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: 0.9841, f_measure: 0.9831, kappa: 0.8327, kb_relative_information_score: 3154.699, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.983, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2207, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1142, root_relative_squared_error: 0.5057, scimark_benchmark: 1872.9496, usercpu_time_millis: 28.662, usercpu_time_millis_testing: 0.971, usercpu_time_millis_training: 27.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.9691, kappa: 0.6747, kb_relative_information_score: 1124.1452, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9692, predictive_accuracy: 0.9715, prior_entropy: 0.3037, recall: 0.9715, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.6823, scimark_benchmark: 1877.2162, usercpu_time_millis: 13.893, usercpu_time_millis_testing: 0.771, usercpu_time_millis_training: 13.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9587, kappa: 0.532, kb_relative_information_score: 863.9159, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9653, predictive_accuracy: 0.9657, prior_entropy: 0.3037, recall: 0.9657, relative_absolute_error: 0.6391, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.7151, scimark_benchmark: 1873.5293, usercpu_time_millis: 14.66, usercpu_time_millis_testing: 1.433, usercpu_time_millis_training: 13.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.974, kappa: 0.7266, kb_relative_information_score: 2135.9803, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9747, predictive_accuracy: 0.976, prior_entropy: 0.3037, recall: 0.976, relative_absolute_error: 0.3837, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.5643, scimark_benchmark: 1873.9387, usercpu_time_millis: 12.922, usercpu_time_millis_testing: 0.964, usercpu_time_millis_training: 11.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9818, kappa: 0.8166, kb_relative_information_score: 2802.5271, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9816, predictive_accuracy: 0.9822, prior_entropy: 0.3037, recall: 0.9822, relative_absolute_error: 0.2831, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.4972, scimark_benchmark: 1870.557, usercpu_time_millis: 25.488, usercpu_time_millis_testing: 1.505, usercpu_time_millis_training: 23.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9671, kappa: 0.6444, kb_relative_information_score: 1210.3807, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9687, predictive_accuracy: 0.9707, prior_entropy: 0.3037, recall: 0.9707, relative_absolute_error: 0.5617, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.6723, scimark_benchmark: 1753.9007, usercpu_time_millis: 10.768, usercpu_time_millis_testing: 0.732, usercpu_time_millis_training: 10.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9678, kappa: 0.654, kb_relative_information_score: 1209.0978, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.969, predictive_accuracy: 0.9711, prior_entropy: 0.3037, recall: 0.9711, relative_absolute_error: 0.5578, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.152, root_relative_squared_error: 0.673, scimark_benchmark: 1872.9496, usercpu_time_millis: 21.417, usercpu_time_millis_testing: 1.562, usercpu_time_millis_training: 19.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.9693, kappa: 0.6764, kb_relative_information_score: 1179.8697, mean_absolute_error: 0.0521, 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: 0.5096, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1524, root_relative_squared_error: 0.6746, scimark_benchmark: 1873.3476, usercpu_time_millis: 21.18, usercpu_time_millis_testing: 1.284, usercpu_time_millis_training: 19.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9818, kappa: 0.8156, kb_relative_information_score: 2818.7155, mean_absolute_error: 0.0303, 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: 0.2961, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.4954, scimark_benchmark: 1872.4216, usercpu_time_millis: 9.632, usercpu_time_millis_testing: 0.58, usercpu_time_millis_training: 9.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9796, kappa: 0.7999, kb_relative_information_score: 3268.0836, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9796, predictive_accuracy: 0.9795, prior_entropy: 0.3037, recall: 0.9795, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.5689, scimark_benchmark: 1809.9039, usercpu_time_millis: 42.876, usercpu_time_millis_testing: 1.335, usercpu_time_millis_training: 41.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9809, kappa: 0.8061, kb_relative_information_score: 2403.6423, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9808, predictive_accuracy: 0.9816, prior_entropy: 0.3037, recall: 0.9816, relative_absolute_error: 0.3399, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1201, root_relative_squared_error: 0.5318, scimark_benchmark: 1873.4078, usercpu_time_millis: 24.359, usercpu_time_millis_testing: 1.448, usercpu_time_millis_training: 22.