Task
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 145953 Supervised Classification kr-vs-kp 96152 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 1236.1037, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.6724, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3592, root_relative_squared_error: 0.7191, scimark_benchmark: 1767.997, usercpu_time_millis: 3.861, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 3.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9746, kappa: 0.9492, kb_relative_information_score: 2016.6004, mean_absolute_error: 0.217, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9749, predictive_accuracy: 0.9747, prior_entropy: 0.9986, recall: 0.9747, relative_absolute_error: 0.4349, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.4881, scimark_benchmark: 1764.7121, usercpu_time_millis: 30.038, usercpu_time_millis_testing: 3.285, usercpu_time_millis_training: 26.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9712, kappa: 0.9423, kb_relative_information_score: 2390.5364, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9712, predictive_accuracy: 0.9712, prior_entropy: 0.9986, recall: 0.9712, relative_absolute_error: 0.3015, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.3853, scimark_benchmark: 1256.1218, usercpu_time_millis: 11.652, usercpu_time_millis_testing: 0.677, usercpu_time_millis_training: 10.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.979, kappa: 0.958, kb_relative_information_score: 2350.1938, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9791, predictive_accuracy: 0.979, prior_entropy: 0.9986, recall: 0.979, relative_absolute_error: 0.3192, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1938, root_relative_squared_error: 0.388, scimark_benchmark: 2119.9179, usercpu_time_millis: 14.395, usercpu_time_millis_testing: 1.191, usercpu_time_millis_training: 13.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9784, kappa: 0.9567, kb_relative_information_score: 2447.4627, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9785, predictive_accuracy: 0.9784, prior_entropy: 0.9986, recall: 0.9784, relative_absolute_error: 0.2827, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.3622, scimark_benchmark: 1752.1485, usercpu_time_millis: 17.317, usercpu_time_millis_testing: 1.767, usercpu_time_millis_training: 15.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9627, kappa: 0.9253, kb_relative_information_score: 1633.5031, mean_absolute_error: 0.2788, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9634, predictive_accuracy: 0.9628, prior_entropy: 0.9986, recall: 0.9628, relative_absolute_error: 0.5587, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.299, root_relative_squared_error: 0.5986, scimark_benchmark: 1711.6045, usercpu_time_millis: 10.898, usercpu_time_millis_testing: 1.099, usercpu_time_millis_training: 9.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9778, kappa: 0.9554, kb_relative_information_score: 2309.7562, mean_absolute_error: 0.1664, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9779, predictive_accuracy: 0.9778, prior_entropy: 0.9986, recall: 0.9778, relative_absolute_error: 0.3335, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2001, root_relative_squared_error: 0.4005, scimark_benchmark: 1778.0142, usercpu_time_millis: 28.952, usercpu_time_millis_testing: 2.582, usercpu_time_millis_training: 26.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.8284, kappa: 0.6605, kb_relative_information_score: 372.5195, mean_absolute_error: 0.4558, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8572, predictive_accuracy: 0.8326, prior_entropy: 0.9986, recall: 0.8326, relative_absolute_error: 0.9135, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4579, root_relative_squared_error: 0.9166, scimark_benchmark: 2124.9499, usercpu_time_millis: 6.152, usercpu_time_millis_testing: 0.738, usercpu_time_millis_training: 5.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9828, kappa: 0.9655, kb_relative_information_score: 2997.5849, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9828, predictive_accuracy: 0.9828, prior_entropy: 0.9986, recall: 0.9828, relative_absolute_error: 0.0696, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.2257, scimark_benchmark: 1743.6519, usercpu_time_millis: 16.876, usercpu_time_millis_testing: 0.997, usercpu_time_millis_training: 15.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9768, kappa: 0.9536, kb_relative_information_score: 2958.059, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.977, predictive_accuracy: 0.9768, prior_entropy: 0.9986, recall: 0.9768, relative_absolute_error: 0.0806, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.2634, scimark_benchmark: 1806.8497, usercpu_time_millis: 18.904, usercpu_time_millis_testing: 0.833, usercpu_time_millis_training: 18.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 3089.4908, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, recall: 0.995, relative_absolute_error: 0.0394, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.15, scimark_benchmark: 1815.1575, usercpu_time_millis: 17.561, usercpu_time_millis_testing: 0.92, usercpu_time_millis_training: 16.