OpenML
Supervised Classification on wilt

Supervised Classification on wilt

Task 9889 Supervised Classification wilt 59008 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9838, kappa: 0.8379, kb_relative_information_score: 2973.3765, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9836, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.263, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.4808, scimark_benchmark: 1751.0103, usercpu_time_millis: 27.134, usercpu_time_millis_testing: 1.435, usercpu_time_millis_training: 25.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9674, kappa: 0.6477, kb_relative_information_score: 1246.8072, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9689, predictive_accuracy: 0.9709, prior_entropy: 0.3037, recall: 0.9709, relative_absolute_error: 0.5564, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1511, root_relative_squared_error: 0.6688, scimark_benchmark: 1740.579, usercpu_time_millis: 10.726, usercpu_time_millis_testing: 0.733, usercpu_time_millis_training: 9.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9829, kappa: 0.8295, kb_relative_information_score: 3137.6324, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9828, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.486, scimark_benchmark: 1753.9957, usercpu_time_millis: 48.163, usercpu_time_millis_testing: 2.396, usercpu_time_millis_training: 45.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9716, kappa: 0.694, kb_relative_information_score: 2288.413, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9737, predictive_accuracy: 0.9746, prior_entropy: 0.3037, recall: 0.9746, relative_absolute_error: 0.4323, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1301, root_relative_squared_error: 0.5759, scimark_benchmark: 1743.5492, usercpu_time_millis: 20.919, usercpu_time_millis_testing: 2.137, usercpu_time_millis_training: 18.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.97, kappa: 0.6736, kb_relative_information_score: 2000.1295, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.973, predictive_accuracy: 0.9735, prior_entropy: 0.3037, recall: 0.9735, relative_absolute_error: 0.4729, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.5952, scimark_benchmark: 1867.4545, usercpu_time_millis: 28.163, usercpu_time_millis_testing: 2.301, usercpu_time_millis_training: 25.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9803, kappa: 0.802, kb_relative_information_score: 2345.0007, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9801, predictive_accuracy: 0.9808, prior_entropy: 0.3037, recall: 0.9808, relative_absolute_error: 0.3443, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1215, root_relative_squared_error: 0.538, scimark_benchmark: 1759.2301, usercpu_time_millis: 32.771, usercpu_time_millis_testing: 1.602, usercpu_time_millis_training: 31.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9833, kappa: 0.8356, kb_relative_information_score: 3027.4183, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9832, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2416, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1121, root_relative_squared_error: 0.4961, scimark_benchmark: 1686.1462, usercpu_time_millis: 59.093, usercpu_time_millis_testing: 3.338, usercpu_time_millis_training: 55.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9819, kappa: 0.8222, kb_relative_information_score: 2627.4454, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9819, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.3141, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.5333, scimark_benchmark: 1755.9441, usercpu_time_millis: 31.578, usercpu_time_millis_testing: 1.231, usercpu_time_millis_training: 30.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8188, f_measure: 0.9198, kb_relative_information_score: -3215.9206, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9671, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.9765, scimark_benchmark: 1741.4444, usercpu_time_millis: 9.679, usercpu_time_millis_testing: 0.793, usercpu_time_millis_training: 8.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.9198, kb_relative_information_score: -3043.9906, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.8749, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.8979, scimark_benchmark: 1769.7336, usercpu_time_millis: 16.345, usercpu_time_millis_testing: 0.998, usercpu_time_millis_training: 15.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.9674, kappa: 0.6599, kb_relative_information_score: 766.4194, mean_absolute_error: 0.0651, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9671, predictive_accuracy: 0.9696, prior_entropy: 0.3037, recall: 0.9696, relative_absolute_error: 0.6372, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.7368, scimark_benchmark: 1742.2542, usercpu_time_millis: 8.888, usercpu_time_millis_testing: 0.58, usercpu_time_millis_training: 8.