OpenML
Supervised Classification on pc1

Supervised Classification on pc1

Task 3918 Supervised Classification pc1 147053 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 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: 0.4956, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 16.9296, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9816, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.9943, scimark_benchmark: 1737.5407, usercpu_time_millis: 2.587, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 2.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5089, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 16.0491, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9828, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.9943, scimark_benchmark: 1868.7112, usercpu_time_millis: 2.225, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 2.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5222, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 16.5711, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.9942, scimark_benchmark: 1864.8991, usercpu_time_millis: 0.918, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.638, f_measure: 0.9068, kappa: 0.1211, kb_relative_information_score: 42.0108, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9083, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9189, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2436, root_relative_squared_error: 0.9584, scimark_benchmark: 1873.4078, usercpu_time_millis: 1.142, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 1.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.506, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 8.8228, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9842, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2546, root_relative_squared_error: 1.0017, scimark_benchmark: 1835.2599, usercpu_time_millis: 2.811, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 2.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5212, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 13.4285, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9839, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.254, root_relative_squared_error: 0.9991, scimark_benchmark: 1865.8853, usercpu_time_millis: 1.789, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5151, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 18.2692, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9795, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.9927, scimark_benchmark: 1868.5777, usercpu_time_millis: 1.564, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6891, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -65.5376, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9569, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.988, scimark_benchmark: 1848.2313, usercpu_time_millis: 1.037, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5208, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 18.097, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.9936, scimark_benchmark: 1847.8582, usercpu_time_millis: 1.217, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 1.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4897, f_measure: 0.8971, kb_relative_information_score: 6.008, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9889, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2546, root_relative_squared_error: 1.0016, scimark_benchmark: 1862.5409, usercpu_time_millis: 2.509, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 2.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5494, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: 7.3503, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.983, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.916, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6929, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -25.6441, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9864, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.9918, scimark_benchmark: 1856.1263, usercpu_time_millis: 6.594, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 6.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6788, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -61.8557, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9523, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2509, root_relative_squared_error: 0.9871, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.932, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4805, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 8.3614, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9864, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.998, scimark_benchmark: 1861.8341, usercpu_time_millis: 3.658, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 3.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6854, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -76.6458, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9591, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2516, root_relative_squared_error: 0.99, scimark_benchmark: 1865.0384, usercpu_time_millis: 1.194, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 1.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5311, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 7.4644, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1865.8853, usercpu_time_millis: 2.891, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 2.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.648, f_measure: 0.9141, kappa: 0.1993, kb_relative_information_score: 89.4157, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9199, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.912, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.9608, scimark_benchmark: 1854.2319, usercpu_time_millis: 5.242, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 5.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7148, f_measure: 0.8967, kappa: -0.0018, kb_relative_information_score: -403.852, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8659, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9372, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.9856, scimark_benchmark: 1870.4728, usercpu_time_millis: 0.751, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6414, f_measure: 0.9055, kappa: 0.1032, kb_relative_information_score: -44.1138, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9082, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9318, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2439, root_relative_squared_error: 0.9593, scimark_benchmark: 1876.2965, usercpu_time_millis: 0.818, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5422, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: 13.4294, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9809, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.9977, scimark_benchmark: 1863.9124, usercpu_time_millis: 0.874, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6612, f_measure: 0.8984, kappa: 0.0199, kb_relative_information_score: -11.5888, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8898, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9757, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.9968, scimark_benchmark: 1869.9448, usercpu_time_millis: 2.604, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 2.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6717, f_measure: 0.9, kappa: 0.0539, kb_relative_information_score: -85.6153, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8887, predictive_accuracy: 0.927, prior_entropy: 0.3667, recall: 0.927, relative_absolute_error: 0.9589, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.251, root_relative_squared_error: 0.9875, scimark_benchmark: 1873.4805, usercpu_time_millis: 0.872, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6069, f_measure: 0.9141, kappa: 0.1993, kb_relative_information_score: 78.1053, mean_absolute_error: 0.1198, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9199, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.9226, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2456, root_relative_squared_error: 0.9661, scimark_benchmark: 1862.4126, usercpu_time_millis: 5.064, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 4.