OpenML
Supervised Classification on scene

Supervised Classification on scene

Task 3485 Supervised Classification scene 87577 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.7402, kb_relative_information_score: 152.0763, mean_absolute_error: 0.2665, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.906, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3519, root_relative_squared_error: 0.9177, scimark_benchmark: 1303.1537, usercpu_time_millis: 16.402, usercpu_time_millis_testing: 2.17, usercpu_time_millis_training: 14.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, f_measure: 0.8581, kappa: 0.4646, kb_relative_information_score: 687.9337, mean_absolute_error: 0.2052, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8933, predictive_accuracy: 0.882, prior_entropy: 0.6786, recall: 0.882, relative_absolute_error: 0.6976, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.7567, scimark_benchmark: 1282.596, usercpu_time_millis: 226.13, usercpu_time_millis_testing: 5.293, usercpu_time_millis_training: 220.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.795, kappa: 0.2131, kb_relative_information_score: 480.1724, mean_absolute_error: 0.2272, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8624, predictive_accuracy: 0.8455, prior_entropy: 0.6786, recall: 0.8455, relative_absolute_error: 0.7725, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3109, root_relative_squared_error: 0.811, scimark_benchmark: 1275.4182, usercpu_time_millis: 102.48, usercpu_time_millis_testing: 6.643, usercpu_time_millis_training: 95.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.8834, kappa: 0.5663, kb_relative_information_score: 793.4328, mean_absolute_error: 0.1937, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9045, predictive_accuracy: 0.8986, prior_entropy: 0.6786, recall: 0.8986, relative_absolute_error: 0.6583, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.7253, scimark_benchmark: 1295.9494, usercpu_time_millis: 343.852, usercpu_time_millis_testing: 8.549, usercpu_time_millis_training: 335.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.8565, kappa: 0.4598, kb_relative_information_score: 703.8263, mean_absolute_error: 0.2034, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8869, predictive_accuracy: 0.8799, prior_entropy: 0.6786, recall: 0.8799, relative_absolute_error: 0.6916, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.7548, scimark_benchmark: 1306.1709, usercpu_time_millis: 277.431, usercpu_time_millis_testing: 9.309, usercpu_time_millis_training: 268.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.7963, kappa: 0.2184, kb_relative_information_score: 442.479, mean_absolute_error: 0.2302, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8607, predictive_accuracy: 0.8459, prior_entropy: 0.6786, recall: 0.8459, relative_absolute_error: 0.7827, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3156, root_relative_squared_error: 0.8231, scimark_benchmark: 1287.7359, usercpu_time_millis: 112.588, usercpu_time_millis_testing: 5.338, usercpu_time_millis_training: 107.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.848, kappa: 0.4249, kb_relative_information_score: 664.4021, mean_absolute_error: 0.2078, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8846, predictive_accuracy: 0.8749, prior_entropy: 0.6786, recall: 0.8749, relative_absolute_error: 0.7064, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.7672, scimark_benchmark: 1290.5388, usercpu_time_millis: 127.109, usercpu_time_millis_testing: 4.069, usercpu_time_millis_training: 123.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.7402, kb_relative_information_score: 72.9065, mean_absolute_error: 0.2714, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.9225, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3573, root_relative_squared_error: 0.9319, scimark_benchmark: 1298.3015, usercpu_time_millis: 31.59, usercpu_time_millis_testing: 3.616, usercpu_time_millis_training: 27.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8417, kappa: 0.4, kb_relative_information_score: 614.6338, mean_absolute_error: 0.2121, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8799, predictive_accuracy: 0.8708, prior_entropy: 0.6786, recall: 0.8708, relative_absolute_error: 0.721, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2983, root_relative_squared_error: 0.7781, scimark_benchmark: 1283.6762, usercpu_time_millis: 25.518, usercpu_time_millis_testing: 1.295, usercpu_time_millis_training: 24.