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9823, kappa: 0.8229, kb_relative_information_score: 2378.3668, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9821, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.3403, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1216, root_relative_squared_error: 0.5384, scimark_benchmark: 1760.9717, usercpu_time_millis: 23.374, usercpu_time_millis_testing: 0.959, usercpu_time_millis_training: 22.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.9307, kappa: 0.1573, kb_relative_information_score: 262.5642, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9457, predictive_accuracy: 0.9502, prior_entropy: 0.3037, recall: 0.9502, relative_absolute_error: 0.7245, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1761, root_relative_squared_error: 0.7796, scimark_benchmark: 1730.9949, usercpu_time_millis: 7.624, usercpu_time_millis_testing: 0.512, usercpu_time_millis_training: 7.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9809, kappa: 0.8049, kb_relative_information_score: 2843.8432, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.981, predictive_accuracy: 0.9818, prior_entropy: 0.3037, recall: 0.9818, relative_absolute_error: 0.3122, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.5034, scimark_benchmark: 1819.6022, usercpu_time_millis: 15.832, usercpu_time_millis_testing: 0.865, usercpu_time_millis_training: 14.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9835, kappa: 0.8343, kb_relative_information_score: 3023.961, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9833, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2651, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.4829, scimark_benchmark: 1872.9496, usercpu_time_millis: 22.558, usercpu_time_millis_testing: 1.23, usercpu_time_millis_training: 21.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9699, kappa: 0.6851, kb_relative_information_score: 1344.2236, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.97, predictive_accuracy: 0.9721, prior_entropy: 0.3037, recall: 0.9721, relative_absolute_error: 0.4919, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.6538, scimark_benchmark: 1968.8908, usercpu_time_millis: 14.996, usercpu_time_millis_testing: 0.822, usercpu_time_millis_training: 14.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9827, kappa: 0.8242, kb_relative_information_score: 2912.2439, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9826, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2885, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.4887, scimark_benchmark: 1808.7261, usercpu_time_millis: 16.568, usercpu_time_millis_testing: 0.934, usercpu_time_millis_training: 15.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9736, kappa: 0.7295, kb_relative_information_score: 2025.6689, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9732, predictive_accuracy: 0.9748, prior_entropy: 0.3037, recall: 0.9748, relative_absolute_error: 0.4042, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1322, root_relative_squared_error: 0.5854, scimark_benchmark: 1737.3598, usercpu_time_millis: 3.726, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 3.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7425, f_measure: 0.9198, kb_relative_information_score: -3570.0227, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9707, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.222, root_relative_squared_error: 0.9829, scimark_benchmark: 1736.3989, usercpu_time_millis: 3.049, usercpu_time_millis_testing: 0.211, usercpu_time_millis_training: 2.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9791, kappa: 0.7838, kb_relative_information_score: 2505.0868, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9795, predictive_accuracy: 0.9804, prior_entropy: 0.3037, recall: 0.9804, relative_absolute_error: 0.3554, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1196, root_relative_squared_error: 0.5294, scimark_benchmark: 1753.7072, usercpu_time_millis: 27.153, usercpu_time_millis_testing: 1.957, usercpu_time_millis_training: 25.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9827, kappa: 0.8242, kb_relative_information_score: 2899.3331, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9826, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2902, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.4896, scimark_benchmark: 1760.5046, usercpu_time_millis: 28.07, usercpu_time_millis_testing: 1.74, usercpu_time_millis_training: 26.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9689, kappa: 0.6644, kb_relative_information_score: 1718.8878, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9709, predictive_accuracy: 0.9723, prior_entropy: 0.3037, recall: 0.9723, relative_absolute_error: 0.4931, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.6182, scimark_benchmark: 1744.8534, usercpu_time_millis: 20.186, usercpu_time_millis_testing: 2.324, usercpu_time_millis_training: 17.