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5773, f_measure: 0.8984, kappa: 0.0199, kb_relative_information_score: 3.7754, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8898, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9863, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.255, root_relative_squared_error: 1.0033, scimark_benchmark: 1866.4162, usercpu_time_millis: 1.019, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6958, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -68.3963, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9592, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.9887, scimark_benchmark: 1850.0271, usercpu_time_millis: 1.101, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 1.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6713, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -51.4851, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9658, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2517, root_relative_squared_error: 0.9903, scimark_benchmark: 1854.4968, usercpu_time_millis: 0.834, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7465, f_measure: 0.8962, kappa: -0.0035, kb_relative_information_score: -258.7413, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8658, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.9735, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.252, root_relative_squared_error: 0.9915, scimark_benchmark: 1876.6882, usercpu_time_millis: 1.317, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6185, f_measure: 0.9141, kappa: 0.1993, kb_relative_information_score: 82.2192, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9199, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.9193, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2453, root_relative_squared_error: 0.965, scimark_benchmark: 1869.6309, usercpu_time_millis: 5.056, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 4.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6065, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: 6.3443, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.9995, scimark_benchmark: 1871.9601, usercpu_time_millis: 0.99, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.513, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 18.4696, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9797, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.9931, scimark_benchmark: 1844.7474, usercpu_time_millis: 1.335, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 1.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: -35.4903, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9907, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.9918, scimark_benchmark: 1855.2567, usercpu_time_millis: 19.306, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 19.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4703, f_measure: 0.8962, kappa: -0.0035, kb_relative_information_score: -10.219, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8658, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.996, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.256, root_relative_squared_error: 1.0072, scimark_benchmark: 1860.3629, usercpu_time_millis: 1.562, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 1.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6703, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: -29.0754, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9915, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2522, root_relative_squared_error: 0.9921, scimark_benchmark: 1857.7272, usercpu_time_millis: 44.579, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 44.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5349, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 8.5206, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.981, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1.0002, scimark_benchmark: 1745.3086, usercpu_time_millis: 2.536, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 2.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5813, f_measure: 0.8984, kappa: 0.0199, kb_relative_information_score: 1.8487, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8898, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2544, root_relative_squared_error: 1.0007, scimark_benchmark: 1869.2422, usercpu_time_millis: 1.041, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 1.013,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6747, f_measure: 0.904, kappa: 0.0846, kb_relative_information_score: 28.9457, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9086, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9329, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2468, root_relative_squared_error: 0.9708, scimark_benchmark: 1752.1591, usercpu_time_millis: 1.328, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.9129, kappa: 0.1925, kb_relative_information_score: 67.7238, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9143, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.867, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2393, root_relative_squared_error: 0.9413, scimark_benchmark: 1858.9715, usercpu_time_millis: 3.412, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 3.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5505, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: 7.3412, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 1, scimark_benchmark: 1747.5569, usercpu_time_millis: 0.971, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6826, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -29.1573, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9886, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.9917, scimark_benchmark: 1748.4638, usercpu_time_millis: 11.695, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 11.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5222, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 16.6135, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.9942, scimark_benchmark: 1840.8449, usercpu_time_millis: 1.032, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6806, f_measure: 0.9015, kappa: 0.0606, kb_relative_information_score: 14.1923, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8978, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9462, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.9814, scimark_benchmark: 1757.559, usercpu_time_millis: 1.578, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 1.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6948, f_measure: 0.9, kappa: 0.0407, kb_relative_information_score: -61.2616, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8951, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.956, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2517, root_relative_squared_error: 0.99, scimark_benchmark: 1948.664, usercpu_time_millis: 1.333, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.494, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 17.9167, mean_absolute_error: 0.1273, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9798, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.9941, scimark_benchmark: 1886.3144, usercpu_time_millis: 2.565, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 2.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6683, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -52.1962, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.9905, scimark_benchmark: 1858.9715, usercpu_time_millis: 0.853, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7961, f_measure: 0.9118, kappa: 0.177, kb_relative_information_score: 92.7909, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9144, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.8812, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2405, root_relative_squared_error: 0.946, scimark_benchmark: 1757.4543, usercpu_time_millis: 3.941, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 3.