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9417, f_measure: 0.8767, kappa: 0.539, kb_relative_information_score: 747.4356, mean_absolute_error: 0.199, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9031, predictive_accuracy: 0.8945, prior_entropy: 0.6786, recall: 0.8945, relative_absolute_error: 0.6764, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.7374, scimark_benchmark: 1304.4015, usercpu_time_millis: 401.416, usercpu_time_millis_testing: 8.038, usercpu_time_millis_training: 393.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.8512, kappa: 0.4379, kb_relative_information_score: 680.1808, mean_absolute_error: 0.2059, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8865, predictive_accuracy: 0.877, prior_entropy: 0.6786, recall: 0.877, relative_absolute_error: 0.7, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2926, root_relative_squared_error: 0.7632, scimark_benchmark: 1292.6074, usercpu_time_millis: 300.288, usercpu_time_millis_testing: 8.342, usercpu_time_millis_training: 291.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9168, f_measure: 0.7402, kb_relative_information_score: 309.784, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8465, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.8688, scimark_benchmark: 1283.8881, usercpu_time_millis: 48.175, usercpu_time_millis_testing: 4.108, usercpu_time_millis_training: 44.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.863, kappa: 0.4847, kb_relative_information_score: 667.4653, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8943, predictive_accuracy: 0.8849, prior_entropy: 0.6786, recall: 0.8849, relative_absolute_error: 0.703, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2908, root_relative_squared_error: 0.7584, scimark_benchmark: 1304.4313, usercpu_time_millis: 194.437, usercpu_time_millis_testing: 6.461, usercpu_time_millis_training: 187.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.7471, kappa: 0.0264, kb_relative_information_score: 370.7023, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.855, predictive_accuracy: 0.8238, prior_entropy: 0.6786, recall: 0.8238, relative_absolute_error: 0.8126, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.8464, scimark_benchmark: 1288.111, usercpu_time_millis: 38.672, usercpu_time_millis_testing: 2.434, usercpu_time_millis_training: 36.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.837, kappa: 0.3807, kb_relative_information_score: 597.922, mean_absolute_error: 0.2149, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8795, predictive_accuracy: 0.8683, prior_entropy: 0.6786, recall: 0.8683, relative_absolute_error: 0.7304, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.7809, scimark_benchmark: 1313.5072, usercpu_time_millis: 160.561, usercpu_time_millis_testing: 7.048, usercpu_time_millis_training: 153.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9366, f_measure: 0.8577, kappa: 0.4634, kb_relative_information_score: 698.2777, mean_absolute_error: 0.2043, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8921, predictive_accuracy: 0.8816, prior_entropy: 0.6786, recall: 0.8816, relative_absolute_error: 0.6946, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2899, root_relative_squared_error: 0.7562, scimark_benchmark: 1309.3729, usercpu_time_millis: 131.434, usercpu_time_millis_testing: 3.273, usercpu_time_millis_training: 128.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9355, f_measure: 0.8573, kappa: 0.4622, kb_relative_information_score: 653.7857, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.891, predictive_accuracy: 0.8812, prior_entropy: 0.6786, recall: 0.8812, relative_absolute_error: 0.709, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2929, root_relative_squared_error: 0.7639, scimark_benchmark: 1328.381, usercpu_time_millis: 170.826, usercpu_time_millis_testing: 5.182, usercpu_time_millis_training: 165.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9581, kappa: 0.8514, kb_relative_information_score: 1550.9292, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.962, predictive_accuracy: 0.9601, prior_entropy: 0.6786, recall: 0.9601, relative_absolute_error: 0.4084, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.5174, scimark_benchmark: 1306.0371, usercpu_time_millis: 4847.33, usercpu_time_millis_testing: 6.466, usercpu_time_millis_training: 4840.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9641, kappa: 0.8734, kb_relative_information_score: 1762.0242, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9668, predictive_accuracy: 0.9655, prior_entropy: 0.6786, recall: 0.9655, relative_absolute_error: 0.3096, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.4583, scimark_benchmark: 1298.9738, usercpu_time_millis: 4884.105, usercpu_time_millis_testing: 5.861, usercpu_time_millis_training: 4878.