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9813, kappa: 0.8116, kb_relative_information_score: 2528.7438, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9811, predictive_accuracy: 0.9818, prior_entropy: 0.3037, recall: 0.9818, relative_absolute_error: 0.3239, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1187, root_relative_squared_error: 0.5254, scimark_benchmark: 1877.2162, usercpu_time_millis: 26.573, usercpu_time_millis_testing: 1.25, usercpu_time_millis_training: 25.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9818, kappa: 0.8163, kb_relative_information_score: 2724.877, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9817, predictive_accuracy: 0.9824, prior_entropy: 0.3037, recall: 0.9824, relative_absolute_error: 0.3133, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.5036, scimark_benchmark: 1751.237, usercpu_time_millis: 14.732, usercpu_time_millis_testing: 0.773, usercpu_time_millis_training: 13.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9817, kappa: 0.8123, kb_relative_information_score: 2827.1281, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.982, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.3172, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.5038, scimark_benchmark: 1789.7877, usercpu_time_millis: 27.785, usercpu_time_millis_testing: 1.788, usercpu_time_millis_training: 25.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9829, kappa: 0.8274, kb_relative_information_score: 2931.9199, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9828, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2823, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1099, root_relative_squared_error: 0.4865, scimark_benchmark: 1756.4508, usercpu_time_millis: 38.057, usercpu_time_millis_testing: 2.622, usercpu_time_millis_training: 35.435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9839, kappa: 0.8409, kb_relative_information_score: 2970.9075, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9838, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.4882, scimark_benchmark: 1672.6337, usercpu_time_millis: 41.115, usercpu_time_millis_testing: 1.529, usercpu_time_millis_training: 39.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9698, kappa: 0.6755, kb_relative_information_score: 1428.4964, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9715, predictive_accuracy: 0.9729, prior_entropy: 0.3037, recall: 0.9729, relative_absolute_error: 0.5073, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1471, root_relative_squared_error: 0.6514, scimark_benchmark: 1756.754, usercpu_time_millis: 17.984, usercpu_time_millis_testing: 1.689, usercpu_time_millis_training: 16.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9799, kappa: 0.7936, kb_relative_information_score: 2607.7862, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9801, predictive_accuracy: 0.981, prior_entropy: 0.3037, recall: 0.981, relative_absolute_error: 0.3363, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1163, root_relative_squared_error: 0.515, scimark_benchmark: 1871.8506, usercpu_time_millis: 17.208, usercpu_time_millis_testing: 1.238, usercpu_time_millis_training: 15.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.9198, kb_relative_information_score: -4599.7334, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9313, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.954, scimark_benchmark: 1874.977, usercpu_time_millis: 18.417, usercpu_time_millis_testing: 1.028, usercpu_time_millis_training: 17.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9809, kappa: 0.8041, kb_relative_information_score: 2716.1757, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.981, predictive_accuracy: 0.9818, prior_entropy: 0.3037, recall: 0.9818, relative_absolute_error: 0.3286, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.5115, scimark_benchmark: 1750.3253, usercpu_time_millis: 9.919, usercpu_time_millis_testing: 0.593, usercpu_time_millis_training: 9.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9763, kappa: 0.7512, kb_relative_information_score: 2454.9669, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9771, predictive_accuracy: 0.9781, prior_entropy: 0.3037, recall: 0.9781, relative_absolute_error: 0.3641, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.5419, scimark_benchmark: 1741.342, usercpu_time_millis: 17.438, usercpu_time_millis_testing: 1.718, usercpu_time_millis_training: 15.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9756, kappa: 0.7436, kb_relative_information_score: 2461.7423, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9764, predictive_accuracy: 0.9775, prior_entropy: 0.3037, recall: 0.9775, relative_absolute_error: 0.3603, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.5479, scimark_benchmark: 2010.2975, usercpu_time_millis: 8.453, usercpu_time_millis_testing: 0.699, usercpu_time_millis_training: 7.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9676, kappa: 0.6435, kb_relative_information_score: 2002.3859, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9717, predictive_accuracy: 0.9719, prior_entropy: 0.3037, recall: 0.9719, relative_absolute_error: 0.4948, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.14, root_relative_squared_error: 0.6198, scimark_benchmark: 1738.5695, usercpu_time_millis: 27.968, usercpu_time_millis_testing: 3.492, usercpu_time_millis_training: 24.