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.8211, kappa: 0.6464, kb_relative_information_score: 356.3356, mean_absolute_error: 0.4578, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8515, predictive_accuracy: 0.8257, prior_entropy: 0.9986, recall: 0.8257, relative_absolute_error: 0.9174, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4597, root_relative_squared_error: 0.9204, scimark_benchmark: 1785.6667, usercpu_time_millis: 4.072, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 3.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9737, kappa: 0.9473, kb_relative_information_score: 2162.1277, mean_absolute_error: 0.1917, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9738, predictive_accuracy: 0.9737, prior_entropy: 0.9986, recall: 0.9737, relative_absolute_error: 0.3842, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.4471, scimark_benchmark: 1797.8011, usercpu_time_millis: 12.332, usercpu_time_millis_testing: 1.187, usercpu_time_millis_training: 11.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.3583, kb_relative_information_score: 0.0042, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1793.2338, usercpu_time_millis: 5.15, usercpu_time_millis_testing: 0.567, usercpu_time_millis_training: 4.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9872, kappa: 0.9743, kb_relative_information_score: 2960.6985, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9872, predictive_accuracy: 0.9872, prior_entropy: 0.9986, recall: 0.9872, relative_absolute_error: 0.0849, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.2297, scimark_benchmark: 1769.0719, usercpu_time_millis: 8.612, usercpu_time_millis_testing: 0.642, usercpu_time_millis_training: 7.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9498, kappa: 0.8994, kb_relative_information_score: 1156.5356, mean_absolute_error: 0.3508, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9514, predictive_accuracy: 0.9499, prior_entropy: 0.9986, recall: 0.9499, relative_absolute_error: 0.703, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.7256, scimark_benchmark: 1738.2969, usercpu_time_millis: 14.62, usercpu_time_millis_testing: 1.69, usercpu_time_millis_training: 12.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9687, kappa: 0.9373, kb_relative_information_score: 2847.0898, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9986, recall: 0.9687, relative_absolute_error: 0.1205, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.3098, scimark_benchmark: 1745.7305, usercpu_time_millis: 14.238, usercpu_time_millis_testing: 1.03, usercpu_time_millis_training: 13.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 2546.8809, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, recall: 0.9409, relative_absolute_error: 0.2293, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4204, scimark_benchmark: 1745.2683, usercpu_time_millis: 11.898, usercpu_time_millis_testing: 0.664, usercpu_time_millis_training: 11.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9599, kappa: 0.9196, kb_relative_information_score: 1345.3549, mean_absolute_error: 0.323, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9611, predictive_accuracy: 0.96, prior_entropy: 0.9986, recall: 0.96, relative_absolute_error: 0.6473, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3379, root_relative_squared_error: 0.6764, scimark_benchmark: 1760.0195, usercpu_time_millis: 4.201, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 3.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.8641, kappa: 0.7292, kb_relative_information_score: 470.7572, mean_absolute_error: 0.4436, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8806, predictive_accuracy: 0.8661, prior_entropy: 0.9986, recall: 0.8661, relative_absolute_error: 0.889, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4465, root_relative_squared_error: 0.8938, scimark_benchmark: 1752.6165, usercpu_time_millis: 3.674, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 3.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 2685.0053, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, recall: 0.9409, relative_absolute_error: 0.1725, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.3973, scimark_benchmark: 1821.9291, usercpu_time_millis: 10.724, usercpu_time_millis_testing: 0.597, usercpu_time_millis_training: 10.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.984, kappa: 0.968, kb_relative_information_score: 2713.6213, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 0.9986, recall: 0.984, relative_absolute_error: 0.1832, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1421, root_relative_squared_error: 0.2845, scimark_benchmark: 1749.8905, usercpu_time_millis: 9.569, usercpu_time_millis_testing: 0.711, usercpu_time_millis_training: 8.