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.964, kappa: 0.6128, kb_relative_information_score: 620.0133, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9648, predictive_accuracy: 0.9678, prior_entropy: 0.3037, recall: 0.9678, relative_absolute_error: 0.6663, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.7484, scimark_benchmark: 1851.2072, usercpu_time_millis: 9.398, usercpu_time_millis_testing: 0.481, usercpu_time_millis_training: 8.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9704, kappa: 0.6783, kb_relative_information_score: 2039.3302, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9731, predictive_accuracy: 0.9738, prior_entropy: 0.3037, recall: 0.9738, relative_absolute_error: 0.4701, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.6054, scimark_benchmark: 1871.8506, usercpu_time_millis: 8.076, usercpu_time_millis_testing: 0.886, usercpu_time_millis_training: 7.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9702, kappa: 0.6849, kb_relative_information_score: 1743.304, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9708, predictive_accuracy: 0.9727, prior_entropy: 0.3037, recall: 0.9727, relative_absolute_error: 0.4672, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.6126, scimark_benchmark: 1823.238, usercpu_time_millis: 20.228, usercpu_time_millis_testing: 1.434, usercpu_time_millis_training: 18.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9779, kappa: 0.7681, kb_relative_information_score: 2355.0465, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9788, predictive_accuracy: 0.9795, prior_entropy: 0.3037, recall: 0.9795, relative_absolute_error: 0.3882, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.5476, scimark_benchmark: 1874.8648, usercpu_time_millis: 19.009, usercpu_time_millis_testing: 1.27, usercpu_time_millis_training: 17.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9676, kappa: 0.6523, kb_relative_information_score: 1052.4689, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9687, predictive_accuracy: 0.9709, prior_entropy: 0.3037, recall: 0.9709, relative_absolute_error: 0.5852, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.6989, scimark_benchmark: 1872.4216, usercpu_time_millis: 13.16, usercpu_time_millis_testing: 0.815, usercpu_time_millis_training: 12.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9841, kappa: 0.8415, kb_relative_information_score: 2935.331, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9839, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2652, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.4847, scimark_benchmark: 1813.1985, usercpu_time_millis: 32.054, usercpu_time_millis_testing: 1.274, usercpu_time_millis_training: 30.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9709, kappa: 0.6848, kb_relative_information_score: 2168.3427, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9735, predictive_accuracy: 0.9742, prior_entropy: 0.3037, recall: 0.9742, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.132, root_relative_squared_error: 0.5845, scimark_benchmark: 1871.2654, usercpu_time_millis: 34.347, usercpu_time_millis_testing: 2.901, usercpu_time_millis_training: 31.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9845, kappa: 0.8457, kb_relative_information_score: 3077.3754, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9843, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.248, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.4753, scimark_benchmark: 1825.6513, usercpu_time_millis: 21.355, usercpu_time_millis_testing: 0.975, usercpu_time_millis_training: 20.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9842, kappa: 0.8415, kb_relative_information_score: 3039.2012, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.984, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.2604, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.4813, scimark_benchmark: 1854.3485, usercpu_time_millis: 11.476, usercpu_time_millis_testing: 0.491, usercpu_time_millis_training: 10.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9616, kappa: 0.5718, kb_relative_information_score: 781.2427, mean_absolute_error: 0.0649, 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: 0.6349, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.7185, scimark_benchmark: 1872.4216, usercpu_time_millis: 17.766, usercpu_time_millis_testing: 1.577, usercpu_time_millis_training: 16.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.9198, kb_relative_information_score: -1877.9117, mean_absolute_error: 0.0978, 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: 0.9566, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.9633, scimark_benchmark: 1753.5069, usercpu_time_millis: 6.248, usercpu_time_millis_testing: 0.696, usercpu_time_millis_training: 5.