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9644, kappa: 0.6044, kb_relative_information_score: 1592.0813, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9693, predictive_accuracy: 0.9696, prior_entropy: 0.3037, recall: 0.9696, relative_absolute_error: 0.5429, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1458, root_relative_squared_error: 0.6455, scimark_benchmark: 1736.1249, usercpu_time_millis: 27.324, usercpu_time_millis_testing: 3.258, usercpu_time_millis_training: 24.066,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.981, kappa: 0.8064, kb_relative_information_score: 2863.9083, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.981, predictive_accuracy: 0.9818, prior_entropy: 0.3037, recall: 0.9818, relative_absolute_error: 0.299, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1121, root_relative_squared_error: 0.4962, scimark_benchmark: 1757.1582, usercpu_time_millis: 14.576, usercpu_time_millis_testing: 0.912, usercpu_time_millis_training: 13.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9819, kappa: 0.8159, kb_relative_information_score: 2876.3116, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9819, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.3053, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.5012, scimark_benchmark: 1796.0263, usercpu_time_millis: 16.781, usercpu_time_millis_testing: 1.078, usercpu_time_millis_training: 15.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.9198, kb_relative_information_score: 6.6546, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9973, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 2089.8306, usercpu_time_millis: 1.074, usercpu_time_millis_testing: 0.125, usercpu_time_millis_training: 0.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9744, kappa: 0.7434, kb_relative_information_score: 2110.3201, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.974, predictive_accuracy: 0.975, prior_entropy: 0.3037, recall: 0.975, relative_absolute_error: 0.4054, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1324, root_relative_squared_error: 0.5862, scimark_benchmark: 1867.4545, usercpu_time_millis: 37.838, usercpu_time_millis_testing: 1.819, usercpu_time_millis_training: 36.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9825, kappa: 0.8253, kb_relative_information_score: 2377.9657, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9823, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.3438, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1227, root_relative_squared_error: 0.5431, scimark_benchmark: 1759.1959, usercpu_time_millis: 8.627, usercpu_time_millis_testing: 0.459, usercpu_time_millis_training: 8.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.9697, kappa: 0.6844, kb_relative_information_score: 1334.2551, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9695, predictive_accuracy: 0.9717, prior_entropy: 0.3037, recall: 0.9717, relative_absolute_error: 0.4688, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.6485, scimark_benchmark: 1757.0464, usercpu_time_millis: 13.098, usercpu_time_millis_testing: 0.489, usercpu_time_millis_training: 12.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9831, kappa: 0.8313, kb_relative_information_score: 2663.0971, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.983, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.5159, scimark_benchmark: 1756.5914, usercpu_time_millis: 0.644, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9731, kappa: 0.7134, kb_relative_information_score: 2141.0904, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9746, predictive_accuracy: 0.9756, prior_entropy: 0.3037, recall: 0.9756, relative_absolute_error: 0.4212, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.5703, scimark_benchmark: 1788.1908, usercpu_time_millis: 18.693, usercpu_time_millis_testing: 1.478, usercpu_time_millis_training: 17.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9614, kappa: 0.5701, kb_relative_information_score: 707.5188, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9657, predictive_accuracy: 0.9671, prior_entropy: 0.3037, recall: 0.9671, relative_absolute_error: 0.6451, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.7273, scimark_benchmark: 1873.4078, usercpu_time_millis: 10.979, usercpu_time_millis_testing: 0.838, usercpu_time_millis_training: 10.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9702, kappa: 0.6881, kb_relative_information_score: 1259.5398, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9702, predictive_accuracy: 0.9723, prior_entropy: 0.3037, recall: 0.9723, relative_absolute_error: 0.482, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1489, root_relative_squared_error: 0.6591, scimark_benchmark: 1738.9717, usercpu_time_millis: 6.096, usercpu_time_millis_testing: 0.247, usercpu_time_millis_training: 5.