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: 0.9827, f_measure: 0.9755, kappa: 0.7554, kb_relative_information_score: 2101.7703, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9752, predictive_accuracy: 0.976, prior_entropy: 0.3037, recall: 0.976, relative_absolute_error: 0.3967, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.5946, scimark_benchmark: 1743.0184, usercpu_time_millis: 39.476, usercpu_time_millis_testing: 1.431, usercpu_time_millis_training: 38.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9851, kappa: 0.8511, kb_relative_information_score: 3193.4695, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9849, predictive_accuracy: 0.9853, prior_entropy: 0.3037, recall: 0.9853, relative_absolute_error: 0.2304, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1084, root_relative_squared_error: 0.4801, scimark_benchmark: 1758.1355, usercpu_time_millis: 38.346, usercpu_time_millis_testing: 1.529, usercpu_time_millis_training: 36.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9738, kappa: 0.7201, kb_relative_information_score: 2432.8258, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9754, predictive_accuracy: 0.9762, prior_entropy: 0.3037, recall: 0.9762, relative_absolute_error: 0.402, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.5636, scimark_benchmark: 1803.2322, usercpu_time_millis: 37.011, usercpu_time_millis_testing: 2.675, usercpu_time_millis_training: 34.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9612, kappa: 0.5659, kb_relative_information_score: 1046.4896, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9661, predictive_accuracy: 0.9671, prior_entropy: 0.3037, recall: 0.9671, relative_absolute_error: 0.6091, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.6953, scimark_benchmark: 1858.3038, usercpu_time_millis: 21.041, usercpu_time_millis_testing: 1.51, usercpu_time_millis_training: 19.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.9647, kappa: 0.6121, kb_relative_information_score: 878.6698, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9675, predictive_accuracy: 0.9692, prior_entropy: 0.3037, recall: 0.9692, relative_absolute_error: 0.6111, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.705, scimark_benchmark: 1859.8297, usercpu_time_millis: 17.91, usercpu_time_millis_testing: 1.322, usercpu_time_millis_training: 16.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9669, kappa: 0.638, kb_relative_information_score: 1534.4776, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.97, predictive_accuracy: 0.9711, prior_entropy: 0.3037, recall: 0.9711, relative_absolute_error: 0.5276, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.6397, scimark_benchmark: 1856.0551, usercpu_time_millis: 9.005, usercpu_time_millis_testing: 0.511, usercpu_time_millis_training: 8.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9198, kb_relative_information_score: -1.4333, 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: 0.9991, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1867.725, usercpu_time_millis: 4.869, usercpu_time_millis_testing: 0.654, usercpu_time_millis_training: 4.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.9198, kb_relative_information_score: -1128.2194, mean_absolute_error: 0.0998, 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: 0.9766, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.9799, scimark_benchmark: 1813.9592, usercpu_time_millis: 4.621, usercpu_time_millis_testing: 0.62, usercpu_time_millis_training: 4.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9657, kappa: 0.6188, kb_relative_information_score: 1614.3242, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9708, predictive_accuracy: 0.9707, prior_entropy: 0.3037, recall: 0.9707, relative_absolute_error: 0.5272, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.144, root_relative_squared_error: 0.6377, scimark_benchmark: 1866.1009, usercpu_time_millis: 1.153, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 1.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9198, kb_relative_information_score: -1569.1784, 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: 0.9594, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.9635, scimark_benchmark: 1864.7294, usercpu_time_millis: 1.484, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 1.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9823, kappa: 0.8229, kb_relative_information_score: 2594.6499, mean_absolute_error: 0.03, 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: 0.2931, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.5274, scimark_benchmark: 2017.6771, usercpu_time_millis: 0.383, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9842, kappa: 0.8421, kb_relative_information_score: 2870.845, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9841, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.274, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.4907, scimark_benchmark: 1750.8922, usercpu_time_millis: 52.91, usercpu_time_millis_testing: 1.733, usercpu_time_millis_training: 51.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9671, kappa: 0.6398, kb_relative_information_score: 1617.0978, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9704, predictive_accuracy: 0.9713, prior_entropy: 0.3037, recall: 0.9713, relative_absolute_error: 0.5156, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.6308, scimark_benchmark: 1741.6441, usercpu_time_millis: 38.247, usercpu_time_millis_testing: 2.695, usercpu_time_millis_training: 35.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9803, kappa: 0.7956, kb_relative_information_score: 2811.6192, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9807, predictive_accuracy: 0.9814, prior_entropy: 0.3037, recall: 0.9814, relative_absolute_error: 0.3276, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.5138, scimark_benchmark: 1796.72, usercpu_time_millis: 33.973, usercpu_time_millis_testing: 2.321, usercpu_time_millis_training: 31.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9822, kappa: 0.8192, kb_relative_information_score: 2690.4986, mean_absolute_error: 0.0318, 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: 0.3106, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.5087, scimark_benchmark: 1800.2013, usercpu_time_millis: 26.971, usercpu_time_millis_testing: 1.143, usercpu_time_millis_training: 25.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.968, kappa: 0.6485, kb_relative_information_score: 2093.2828, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9717, predictive_accuracy: 0.9721, prior_entropy: 0.3037, recall: 0.9721, relative_absolute_error: 0.4749, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1372, root_relative_squared_error: 0.6075, scimark_benchmark: 1751.1918, usercpu_time_millis: 20.406, usercpu_time_millis_testing: 1.656, usercpu_time_millis_training: 18.