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9706, kappa: 0.7016, kb_relative_information_score: 2048.4487, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9701, predictive_accuracy: 0.9717, prior_entropy: 0.3037, recall: 0.9717, relative_absolute_error: 0.4285, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.6248, scimark_benchmark: 1752.9436, usercpu_time_millis: 28.861, usercpu_time_millis_testing: 1.21, usercpu_time_millis_training: 27.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.9198, kb_relative_information_score: 1.759, mean_absolute_error: 0.1021, 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: 0.9986, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1762.7282, usercpu_time_millis: 4.939, usercpu_time_millis_testing: 0.743, usercpu_time_millis_training: 4.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9826, kappa: 0.8266, kb_relative_information_score: 3184.0364, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9824, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1111, root_relative_squared_error: 0.492, scimark_benchmark: 1861.7502, usercpu_time_millis: 23.739, usercpu_time_millis_testing: 1.061, usercpu_time_millis_training: 22.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9829, kappa: 0.8295, kb_relative_information_score: 2882.8916, mean_absolute_error: 0.028, 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: 0.2738, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.4895, scimark_benchmark: 1870.8644, usercpu_time_millis: 18.275, usercpu_time_millis_testing: 0.972, usercpu_time_millis_training: 17.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.974, kappa: 0.7231, kb_relative_information_score: 2297.2454, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9756, predictive_accuracy: 0.9764, prior_entropy: 0.3037, recall: 0.9764, relative_absolute_error: 0.4202, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.5689, scimark_benchmark: 1869.1029, usercpu_time_millis: 26.747, usercpu_time_millis_testing: 2.239, usercpu_time_millis_training: 24.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9757, kappa: 0.7458, kb_relative_information_score: 2253.9796, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9763, predictive_accuracy: 0.9775, prior_entropy: 0.3037, recall: 0.9775, relative_absolute_error: 0.3867, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.5511, scimark_benchmark: 1873.4078, usercpu_time_millis: 18.857, usercpu_time_millis_testing: 1.294, usercpu_time_millis_training: 17.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9497, kappa: 0.4145, kb_relative_information_score: 446.0661, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9603, predictive_accuracy: 0.9603, prior_entropy: 0.3037, recall: 0.9603, relative_absolute_error: 0.6974, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.7583, scimark_benchmark: 1873.4078, usercpu_time_millis: 18.483, usercpu_time_millis_testing: 1.637, usercpu_time_millis_training: 16.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9739, kappa: 0.7287, kb_relative_information_score: 2037.6706, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9741, predictive_accuracy: 0.9756, prior_entropy: 0.3037, recall: 0.9756, relative_absolute_error: 0.3932, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.129, root_relative_squared_error: 0.5711, scimark_benchmark: 1854.3736, usercpu_time_millis: 18.68, usercpu_time_millis_testing: 1.388, usercpu_time_millis_training: 17.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9841, kappa: 0.8421, kb_relative_information_score: 3115.2764, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.984, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2395, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.108, root_relative_squared_error: 0.4779, scimark_benchmark: 1872.3546, usercpu_time_millis: 33.921, usercpu_time_millis_testing: 1.431, usercpu_time_millis_training: 32.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9666, kappa: 0.6312, kb_relative_information_score: 1659.8335, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9706, predictive_accuracy: 0.9711, prior_entropy: 0.3037, recall: 0.9711, relative_absolute_error: 0.5229, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1422, root_relative_squared_error: 0.6295, scimark_benchmark: 1854.3349, usercpu_time_millis: 31.325, usercpu_time_millis_testing: 2.42, usercpu_time_millis_training: 28.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9832, kappa: 0.8305, kb_relative_information_score: 2909.4239, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9831, predictive_accuracy: 0.9837, prior_entropy: 0.3037, recall: 0.9837, relative_absolute_error: 0.2697, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1094, root_relative_squared_error: 0.4845, scimark_benchmark: 1832.0332, usercpu_time_millis: 26.007, usercpu_time_millis_testing: 1.446, usercpu_time_millis_training: 24.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9692, kappa: 0.6785, kb_relative_information_score: 1448.4428, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.969, predictive_accuracy: 0.9713, prior_entropy: 0.3037, recall: 0.9713, relative_absolute_error: 0.4992, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.6487, scimark_benchmark: 1876.1631, usercpu_time_millis: 32.815, usercpu_time_millis_testing: 1.59, usercpu_time_millis_training: 31.