relative_information_score: 355.6, mean_absolute_error: 0.1423, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9103, predictive_accuracy: 0.9129, prior_entropy: 0.5368, recall: 0.9129, relative_absolute_error: 0.6624, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.7894, scimark_benchmark: 1325.5793, usercpu_time_millis: 11.754, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 11.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.8963, kappa: 0.4563, kb_relative_information_score: 363.612, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9061, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6508, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.7903, scimark_benchmark: 1348.645, usercpu_time_millis: 141.124, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 141.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7894, f_measure: 0.8611, kappa: 0.2454, kb_relative_information_score: 253.9766, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8828, predictive_accuracy: 0.893, prior_entropy: 0.5368, recall: 0.893, relative_absolute_error: 0.8274, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.9027, scimark_benchmark: 1325.4431, usercpu_time_millis: 4.03, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 3.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8265, f_measure: 0.8679, kappa: 0.2848, kb_relative_information_score: 293.3326, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.891, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.7959, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.8852, scimark_benchmark: 1315.8185, usercpu_time_millis: 3.916, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 3.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.8928, kappa: 0.4482, kb_relative_information_score: 376.5604, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8945, predictive_accuracy: 0.906, prior_entropy: 0.5368, recall: 0.906, relative_absolute_error: 0.639, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.81, scimark_benchmark: 1328.5004, usercpu_time_millis: 3.85, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 3.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.9008, kappa: 0.4833, kb_relative_information_score: 388.8629, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.909, predictive_accuracy: 0.915, prior_entropy: 0.5368, recall: 0.915, relative_absolute_error: 0.6371, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2567, root_relative_squared_error: 0.784, scimark_benchmark: 1329.5261, usercpu_time_millis: 5.316, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 5.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.8679, kappa: 0.2848, kb_relative_information_score: 294.1424, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.891, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.796, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.8851, scimark_benchmark: 1335.8496, usercpu_time_millis: 4.118, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 4.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.8959, kappa: 0.4643, kb_relative_information_score: 444.5177, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8984, predictive_accuracy: 0.9088, prior_entropy: 0.5368, recall: 0.9088, relative_absolute_error: 0.6137, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2578, root_relative_squared_error: 0.7873, scimark_benchmark: 1348.6213, usercpu_time_millis: 4.383, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 4.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.8993, kappa: 0.4797, kb_relative_information_score: 443.458, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9036, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.7902, scimark_benchmark: 1351.7728, usercpu_time_millis: 4.522, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 4.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.8921, kappa: 0.4469, kb_relative_information_score: 383.7122, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8925, predictive_accuracy: 0.9047, prior_entropy: 0.5368, recall: 0.9047, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2711, root_relative_squared_error: 0.828, scimark_benchmark: 1349.4646, usercpu_time_millis: 4.629, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 4.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8154, f_measure: 0.834, kappa: 0.0893, kb_relative_information_score: -77.6058, mean_absolute_error: 0.1979, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8325, predictive_accuracy: 0.8765, prior_entropy: 0.5368, recall: 0.8765, relative_absolute_error: 0.9217, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.315, root_relative_squared_error: 0.9621, scimark_benchmark: 1347.9636, usercpu_time_millis: 13.33, usercpu_time_millis_testing: 0.203, usercpu_time_millis_training: 13.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.895, kappa: 0.4587, kb_relative_information_score: 374.6741, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8975, predictive_accuracy: 0.9081, prior_entropy: 0.5368, recall: 0.9081, relative_absolute_error: 0.6368, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2659, root_relative_squared_error: 0.8121, scimark_benchmark: 1321.2625, usercpu_time_millis: 3.441, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 3.353,

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