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 2425.4743, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, recall: 0.9409, relative_absolute_error: 0.2781, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.4257, scimark_benchmark: 1777.6635, usercpu_time_millis: 12.906, usercpu_time_millis_testing: 0.931, usercpu_time_millis_training: 11.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 2586.1645, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, recall: 0.9409, relative_absolute_error: 0.2151, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.197, root_relative_squared_error: 0.3944, scimark_benchmark: 1788.0782, usercpu_time_millis: 7.297, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 6.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9909, kappa: 0.9818, kb_relative_information_score: 2929.7277, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 0.9986, recall: 0.9909, relative_absolute_error: 0.101, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1066, root_relative_squared_error: 0.2133, scimark_benchmark: 1761.805, usercpu_time_millis: 11.101, usercpu_time_millis_testing: 0.825, usercpu_time_millis_training: 10.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 3099.4575, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, recall: 0.9947, relative_absolute_error: 0.035, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0744, root_relative_squared_error: 0.1489, scimark_benchmark: 1769.7976, usercpu_time_millis: 8.601, usercpu_time_millis_testing: 0.52, usercpu_time_millis_training: 8.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9709, kappa: 0.9417, kb_relative_information_score: 2888.2759, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9709, predictive_accuracy: 0.9709, prior_entropy: 0.9986, recall: 0.9709, relative_absolute_error: 0.1086, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.2725, scimark_benchmark: 1827.0167, usercpu_time_millis: 3.27, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 3.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 2576.8237, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, recall: 0.9409, relative_absolute_error: 0.217, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.4188, scimark_benchmark: 1757.3896, usercpu_time_millis: 14.201, usercpu_time_millis_testing: 1.05, usercpu_time_millis_training: 13.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9747, kappa: 0.9492, kb_relative_information_score: 2948.91, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9747, predictive_accuracy: 0.9747, prior_entropy: 0.9986, recall: 0.9747, relative_absolute_error: 0.084, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1333, root_relative_squared_error: 0.2669, scimark_benchmark: 2146.8684, usercpu_time_millis: 1.387, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 1.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9865, kappa: 0.973, kb_relative_information_score: 2848.9613, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9865, predictive_accuracy: 0.9865, prior_entropy: 0.9986, recall: 0.9865, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.2538, scimark_benchmark: 1706.2701, usercpu_time_millis: 2.818, usercpu_time_millis_testing: 0.145, usercpu_time_millis_training: 2.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9953, kappa: 0.9906, kb_relative_information_score: 3122.5622, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9953, predictive_accuracy: 0.9953, prior_entropy: 0.9986, recall: 0.9953, relative_absolute_error: 0.0263, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0701, root_relative_squared_error: 0.1403, scimark_benchmark: 1752.2885, usercpu_time_millis: 40.427, usercpu_time_millis_testing: 1.593, usercpu_time_millis_training: 38.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 3089.3445, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, recall: 0.995, relative_absolute_error: 0.0393, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.075, root_relative_squared_error: 0.1502, scimark_benchmark: 1775.919, usercpu_time_millis: 25.188, usercpu_time_millis_testing: 1.579, usercpu_time_millis_training: 23.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9659, kappa: 0.9316, kb_relative_information_score: 1791.9139, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9664, predictive_accuracy: 0.9659, prior_entropy: 0.9986, recall: 0.9659, relative_absolute_error: 0.5084, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2767, root_relative_squared_error: 0.5539, scimark_benchmark: 1748.4798, usercpu_time_millis: 12.276, usercpu_time_millis_testing: 1.386, usercpu_time_millis_training: 10.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.959, kappa: 0.9178, kb_relative_information_score: 2412.0378, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9591, predictive_accuracy: 0.959, prior_entropy: 0.9986, recall: 0.959, relative_absolute_error: 0.2877, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2014, root_relative_squared_error: 0.4032, scimark_benchmark: 1756.5155, usercpu_time_millis: 13.222, usercpu_time_millis_testing: 1.165, usercpu_time_millis_training: 12.