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.9627, kappa: 0.8684, kb_relative_information_score: 1710.181, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9656, predictive_accuracy: 0.9643, prior_entropy: 0.6786, recall: 0.9643, relative_absolute_error: 0.3264, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.479, scimark_benchmark: 1319.7894, usercpu_time_millis: 7125.639, usercpu_time_millis_testing: 8.439, usercpu_time_millis_training: 7117.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9039, kappa: 0.6457, kb_relative_information_score: 967.3933, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9219, predictive_accuracy: 0.9148, prior_entropy: 0.6786, recall: 0.9148, relative_absolute_error: 0.6167, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.262, root_relative_squared_error: 0.6834, scimark_benchmark: 1324.6096, usercpu_time_millis: 950.552, usercpu_time_millis_testing: 7.914, usercpu_time_millis_training: 942.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.9214, kappa: 0.7132, kb_relative_information_score: 1149.6764, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9335, predictive_accuracy: 0.9285, prior_entropy: 0.6786, recall: 0.9285, relative_absolute_error: 0.5599, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.6394, scimark_benchmark: 1328.244, usercpu_time_millis: 499.579, usercpu_time_millis_testing: 2.577, usercpu_time_millis_training: 497.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.9604, kappa: 0.8598, kb_relative_information_score: 1624.4538, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9639, predictive_accuracy: 0.9622, prior_entropy: 0.6786, recall: 0.9622, relative_absolute_error: 0.3774, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.4945, scimark_benchmark: 1301.2665, usercpu_time_millis: 3937.882, usercpu_time_millis_testing: 4.327, usercpu_time_millis_training: 3933.555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.9066, kappa: 0.6563, kb_relative_information_score: 949.3732, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9236, predictive_accuracy: 0.9169, prior_entropy: 0.6786, recall: 0.9169, relative_absolute_error: 0.6186, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.6852, scimark_benchmark: 1321.8928, usercpu_time_millis: 785.41, usercpu_time_millis_testing: 7.639, usercpu_time_millis_training: 777.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7792, f_measure: 0.7738, kappa: 0.2271, kb_relative_information_score: -467.0703, mean_absolute_error: 0.2858, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.7728, predictive_accuracy: 0.7748, prior_entropy: 0.6786, recall: 0.7748, relative_absolute_error: 0.9717, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3758, root_relative_squared_error: 0.9801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9544, kappa: 0.8381, kb_relative_information_score: 1505.0297, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9588, predictive_accuracy: 0.9568, prior_entropy: 0.6786, recall: 0.9568, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.5343, scimark_benchmark: 1301.3288, usercpu_time_millis: 550.426, usercpu_time_millis_testing: 1.784, usercpu_time_millis_training: 548.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9502, kappa: 0.8224, kb_relative_information_score: 1468.1271, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9554, predictive_accuracy: 0.9531, prior_entropy: 0.6786, recall: 0.9531, relative_absolute_error: 0.4431, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.21, root_relative_squared_error: 0.5478, scimark_benchmark: 1329.8539, usercpu_time_millis: 1909.565, usercpu_time_millis_testing: 3.03, usercpu_time_millis_training: 1906.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.9299, kappa: 0.7457, kb_relative_information_score: 1176.9344, mean_absolute_error: 0.1591, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.94, predictive_accuracy: 0.9356, prior_entropy: 0.6786, recall: 0.9356, relative_absolute_error: 0.5409, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6277, scimark_benchmark: 1330.1115, usercpu_time_millis: 617.065, usercpu_time_millis_testing: 4.62, usercpu_time_millis_training: 612.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.945, kappa: 0.803, kb_relative_information_score: 1387.4389, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9513, predictive_accuracy: 0.9485, prior_entropy: 0.6786, recall: 0.9485, relative_absolute_error: 0.4696, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.5657, scimark_benchmark: 1304.0737, usercpu_time_millis: 4282.326, usercpu_time_millis_testing: 8.569, usercpu_time_millis_training: 4273.