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6767, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -35.0881, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9904, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2522, root_relative_squared_error: 0.992, scimark_benchmark: 1868.2531, usercpu_time_millis: 15.937, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 15.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6807, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -32.5806, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9896, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.9917, scimark_benchmark: 1850.6087, usercpu_time_millis: 11.845, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 11.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6948, f_measure: 0.8984, kappa: 0.0199, kb_relative_information_score: -29.5483, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8898, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9859, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.9929, scimark_benchmark: 1730.8101, usercpu_time_millis: 3.878, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 3.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4798, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 4.9055, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9918, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2547, root_relative_squared_error: 1.0021, scimark_benchmark: 1889.4183, usercpu_time_millis: 1.897, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 1.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4934, f_measure: 0.8971, kb_relative_information_score: 6.7649, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9877, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2546, root_relative_squared_error: 1.0014, scimark_benchmark: 1851.5125, usercpu_time_millis: 2.714, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 2.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5241, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 19.764, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9788, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.9932, scimark_benchmark: 1865.586, usercpu_time_millis: 0.964, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5382, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 13.456, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9815, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.9995, scimark_benchmark: 1858.0046, usercpu_time_millis: 1.067, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 1.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6083, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: 7.2126, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9828, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.254, root_relative_squared_error: 0.9994, scimark_benchmark: 1891.2186, usercpu_time_millis: 0.961, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7977, f_measure: 0.8948, kappa: -0.0085, kb_relative_information_score: -331.3628, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8657, predictive_accuracy: 0.9261, prior_entropy: 0.3667, recall: 0.9261, relative_absolute_error: 0.9377, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.9861, scimark_benchmark: 1890.5382, usercpu_time_millis: 1.446, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 1.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6677, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -51.7521, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9664, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.9907, scimark_benchmark: 1866.0766, usercpu_time_millis: 0.848, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5731, f_measure: 0.8984, kappa: 0.0199, kb_relative_information_score: 4.3946, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8898, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9867, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2549, root_relative_squared_error: 1.0029, scimark_benchmark: 1863.6877, usercpu_time_millis: 0.981, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6326, f_measure: 0.9044, kappa: 0.098, kb_relative_information_score: 22.4091, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9011, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9329, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2454, root_relative_squared_error: 0.9654, scimark_benchmark: 1876.6882, usercpu_time_millis: 1.118, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 1.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5265, f_measure: 0.901, kappa: 0.045, kb_relative_information_score: 19.3305, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9138, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9781, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.9943, scimark_benchmark: 1889.0266, usercpu_time_millis: 4.614, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 4.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -27.5341, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.987, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.252, root_relative_squared_error: 0.9913, scimark_benchmark: 1862.9503, usercpu_time_millis: 8.004, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 7.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.517, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 17.8509, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.9936, scimark_benchmark: 1755.7275, usercpu_time_millis: 1.34, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5796, f_measure: 0.9136, kappa: 0.187, kb_relative_information_score: 95.7341, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.925, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.8976, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.951, scimark_benchmark: 1853.1406, usercpu_time_millis: 1.87, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 1.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -67.4226, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9588, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.9887, scimark_benchmark: 1742.555, usercpu_time_millis: 1.098, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5611, f_measure: 0.8984, kappa: 0.0199, kb_relative_information_score: 9.2898, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8898, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9825, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.998, scimark_benchmark: 1845.9861, usercpu_time_millis: 0.974, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6392, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: -30.3755, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9923, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.9929, scimark_benchmark: 1744.7973, usercpu_time_millis: 104.907, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 104.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8173, f_measure: 0.9193, kappa: 0.2541, kb_relative_information_score: -242.093, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9261, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.8542, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.9179, scimark_benchmark: 1869.4799, usercpu_time_millis: 1.809, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 1.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5038, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 18.1504, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.9942, scimark_benchmark: 1868.1832, usercpu_time_millis: 2.764, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 2.736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.737, f_measure: 0.9106, kappa: 0.1609, kb_relative_information_score: 99.3449, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9147, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.8953, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.9528, scimark_benchmark: 1864.0845, usercpu_time_millis: 2.692, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 2.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5589, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: 10.2049, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9816, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.9975, scimark_benchmark: 1746.6801, usercpu_time_millis: 0.926, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.896,

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