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9872, kappa: 0.9743, kb_relative_information_score: 2984.7809, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9872, predictive_accuracy: 0.9872, prior_entropy: 0.9986, recall: 0.9872, relative_absolute_error: 0.0765, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1085, root_relative_squared_error: 0.2172, scimark_benchmark: 1823.3768, usercpu_time_millis: 9.416, usercpu_time_millis_testing: 0.748, usercpu_time_millis_training: 8.668,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.3583, kb_relative_information_score: -0.1394, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1749.0608, usercpu_time_millis: 0.766, usercpu_time_millis_testing: 0.122, usercpu_time_millis_training: 0.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9922, kappa: 0.9843, kb_relative_information_score: 2952.7893, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 0.9986, recall: 0.9922, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.1978, scimark_benchmark: 1853.1406, usercpu_time_millis: 33.424, usercpu_time_millis_testing: 2.693, usercpu_time_millis_training: 30.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 3100.9406, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, recall: 0.995, relative_absolute_error: 0.0351, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0714, root_relative_squared_error: 0.143, scimark_benchmark: 1753.1858, usercpu_time_millis: 30.85, usercpu_time_millis_testing: 1.521, usercpu_time_millis_training: 29.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9966, kappa: 0.9931, kb_relative_information_score: 3133.0432, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9966, predictive_accuracy: 0.9966, prior_entropy: 0.9986, recall: 0.9966, relative_absolute_error: 0.0226, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.1296, scimark_benchmark: 1858.9117, usercpu_time_millis: 24.177, usercpu_time_millis_testing: 1.164, usercpu_time_millis_training: 23.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9962, kappa: 0.9925, kb_relative_information_score: 3151.774, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 0.9986, recall: 0.9962, relative_absolute_error: 0.0157, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0544, root_relative_squared_error: 0.1088, scimark_benchmark: 1742.3889, usercpu_time_millis: 22.144, usercpu_time_millis_testing: 1.071, usercpu_time_millis_training: 21.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9931, kappa: 0.9862, kb_relative_information_score: 3082.1285, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.9986, recall: 0.9931, relative_absolute_error: 0.0411, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.168, scimark_benchmark: 1724.271, usercpu_time_millis: 20.208, usercpu_time_millis_testing: 1.049, usercpu_time_millis_training: 19.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9956, kappa: 0.9912, kb_relative_information_score: 3107.3175, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9986, recall: 0.9956, relative_absolute_error: 0.0323, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.1414, scimark_benchmark: 1900.7767, usercpu_time_millis: 22.727, usercpu_time_millis_testing: 1.269, usercpu_time_millis_training: 21.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9753, kappa: 0.9504, kb_relative_information_score: 2254.3697, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9754, predictive_accuracy: 0.9753, prior_entropy: 0.9986, recall: 0.9753, relative_absolute_error: 0.3525, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.209, root_relative_squared_error: 0.4184, scimark_benchmark: 1726.4145, usercpu_time_millis: 17.354, usercpu_time_millis_testing: 1.653, usercpu_time_millis_training: 15.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9925, kappa: 0.985, kb_relative_information_score: 2979.4154, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 0.9986, recall: 0.9925, relative_absolute_error: 0.082, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0976, root_relative_squared_error: 0.1955, scimark_benchmark: 1731.9615, usercpu_time_millis: 17.221, usercpu_time_millis_testing: 1.025, usercpu_time_millis_training: 16.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9433, kappa: 0.8863, kb_relative_information_score: 1640.8348, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9444, predictive_accuracy: 0.9434, prior_entropy: 0.9986, recall: 0.9434, relative_absolute_error: 0.5567, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2996, root_relative_squared_error: 0.5998, scimark_benchmark: 1757.919, usercpu_time_millis: 13.382, usercpu_time_millis_testing: 1.279, usercpu_time_millis_training: 12.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9953, kappa: 0.9906, kb_relative_information_score: 3133.3532, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9953, predictive_accuracy: 0.9953, prior_entropy: 0.9986, recall: 0.9953, relative_absolute_error: 0.0223, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0631, root_relative_squared_error: 0.1264, scimark_benchmark: 1752.3944, usercpu_time_millis: 19.508, usercpu_time_millis_testing: 0.904, usercpu_time_millis_training: 18.