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9168, kappa: 0.696, kb_relative_information_score: 1130.606, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.93, predictive_accuracy: 0.9248, prior_entropy: 0.6786, recall: 0.9248, relative_absolute_error: 0.5721, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.249, root_relative_squared_error: 0.6494, scimark_benchmark: 1310.9525, usercpu_time_millis: 2514.547, usercpu_time_millis_testing: 4.89, usercpu_time_millis_training: 2509.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9013, f_measure: 0.7402, kb_relative_information_score: 220.2737, mean_absolute_error: 0.2545, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.865, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.34, root_relative_squared_error: 0.8867, scimark_benchmark: 1294.5734, usercpu_time_millis: 17.837, usercpu_time_millis_testing: 1.573, usercpu_time_millis_training: 16.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9137, f_measure: 0.7402, kb_relative_information_score: 274.6831, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8607, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3379, root_relative_squared_error: 0.8813, scimark_benchmark: 1291.7753, usercpu_time_millis: 22.273, usercpu_time_millis_testing: 1.782, usercpu_time_millis_training: 20.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.8662, kappa: 0.4981, kb_relative_information_score: 705.4878, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8937, predictive_accuracy: 0.8866, prior_entropy: 0.6786, recall: 0.8866, relative_absolute_error: 0.6894, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2876, root_relative_squared_error: 0.7502, scimark_benchmark: 1321.2364, usercpu_time_millis: 193.18, usercpu_time_millis_testing: 7.814, usercpu_time_millis_training: 185.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.8251, kappa: 0.3339, kb_relative_information_score: 487.7853, mean_absolute_error: 0.2244, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8702, predictive_accuracy: 0.8608, prior_entropy: 0.6786, recall: 0.8608, relative_absolute_error: 0.763, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3082, root_relative_squared_error: 0.8038, scimark_benchmark: 1291.9355, usercpu_time_millis: 23.89, usercpu_time_millis_testing: 1.461, usercpu_time_millis_training: 22.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9418, f_measure: 0.8789, kappa: 0.5482, kb_relative_information_score: 735.1286, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.903, predictive_accuracy: 0.8957, prior_entropy: 0.6786, recall: 0.8957, relative_absolute_error: 0.6796, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.283, root_relative_squared_error: 0.7381, scimark_benchmark: 1319.0387, usercpu_time_millis: 399.072, usercpu_time_millis_testing: 8.756, usercpu_time_millis_training: 390.316,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8193, kappa: 0.3102, kb_relative_information_score: 529.1531, mean_absolute_error: 0.2205, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8697, predictive_accuracy: 0.8579, prior_entropy: 0.6786, recall: 0.8579, relative_absolute_error: 0.7494, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3086, root_relative_squared_error: 0.8048, scimark_benchmark: 1275.4435, usercpu_time_millis: 13.633, usercpu_time_millis_testing: 1.322, usercpu_time_millis_training: 12.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.7402, kb_relative_information_score: 146.7878, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.885, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3462, root_relative_squared_error: 0.903, scimark_benchmark: 1319.0528, usercpu_time_millis: 17.754, usercpu_time_millis_testing: 2.013, usercpu_time_millis_training: 15.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.8958, kappa: 0.6146, kb_relative_information_score: 858.4835, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9144, predictive_accuracy: 0.9082, prior_entropy: 0.6786, recall: 0.9082, relative_absolute_error: 0.6336, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.7074, scimark_benchmark: 1315.0724, usercpu_time_millis: 318.586, usercpu_time_millis_testing: 7.194, usercpu_time_millis_training: 311.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9563, kappa: 0.8452, kb_relative_information_score: 1600.4819, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9601, predictive_accuracy: 0.9585, prior_entropy: 0.6786, recall: 0.9585, relative_absolute_error: 0.3761, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.5079, scimark_benchmark: 1318.2921, usercpu_time_millis: 4462.682, usercpu_time_millis_testing: 7.891, usercpu_time_millis_training: 4454.