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.979, kappa: 0.7811, kb_relative_information_score: 2485.6039, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9796, predictive_accuracy: 0.9804, prior_entropy: 0.3037, recall: 0.9804, relative_absolute_error: 0.3675, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.533, scimark_benchmark: 1868.8974, usercpu_time_millis: 17.683, usercpu_time_millis_testing: 1.242, usercpu_time_millis_training: 16.441,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9811, kappa: 0.8067, kb_relative_information_score: 2755.4288, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9813, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.3291, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.115, root_relative_squared_error: 0.5093, scimark_benchmark: 1869.6309, usercpu_time_millis: 9.744, usercpu_time_millis_testing: 0.491, usercpu_time_millis_training: 9.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9694, kappa: 0.6706, kb_relative_information_score: 1824.6176, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.971, predictive_accuracy: 0.9725, prior_entropy: 0.3037, recall: 0.9725, relative_absolute_error: 0.4708, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.6034, scimark_benchmark: 1867.8233, usercpu_time_millis: 15.927, usercpu_time_millis_testing: 1.36, usercpu_time_millis_training: 14.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9844, kappa: 0.8445, kb_relative_information_score: 3008.5885, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9843, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.2498, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.108, root_relative_squared_error: 0.478, scimark_benchmark: 1884.4714, usercpu_time_millis: 8.6, usercpu_time_millis_testing: 0.441, usercpu_time_millis_training: 8.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9779, kappa: 0.7738, kb_relative_information_score: 2165.4852, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9778, predictive_accuracy: 0.9789, prior_entropy: 0.3037, recall: 0.9789, relative_absolute_error: 0.391, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1264, root_relative_squared_error: 0.5596, scimark_benchmark: 1870.8644, usercpu_time_millis: 13.891, usercpu_time_millis_testing: 0.66, usercpu_time_millis_training: 13.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.981, kappa: 0.8057, kb_relative_information_score: 2390.9846, mean_absolute_error: 0.0367, 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: 0.3591, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1214, root_relative_squared_error: 0.5375, scimark_benchmark: 1874.2812, usercpu_time_millis: 36.237, usercpu_time_millis_testing: 1.708, usercpu_time_millis_training: 34.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.9198, kb_relative_information_score: -1771.209, mean_absolute_error: 0.0982, 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: 0.9605, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.9669, scimark_benchmark: 1878.7854, usercpu_time_millis: 9.359, usercpu_time_millis_testing: 1.141, usercpu_time_millis_training: 8.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.964, kappa: 0.5989, kb_relative_information_score: 1368.0726, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9693, predictive_accuracy: 0.9694, prior_entropy: 0.3037, recall: 0.9694, relative_absolute_error: 0.5673, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.6606, scimark_benchmark: 1847.1538, usercpu_time_millis: 18.566, usercpu_time_millis_testing: 1.556, usercpu_time_millis_training: 17.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9675, kappa: 0.6575, kb_relative_information_score: 1274.2116, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9675, predictive_accuracy: 0.97, prior_entropy: 0.3037, recall: 0.97, relative_absolute_error: 0.5418, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1513, root_relative_squared_error: 0.67, scimark_benchmark: 1871.3925, usercpu_time_millis: 24.67, usercpu_time_millis_testing: 1.381, usercpu_time_millis_training: 23.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.9198, kb_relative_information_score: -852.397, mean_absolute_error: 0.0908, 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: 0.8886, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.9014, scimark_benchmark: 1874.4489, usercpu_time_millis: 10.687, usercpu_time_millis_testing: 1.008, usercpu_time_millis_training: 9.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9839, kappa: 0.8379, kb_relative_information_score: 2984.5624, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9838, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2738, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.109, root_relative_squared_error: 0.4823, scimark_benchmark: 1824.9699, usercpu_time_millis: 27.756, usercpu_time_millis_testing: 1.599, usercpu_time_millis_training: 26.