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9713, kappa: 0.6894, kb_relative_information_score: 2239.2068, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9736, predictive_accuracy: 0.9744, prior_entropy: 0.3037, recall: 0.9744, relative_absolute_error: 0.4414, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.132, root_relative_squared_error: 0.5841, scimark_benchmark: 1755.1395, usercpu_time_millis: 12.766, usercpu_time_millis_testing: 1.089, usercpu_time_millis_training: 11.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9834, kappa: 0.8343, kb_relative_information_score: 3173.3189, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9832, predictive_accuracy: 0.9837, prior_entropy: 0.3037, recall: 0.9837, relative_absolute_error: 0.2398, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.4907, scimark_benchmark: 1992.4038, usercpu_time_millis: 12.555, usercpu_time_millis_testing: 0.486, usercpu_time_millis_training: 12.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.9198, kb_relative_information_score: -46.5585, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1751.6968, usercpu_time_millis: 1.452, usercpu_time_millis_testing: 0.138, usercpu_time_millis_training: 1.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9706, kappa: 0.6801, kb_relative_information_score: 2002.0299, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9735, predictive_accuracy: 0.974, prior_entropy: 0.3037, recall: 0.974, relative_absolute_error: 0.4658, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.6069, scimark_benchmark: 1751.0677, usercpu_time_millis: 1.098, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 1.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.9515, kappa: 0.4404, kb_relative_information_score: 408.72, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9594, predictive_accuracy: 0.9609, prior_entropy: 0.3037, recall: 0.9609, relative_absolute_error: 0.7014, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.7643, scimark_benchmark: 1808.6218, usercpu_time_millis: 0.942, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9799, kappa: 0.7927, kb_relative_information_score: 2746.2097, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9802, predictive_accuracy: 0.981, prior_entropy: 0.3037, recall: 0.981, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.5083, scimark_benchmark: 1721.9847, usercpu_time_millis: 21.361, usercpu_time_millis_testing: 1.886, usercpu_time_millis_training: 19.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9794, kappa: 0.7865, kb_relative_information_score: 2717.7556, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9797, predictive_accuracy: 0.9806, prior_entropy: 0.3037, recall: 0.9806, relative_absolute_error: 0.3286, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1157, root_relative_squared_error: 0.5123, scimark_benchmark: 1789.0913, usercpu_time_millis: 13.855, usercpu_time_millis_testing: 1.09, usercpu_time_millis_training: 12.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9694, kappa: 0.6694, kb_relative_information_score: 1803.6688, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9714, predictive_accuracy: 0.9727, prior_entropy: 0.3037, recall: 0.9727, relative_absolute_error: 0.4816, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1378, root_relative_squared_error: 0.6099, scimark_benchmark: 1705.8695, usercpu_time_millis: 22.185, usercpu_time_millis_testing: 2.791, usercpu_time_millis_training: 19.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.9198, kb_relative_information_score: -485.3015, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.826, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.192, root_relative_squared_error: 0.8501, scimark_benchmark: 1738.5695, usercpu_time_millis: 17.806, usercpu_time_millis_testing: 2.083, usercpu_time_millis_training: 15.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9136, f_measure: 0.9198, kb_relative_information_score: -1725.1733, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9601, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.218, root_relative_squared_error: 0.9651, scimark_benchmark: 1757.1582, usercpu_time_millis: 11.727, usercpu_time_millis_testing: 1.169, usercpu_time_millis_training: 10.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9839, kappa: 0.8397, kb_relative_information_score: 3146.4154, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9837, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2336, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.4831, scimark_benchmark: 1754.4555, usercpu_time_millis: 29.757, usercpu_time_millis_testing: 1.376, usercpu_time_millis_training: 28.381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9809, kappa: 0.8041, kb_relative_information_score: 2794.0906, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.981, predictive_accuracy: 0.9818, prior_entropy: 0.3037, recall: 0.9818, relative_absolute_error: 0.3211, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.114, root_relative_squared_error: 0.5045, scimark_benchmark: 1980.3258, usercpu_time_millis: 20.936, usercpu_time_millis_testing: 1.141, usercpu_time_millis_training: 19.