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8888, f_measure: 0.7402, kb_relative_information_score: 139.1394, mean_absolute_error: 0.2627, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8931, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3488, root_relative_squared_error: 0.9096, scimark_benchmark: 1287.4026, usercpu_time_millis: 22.829, usercpu_time_millis_testing: 1.986, usercpu_time_millis_training: 20.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.8314, kappa: 0.3586, kb_relative_information_score: 558.5764, mean_absolute_error: 0.2186, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8765, predictive_accuracy: 0.865, prior_entropy: 0.6786, recall: 0.865, relative_absolute_error: 0.7433, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3023, root_relative_squared_error: 0.7886, scimark_benchmark: 1286.8803, usercpu_time_millis: 176.717, usercpu_time_millis_testing: 8.542, usercpu_time_millis_training: 168.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9045, f_measure: 0.7402, kb_relative_information_score: 302.6291, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.83, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.8604, scimark_benchmark: 1286.9716, usercpu_time_millis: 41.723, usercpu_time_millis_testing: 2.259, usercpu_time_millis_training: 39.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.7402, kb_relative_information_score: 287.4312, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8358, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3319, root_relative_squared_error: 0.8657, scimark_benchmark: 1302.3034, usercpu_time_millis: 10.504, usercpu_time_millis_testing: 0.889, usercpu_time_millis_training: 9.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, f_measure: 0.8629, kappa: 0.4847, kb_relative_information_score: 682.6513, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8925, predictive_accuracy: 0.8845, prior_entropy: 0.6786, recall: 0.8845, relative_absolute_error: 0.6979, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.7565, scimark_benchmark: 1316.4787, usercpu_time_millis: 120.947, usercpu_time_millis_testing: 4.495, usercpu_time_millis_training: 116.452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.7402, kb_relative_information_score: 46.6915, mean_absolute_error: 0.2791, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.9489, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.9536, scimark_benchmark: 1315.4047, usercpu_time_millis: 23.557, usercpu_time_millis_testing: 2.428, usercpu_time_millis_training: 21.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.7901, kappa: 0.1938, kb_relative_information_score: 483.8717, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8598, predictive_accuracy: 0.843, prior_entropy: 0.6786, recall: 0.843, relative_absolute_error: 0.7782, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3116, root_relative_squared_error: 0.8127, scimark_benchmark: 1319.2408, usercpu_time_millis: 99.518, usercpu_time_millis_testing: 6.69, usercpu_time_millis_training: 92.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, f_measure: 0.7402, kb_relative_information_score: 44.5606, mean_absolute_error: 0.2774, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.9431, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.9489, scimark_benchmark: 1317.9532, usercpu_time_millis: 18.644, usercpu_time_millis_testing: 1.85, usercpu_time_millis_training: 16.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8434, kappa: 0.4062, kb_relative_information_score: 615.8703, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8842, predictive_accuracy: 0.8725, prior_entropy: 0.6786, recall: 0.8725, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.7806, scimark_benchmark: 1317.2159, usercpu_time_millis: 187.463, usercpu_time_millis_testing: 5.57, usercpu_time_millis_training: 181.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.7498, kappa: 0.0367, kb_relative_information_score: 332.2155, mean_absolute_error: 0.2431, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8395, predictive_accuracy: 0.8247, prior_entropy: 0.6786, recall: 0.8247, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.8521, scimark_benchmark: 1322.6058, usercpu_time_millis: 20.996, usercpu_time_millis_testing: 1.912, usercpu_time_millis_training: 19.