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9198, kb_relative_information_score: -818.697, mean_absolute_error: 0.0871, 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: 0.8519, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.8737, scimark_benchmark: 1873.9387, usercpu_time_millis: 6.4, usercpu_time_millis_testing: 0.665, usercpu_time_millis_training: 5.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9776, kappa: 0.7664, kb_relative_information_score: 2298.3624, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9782, predictive_accuracy: 0.9791, prior_entropy: 0.3037, recall: 0.9791, relative_absolute_error: 0.3869, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1243, root_relative_squared_error: 0.5503, scimark_benchmark: 1868.6447, usercpu_time_millis: 0.966, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9564, kappa: 0.5044, kb_relative_information_score: 629.2757, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9629, predictive_accuracy: 0.964, prior_entropy: 0.3037, recall: 0.964, relative_absolute_error: 0.6674, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.7386, scimark_benchmark: 1876.3544, usercpu_time_millis: 12.453, usercpu_time_millis_testing: 0.919, usercpu_time_millis_training: 11.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9812, kappa: 0.8075, kb_relative_information_score: 2895.6101, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9813, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.304, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.5007, scimark_benchmark: 1854.8318, usercpu_time_millis: 8.459, usercpu_time_millis_testing: 0.736, usercpu_time_millis_training: 7.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9833, kappa: 0.8338, kb_relative_information_score: 3171.71, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9831, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2259, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1099, root_relative_squared_error: 0.4863, scimark_benchmark: 1872.9496, usercpu_time_millis: 26.246, usercpu_time_millis_testing: 0.959, usercpu_time_millis_training: 25.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.9198, kb_relative_information_score: -1524.1919, mean_absolute_error: 0.0888, 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: 0.8687, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.8882, scimark_benchmark: 1829.5858, usercpu_time_millis: 9.357, usercpu_time_millis_testing: 0.938, usercpu_time_millis_training: 8.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9649, kappa: 0.6118, kb_relative_information_score: 1587.8441, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9692, predictive_accuracy: 0.9698, prior_entropy: 0.3037, recall: 0.9698, relative_absolute_error: 0.5343, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.144, root_relative_squared_error: 0.6374, scimark_benchmark: 1870.6298, usercpu_time_millis: 27.964, usercpu_time_millis_testing: 2.218, usercpu_time_millis_training: 25.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9731, kappa: 0.7115, kb_relative_information_score: 2207.1317, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9752, predictive_accuracy: 0.9758, prior_entropy: 0.3037, recall: 0.9758, relative_absolute_error: 0.436, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1309, root_relative_squared_error: 0.5795, scimark_benchmark: 1869.1727, usercpu_time_millis: 9.236, usercpu_time_millis_testing: 0.796, usercpu_time_millis_training: 8.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: 5.0598, 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: 1873.4805, usercpu_time_millis: 4.84, usercpu_time_millis_testing: 0.805, usercpu_time_millis_training: 4.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.9198, kb_relative_information_score: -1716.8398, mean_absolute_error: 0.0993, 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: 0.9717, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.976, scimark_benchmark: 1804.4674, usercpu_time_millis: 7.84, usercpu_time_millis_testing: 0.794, usercpu_time_millis_training: 7.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9814, kappa: 0.8101, kb_relative_information_score: 2570.3069, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9815, predictive_accuracy: 0.9822, prior_entropy: 0.3037, recall: 0.9822, relative_absolute_error: 0.33, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.52, scimark_benchmark: 1874.3338, usercpu_time_millis: 11.668, usercpu_time_millis_testing: 0.67, usercpu_time_millis_training: 10.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.936, kappa: 0.2266, kb_relative_information_score: 2.7881, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9555, predictive_accuracy: 0.9533, prior_entropy: 0.3037, recall: 0.9533, relative_absolute_error: 0.7234, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.777, scimark_benchmark: 1876.7581, usercpu_time_millis: 11.62, usercpu_time_millis_testing: 0.876, usercpu_time_millis_training: 10.