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9828, kappa: 0.9655, kb_relative_information_score: 3022.6564, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9828, predictive_accuracy: 0.9828, prior_entropy: 0.9986, recall: 0.9828, relative_absolute_error: 0.0596, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.2218, scimark_benchmark: 1751.4694, usercpu_time_millis: 21.274, usercpu_time_millis_testing: 0.929, usercpu_time_millis_training: 20.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.99, kappa: 0.9799, kb_relative_information_score: 3058.9201, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.99, predictive_accuracy: 0.99, prior_entropy: 0.9986, recall: 0.99, relative_absolute_error: 0.0492, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.1832, scimark_benchmark: 1758.7289, usercpu_time_millis: 11.373, usercpu_time_millis_testing: 0.591, usercpu_time_millis_training: 10.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.9382, kappa: 0.8761, kb_relative_information_score: 1431.376, mean_absolute_error: 0.3103, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9399, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.6217, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.6612, scimark_benchmark: 1755.9441, usercpu_time_millis: 10.244, usercpu_time_millis_testing: 1.09, usercpu_time_millis_training: 9.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9906, kappa: 0.9812, kb_relative_information_score: 3038.1782, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9906, predictive_accuracy: 0.9906, prior_entropy: 0.9986, recall: 0.9906, relative_absolute_error: 0.0565, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.1977, scimark_benchmark: 1799.5205, usercpu_time_millis: 18.915, usercpu_time_millis_testing: 1.308, usercpu_time_millis_training: 17.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9452, kappa: 0.8902, kb_relative_information_score: 2732.3728, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9454, predictive_accuracy: 0.9452, prior_entropy: 0.9986, recall: 0.9452, relative_absolute_error: 0.1562, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.185, root_relative_squared_error: 0.3703, scimark_benchmark: 1740.1753, usercpu_time_millis: 11.65, usercpu_time_millis_testing: 0.88, usercpu_time_millis_training: 10.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9906, kappa: 0.9812, kb_relative_information_score: 3032.5395, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9906, predictive_accuracy: 0.9906, prior_entropy: 0.9986, recall: 0.9906, relative_absolute_error: 0.0592, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.1923, scimark_benchmark: 1784.4603, usercpu_time_millis: 10.337, usercpu_time_millis_testing: 0.72, usercpu_time_millis_training: 9.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9722, kappa: 0.9442, kb_relative_information_score: 2813.7046, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9722, predictive_accuracy: 0.9722, prior_entropy: 0.9986, recall: 0.9722, relative_absolute_error: 0.1392, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.2832, scimark_benchmark: 1802.9279, usercpu_time_millis: 10.493, usercpu_time_millis_testing: 0.533, usercpu_time_millis_training: 9.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9959, kappa: 0.9918, kb_relative_information_score: 3128.1667, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.9986, recall: 0.9959, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.066, root_relative_squared_error: 0.1321, scimark_benchmark: 1894.9726, usercpu_time_millis: 3.981, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 3.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9706, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 2005.9554, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, recall: 0.9409, relative_absolute_error: 0.4326, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.5288, scimark_benchmark: 1741.342, usercpu_time_millis: 5.867, usercpu_time_millis_testing: 0.475, usercpu_time_millis_training: 5.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9372, kappa: 0.8742, kb_relative_information_score: 965.722, mean_absolute_error: 0.3778, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.94, predictive_accuracy: 0.9374, prior_entropy: 0.9986, recall: 0.9374, relative_absolute_error: 0.7572, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3867, root_relative_squared_error: 0.7742, scimark_benchmark: 1731.6891, usercpu_time_millis: 4.128, usercpu_time_millis_testing: 0.494, usercpu_time_millis_training: 3.