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.7402, kb_relative_information_score: 334.8906, mean_absolute_error: 0.2437, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8286, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.329, root_relative_squared_error: 0.8581, scimark_benchmark: 1312.4701, usercpu_time_millis: 72.77, usercpu_time_millis_testing: 4.712, usercpu_time_millis_training: 68.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8639, kappa: 0.4884, kb_relative_information_score: 737.2275, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8939, predictive_accuracy: 0.8853, prior_entropy: 0.6786, recall: 0.8853, relative_absolute_error: 0.6803, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2867, root_relative_squared_error: 0.7477, scimark_benchmark: 1313.207, usercpu_time_millis: 229.369, usercpu_time_millis_testing: 5.075, usercpu_time_millis_training: 224.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.7873, kappa: 0.183, kb_relative_information_score: 463.0837, mean_absolute_error: 0.2292, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8554, predictive_accuracy: 0.8413, prior_entropy: 0.6786, recall: 0.8413, relative_absolute_error: 0.7792, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3124, root_relative_squared_error: 0.8147, scimark_benchmark: 1313.6267, usercpu_time_millis: 63.588, usercpu_time_millis_testing: 4.593, usercpu_time_millis_training: 58.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.7529, kappa: 0.0486, kb_relative_information_score: 392.9457, mean_absolute_error: 0.2392, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8567, predictive_accuracy: 0.8263, prior_entropy: 0.6786, recall: 0.8263, relative_absolute_error: 0.813, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.8404, scimark_benchmark: 1296.6726, usercpu_time_millis: 96.814, usercpu_time_millis_testing: 7.909, usercpu_time_millis_training: 88.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.895, kappa: 0.612, kb_relative_information_score: 834.1911, mean_absolute_error: 0.189, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9128, predictive_accuracy: 0.9074, prior_entropy: 0.6786, recall: 0.9074, relative_absolute_error: 0.6425, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2742, root_relative_squared_error: 0.7152, scimark_benchmark: 1304.862, usercpu_time_millis: 189.709, usercpu_time_millis_testing: 4.104, usercpu_time_millis_training: 185.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.8712, kappa: 0.5175, kb_relative_information_score: 722.6749, mean_absolute_error: 0.2012, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8983, predictive_accuracy: 0.8903, prior_entropy: 0.6786, recall: 0.8903, relative_absolute_error: 0.6838, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2857, root_relative_squared_error: 0.7451, scimark_benchmark: 1291.8144, usercpu_time_millis: 205.009, usercpu_time_millis_testing: 6.291, usercpu_time_millis_training: 198.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.934, f_measure: 0.8603, kappa: 0.4748, kb_relative_information_score: 679.0991, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8892, predictive_accuracy: 0.8824, prior_entropy: 0.6786, recall: 0.8824, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.7601, scimark_benchmark: 1289.7023, usercpu_time_millis: 23.904, usercpu_time_millis_testing: 1.418, usercpu_time_millis_training: 22.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9229, f_measure: 0.7652, kappa: 0.0961, kb_relative_information_score: 391.953, mean_absolute_error: 0.2378, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8426, predictive_accuracy: 0.8309, prior_entropy: 0.6786, recall: 0.8309, relative_absolute_error: 0.8082, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.32, root_relative_squared_error: 0.8347, scimark_benchmark: 1303.8083, usercpu_time_millis: 33.4, usercpu_time_millis_testing: 2.886, usercpu_time_millis_training: 30.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.9022, kappa: 0.6396, kb_relative_information_score: 868.8907, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9191, predictive_accuracy: 0.9132, prior_entropy: 0.6786, recall: 0.9132, relative_absolute_error: 0.6269, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.7064, scimark_benchmark: 1288.2389, usercpu_time_millis: 44.831, usercpu_time_millis_testing: 1.504, usercpu_time_millis_training: 43.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8742, kappa: 0.5303, kb_relative_information_score: 722.001, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.898, predictive_accuracy: 0.892, prior_entropy: 0.6786, recall: 0.892, relative_absolute_error: 0.6828, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2852, root_relative_squared_error: 0.7437, scimark_benchmark: 1316.8367, usercpu_time_millis: 314.316, usercpu_time_millis_testing: 9.875, usercpu_time_millis_training: 304.