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9775, kappa: 0.7773, kb_relative_information_score: 2252.0504, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9773, predictive_accuracy: 0.9777, prior_entropy: 0.3037, recall: 0.9777, relative_absolute_error: 0.3686, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.5647, scimark_benchmark: 1875.0498, usercpu_time_millis: 11.357, usercpu_time_millis_testing: 0.442, usercpu_time_millis_training: 10.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9575, f_measure: 0.9439, kappa: 0.3368, kb_relative_information_score: 264.5256, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9567, predictive_accuracy: 0.957, prior_entropy: 0.3037, recall: 0.957, relative_absolute_error: 0.7201, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.7765, scimark_benchmark: 1899.1249, usercpu_time_millis: 0.834, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9734, kappa: 0.7146, kb_relative_information_score: 2285.3134, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9754, predictive_accuracy: 0.976, prior_entropy: 0.3037, recall: 0.976, relative_absolute_error: 0.4283, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.5743, scimark_benchmark: 1823.238, usercpu_time_millis: 15.499, usercpu_time_millis_testing: 1.25, usercpu_time_millis_training: 14.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9822, kappa: 0.8192, kb_relative_information_score: 2864.3973, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9822, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.2794, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1107, root_relative_squared_error: 0.49, scimark_benchmark: 1809.4457, usercpu_time_millis: 25.992, usercpu_time_millis_testing: 1.573, usercpu_time_millis_training: 24.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9805, kappa: 0.8012, kb_relative_information_score: 2754.3028, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9806, predictive_accuracy: 0.9814, prior_entropy: 0.3037, recall: 0.9814, relative_absolute_error: 0.3173, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.5053, scimark_benchmark: 1756.5535, usercpu_time_millis: 19.15, usercpu_time_millis_testing: 1.32, usercpu_time_millis_training: 17.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.957, kappa: 0.5083, kb_relative_information_score: 1288.4596, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9654, predictive_accuracy: 0.9649, prior_entropy: 0.3037, recall: 0.9649, relative_absolute_error: 0.607, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.6958, scimark_benchmark: 1876.23, usercpu_time_millis: 17.125, usercpu_time_millis_testing: 2.093, usercpu_time_millis_training: 15.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: 4.8846, 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: 1875.8384, usercpu_time_millis: 5.982, usercpu_time_millis_testing: 1.028, usercpu_time_millis_training: 4.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9726, kappa: 0.7131, kb_relative_information_score: 2023.6065, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9729, predictive_accuracy: 0.9746, prior_entropy: 0.3037, recall: 0.9746, relative_absolute_error: 0.4075, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.5737, scimark_benchmark: 1858.4861, usercpu_time_millis: 18.338, usercpu_time_millis_testing: 1.389, usercpu_time_millis_training: 16.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9629, kappa: 0.5863, kb_relative_information_score: 1212.316, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9676, predictive_accuracy: 0.9684, prior_entropy: 0.3037, recall: 0.9684, relative_absolute_error: 0.5873, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.6761, scimark_benchmark: 1863.3293, usercpu_time_millis: 4.955, usercpu_time_millis_testing: 0.459, usercpu_time_millis_training: 4.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9666, kappa: 0.6394, kb_relative_information_score: 1091.3443, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9681, predictive_accuracy: 0.9702, prior_entropy: 0.3037, recall: 0.9702, relative_absolute_error: 0.5754, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.6845, scimark_benchmark: 1147.1189, usercpu_time_millis: 15.481, usercpu_time_millis_testing: 1.139, usercpu_time_millis_training: 14.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9672, kappa: 0.6399, kb_relative_information_score: 1788.444, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9709, predictive_accuracy: 0.9715, prior_entropy: 0.3037, recall: 0.9715, relative_absolute_error: 0.5092, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1407, root_relative_squared_error: 0.6228, scimark_benchmark: 1873.9908, usercpu_time_millis: 21.376, usercpu_time_millis_testing: 1.999, usercpu_time_millis_training: 19.377,

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