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9457, kappa: 0.8912, kb_relative_information_score: 1084.5271, mean_absolute_error: 0.3611, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9478, predictive_accuracy: 0.9459, prior_entropy: 0.9986, recall: 0.9459, relative_absolute_error: 0.7235, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3717, root_relative_squared_error: 0.7442, scimark_benchmark: 1790.9583, usercpu_time_millis: 3.261, usercpu_time_millis_testing: 0.537, usercpu_time_millis_training: 2.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 2646.8969, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, recall: 0.9409, relative_absolute_error: 0.1889, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.198, root_relative_squared_error: 0.3964, scimark_benchmark: 1763.4681, usercpu_time_millis: 1.13, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 1.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9941, kappa: 0.9881, kb_relative_information_score: 3059.6762, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.9986, recall: 0.9941, relative_absolute_error: 0.0514, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1595, scimark_benchmark: 1910.5349, usercpu_time_millis: 3.993, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 3.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9853, kappa: 0.9705, kb_relative_information_score: 2945.362, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9853, predictive_accuracy: 0.9853, prior_entropy: 0.9986, recall: 0.9853, relative_absolute_error: 0.0911, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.2325, scimark_benchmark: 2144.1098, usercpu_time_millis: 1.604, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 1.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9912, kappa: 0.9824, kb_relative_information_score: 3072.3664, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9912, predictive_accuracy: 0.9912, prior_entropy: 0.9986, recall: 0.9912, relative_absolute_error: 0.0444, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.1714, scimark_benchmark: 1789.2279, usercpu_time_millis: 1.336, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 1.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9681, kappa: 0.9361, kb_relative_information_score: 2697.2942, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9682, predictive_accuracy: 0.9681, prior_entropy: 0.9986, recall: 0.9681, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1776, root_relative_squared_error: 0.3556, scimark_benchmark: 1745.4799, usercpu_time_millis: 23.153, usercpu_time_millis_testing: 1.316, usercpu_time_millis_training: 21.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9909, kappa: 0.9818, kb_relative_information_score: 2965.2295, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 0.9986, recall: 0.9909, relative_absolute_error: 0.0868, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.2055, scimark_benchmark: 1858.9163, usercpu_time_millis: 23.774, usercpu_time_millis_testing: 2.239, usercpu_time_millis_training: 21.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.974, kappa: 0.9479, kb_relative_information_score: 2194.7631, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 0.9986, recall: 0.974, relative_absolute_error: 0.3731, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.437, scimark_benchmark: 1774.3211, usercpu_time_millis: 19.228, usercpu_time_millis_testing: 1.874, usercpu_time_millis_training: 17.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9697, kappa: 0.9392, kb_relative_information_score: 2823.188, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9697, predictive_accuracy: 0.9697, prior_entropy: 0.9986, recall: 0.9697, relative_absolute_error: 0.1343, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1437, root_relative_squared_error: 0.2877, scimark_benchmark: 1856.5192, usercpu_time_millis: 21.866, usercpu_time_millis_testing: 1.587, usercpu_time_millis_training: 20.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9853, kappa: 0.9705, kb_relative_information_score: 2951.802, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9853, predictive_accuracy: 0.9853, prior_entropy: 0.9986, recall: 0.9853, relative_absolute_error: 0.0883, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.2327, scimark_benchmark: 1755.2547, usercpu_time_millis: 24.38, usercpu_time_millis_testing: 1.457, usercpu_time_millis_training: 22.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9941, kappa: 0.9881, kb_relative_information_score: 3033.2217, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.9986, recall: 0.9941, relative_absolute_error: 0.0612, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.1754, scimark_benchmark: 1863.3, usercpu_time_millis: 14.621, usercpu_time_millis_testing: 1.137, usercpu_time_millis_training: 13.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 2645.5859, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, recall: 0.9409, relative_absolute_error: 0.1896, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.3951, scimark_benchmark: 1755.5434, usercpu_time_millis: 18.864, usercpu_time_millis_testing: 0.856, usercpu_time_millis_training: 18.008,

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