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9481, kappa: 0.3924, kb_relative_information_score: 703.2862, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.96, predictive_accuracy: 0.9595, prior_entropy: 0.3037, recall: 0.9595, relative_absolute_error: 0.6687, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.7384, scimark_benchmark: 1951.5892, usercpu_time_millis: 1.043, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9785, kappa: 0.7765, kb_relative_information_score: 2686.231, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9788, predictive_accuracy: 0.9797, prior_entropy: 0.3037, recall: 0.9797, relative_absolute_error: 0.336, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1171, root_relative_squared_error: 0.5182, scimark_benchmark: 1736.075, usercpu_time_millis: 9.237, usercpu_time_millis_testing: 0.814, usercpu_time_millis_training: 8.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9744, kappa: 0.7509, kb_relative_information_score: 2034.0996, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9746, predictive_accuracy: 0.9742, prior_entropy: 0.3037, recall: 0.9742, relative_absolute_error: 0.393, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.6341, scimark_benchmark: 1787.1763, usercpu_time_millis: 14.242, usercpu_time_millis_testing: 0.529, usercpu_time_millis_training: 13.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9393, kappa: 0.2718, kb_relative_information_score: 156.6024, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.957, predictive_accuracy: 0.9549, prior_entropy: 0.3037, recall: 0.9549, relative_absolute_error: 0.722, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.7751, scimark_benchmark: 1735.381, usercpu_time_millis: 16.184, usercpu_time_millis_testing: 1.501, usercpu_time_millis_training: 14.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9504, kappa: 0.4237, kb_relative_information_score: 647.0218, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9607, predictive_accuracy: 0.9607, prior_entropy: 0.3037, recall: 0.9607, relative_absolute_error: 0.6791, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.742, scimark_benchmark: 1756.2894, usercpu_time_millis: 10.131, usercpu_time_millis_testing: 1.224, usercpu_time_millis_training: 8.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9616, kappa: 0.5718, kb_relative_information_score: 1103.9673, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9661, predictive_accuracy: 0.9673, prior_entropy: 0.3037, recall: 0.9673, relative_absolute_error: 0.6016, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.6879, scimark_benchmark: 1722.843, usercpu_time_millis: 21.383, usercpu_time_millis_testing: 1.892, usercpu_time_millis_training: 19.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9819, kappa: 0.8159, kb_relative_information_score: 2633.5344, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9819, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.3248, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1156, root_relative_squared_error: 0.5119, scimark_benchmark: 2130.1477, usercpu_time_millis: 2.795, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 2.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.982, kappa: 0.8213, kb_relative_information_score: 2459.4564, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9818, predictive_accuracy: 0.9822, prior_entropy: 0.3037, recall: 0.9822, relative_absolute_error: 0.3349, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1226, root_relative_squared_error: 0.5427, scimark_benchmark: 1765.6094, usercpu_time_millis: 32.608, usercpu_time_millis_testing: 1.345, usercpu_time_millis_training: 31.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9829, kappa: 0.8303, kb_relative_information_score: 2716.8126, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9827, predictive_accuracy: 0.9831, prior_entropy: 0.3037, recall: 0.9831, relative_absolute_error: 0.2939, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1169, root_relative_squared_error: 0.5177, scimark_benchmark: 1717.2285, usercpu_time_millis: 29.367, usercpu_time_millis_testing: 1.224, usercpu_time_millis_training: 28.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.9198, kb_relative_information_score: 4.8859, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1749.8654, usercpu_time_millis: 4.623, usercpu_time_millis_testing: 0.781, usercpu_time_millis_training: 3.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.9561, kappa: 0.5047, kb_relative_information_score: 525.7465, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.961, predictive_accuracy: 0.9634, prior_entropy: 0.3037, recall: 0.9634, relative_absolute_error: 0.6786, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.7509, scimark_benchmark: 1872.9496, usercpu_time_millis: 8.491, usercpu_time_millis_testing: 0.592, usercpu_time_millis_training: 7.899,

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