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.7402, kb_relative_information_score: 248.7017, mean_absolute_error: 0.2507, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8522, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3366, root_relative_squared_error: 0.8779, scimark_benchmark: 1308.6291, usercpu_time_millis: 63.371, usercpu_time_millis_testing: 3.385, usercpu_time_millis_training: 59.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.771, kappa: 0.1189, kb_relative_information_score: 428.8137, mean_absolute_error: 0.2328, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.857, predictive_accuracy: 0.8342, prior_entropy: 0.6786, recall: 0.8342, relative_absolute_error: 0.7914, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3182, root_relative_squared_error: 0.8299, scimark_benchmark: 1304.2819, usercpu_time_millis: 70.627, usercpu_time_millis_testing: 4.646, usercpu_time_millis_training: 65.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.7982, kappa: 0.2257, kb_relative_information_score: 515.8892, mean_absolute_error: 0.2245, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8641, predictive_accuracy: 0.8471, prior_entropy: 0.6786, recall: 0.8471, relative_absolute_error: 0.7631, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3091, root_relative_squared_error: 0.8062, scimark_benchmark: 1323.1636, usercpu_time_millis: 96.363, usercpu_time_millis_testing: 4.72, usercpu_time_millis_training: 91.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.8255, kappa: 0.335, kb_relative_information_score: 559.7376, mean_absolute_error: 0.2194, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8718, predictive_accuracy: 0.8612, prior_entropy: 0.6786, recall: 0.8612, relative_absolute_error: 0.7457, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.7912, scimark_benchmark: 1293.71, usercpu_time_millis: 78.261, usercpu_time_millis_testing: 3.918, usercpu_time_millis_training: 74.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, f_measure: 0.7893, kappa: 0.1906, kb_relative_information_score: 453.6906, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8593, predictive_accuracy: 0.8425, prior_entropy: 0.6786, recall: 0.8425, relative_absolute_error: 0.7801, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3146, root_relative_squared_error: 0.8206, scimark_benchmark: 1289.4215, usercpu_time_millis: 91.518, usercpu_time_millis_testing: 4.691, usercpu_time_millis_training: 86.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.7402, kb_relative_information_score: 182.1418, mean_absolute_error: 0.2567, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8726, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.8944, scimark_benchmark: 1318.8305, usercpu_time_millis: 65.954, usercpu_time_millis_testing: 4.082, usercpu_time_millis_training: 61.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8816, kappa: 0.5587, kb_relative_information_score: 809.9489, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9054, predictive_accuracy: 0.8978, prior_entropy: 0.6786, recall: 0.8978, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.7243, scimark_benchmark: 1295.6272, usercpu_time_millis: 176.545, usercpu_time_millis_testing: 4.091, usercpu_time_millis_training: 172.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.8676, kappa: 0.5042, kb_relative_information_score: 683.376, mean_absolute_error: 0.2051, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8938, predictive_accuracy: 0.8874, prior_entropy: 0.6786, recall: 0.8874, relative_absolute_error: 0.6972, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2883, root_relative_squared_error: 0.752, scimark_benchmark: 1313.1645, usercpu_time_millis: 340.501, usercpu_time_millis_testing: 10.141, usercpu_time_millis_training: 330.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.7723, kappa: 0.1238, kb_relative_information_score: 444.3794, mean_absolute_error: 0.2318, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8486, predictive_accuracy: 0.8342, prior_entropy: 0.6786, recall: 0.8342, relative_absolute_error: 0.7881, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.317, root_relative_squared_error: 0.8268, scimark_benchmark: 1289.3984, usercpu_time_millis: 22.443, usercpu_time_millis_testing: 1.827, usercpu_time_millis_training: 20.616,

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