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9664, kappa: 0.6421, kb_relative_information_score: 967.8896, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9667, predictive_accuracy: 0.9694, prior_entropy: 0.3037, recall: 0.9694, relative_absolute_error: 0.5857, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1584, root_relative_squared_error: 0.7012, scimark_benchmark: 1735.3254, usercpu_time_millis: 22.126, usercpu_time_millis_testing: 1.211, usercpu_time_millis_training: 20.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9838, kappa: 0.8373, kb_relative_information_score: 2966.4876, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9837, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2723, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.4814, scimark_benchmark: 1741.1353, usercpu_time_millis: 17.782, usercpu_time_millis_testing: 0.92, usercpu_time_millis_training: 16.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9676, kappa: 0.6465, kb_relative_information_score: 1648.1299, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9703, predictive_accuracy: 0.9715, prior_entropy: 0.3037, recall: 0.9715, relative_absolute_error: 0.5067, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.6256, scimark_benchmark: 1748.0015, usercpu_time_millis: 19.517, usercpu_time_millis_testing: 1.16, usercpu_time_millis_training: 18.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9739, kappa: 0.7343, kb_relative_information_score: 2014.2367, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9736, predictive_accuracy: 0.975, prior_entropy: 0.3037, recall: 0.975, relative_absolute_error: 0.405, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1332, root_relative_squared_error: 0.5898, scimark_benchmark: 1741.6975, usercpu_time_millis: 17.903, usercpu_time_millis_testing: 0.811, usercpu_time_millis_training: 17.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9698, kappa: 0.6766, kb_relative_information_score: 1516.1394, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.971, predictive_accuracy: 0.9727, prior_entropy: 0.3037, recall: 0.9727, relative_absolute_error: 0.4999, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.6349, scimark_benchmark: 1742.1017, usercpu_time_millis: 14.961, usercpu_time_millis_testing: 1.218, usercpu_time_millis_training: 13.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9834, kappa: 0.8343, kb_relative_information_score: 2891.4769, mean_absolute_error: 0.0271, 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: 0.2651, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.4904, scimark_benchmark: 1745.4648, usercpu_time_millis: 10.092, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 9.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9833, kappa: 0.835, kb_relative_information_score: 3253.3999, mean_absolute_error: 0.0224, 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: 0.2193, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.4992, scimark_benchmark: 1746.1701, usercpu_time_millis: 12.575, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 12.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9685, kappa: 0.6708, kb_relative_information_score: 1558.6297, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9683, predictive_accuracy: 0.9707, prior_entropy: 0.3037, recall: 0.9707, relative_absolute_error: 0.5024, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.6425, scimark_benchmark: 1817.482, usercpu_time_millis: 10.038, usercpu_time_millis_testing: 0.443, usercpu_time_millis_training: 9.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9198, kb_relative_information_score: -23.9727, mean_absolute_error: 0.0782, 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: 0.7649, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.8052, scimark_benchmark: 916.9733, usercpu_time_millis: 5.311, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 5.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9833, kappa: 0.8317, kb_relative_information_score: 2892.0015, mean_absolute_error: 0.0279, 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: 0.2727, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.4851, scimark_benchmark: 1783.1702, usercpu_time_millis: 5.661, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 5.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9843, kappa: 0.8439, kb_relative_information_score: 3162.8484, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9842, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.2256, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.4852, scimark_benchmark: 916.6479, usercpu_time_millis: 91.061, usercpu_time_millis_testing: 2.175, usercpu_time_millis_training: 88.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.981, kappa: 0.8137, kb_relative_information_score: 2910.1621, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.981, predictive_accuracy: 0.981, prior_entropy: 0.3037, recall: 0.981, relative_absolute_error: 0.2555, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.12, root_relative_squared_error: 0.5311, scimark_benchmark: 1802.4031, usercpu_time_millis: 66.643, usercpu_time_millis_testing: 1.541, usercpu_time_millis_training: 65.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9721, kappa: 0.7091, kb_relative_information_score: 1792.309, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9721, predictive_accuracy: 0.974, prior_entropy: 0.3037, recall: 0.974, relative_absolute_error: 0.4294, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.136, root_relative_squared_error: 0.602, scimark_benchmark: 1759.8674, usercpu_time_millis: 26.805, usercpu_time_millis_testing: 1.469, usercpu_time_millis_training: 25.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.97, kappa: 0.6907, kb_relative_information_score: 1753.8867, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9696, predictive_accuracy: 0.9717, prior_entropy: 0.3037, recall: 0.9717, relative_absolute_error: 0.4336, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1395, root_relative_squared_error: 0.6174, scimark_benchmark: 1760.6116, usercpu_time_millis: 26.023, usercpu_time_millis_testing: 1.08, usercpu_time_millis_training: 24.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9822, kappa: 0.8192, kb_relative_information_score: 3050.1478, mean_absolute_error: 0.0278, 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: 0.2721, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.5021, scimark_benchmark: 2155.8152, usercpu_time_millis: 10.164, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 9.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9641, kappa: 0.5987, kb_relative_information_score: 1762.8215, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.97, predictive_accuracy: 0.9696, prior_entropy: 0.3037, recall: 0.9696, relative_absolute_error: 0.5335, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1463, root_relative_squared_error: 0.6475, scimark_benchmark: 1759.8069, usercpu_time_millis: 15.261, usercpu_time_millis_testing: 1.356, usercpu_time_millis_training: 13.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9813, kappa: 0.8086, kb_relative_information_score: 2849.5478, mean_absolute_error: 0.0311, 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: 0.3047, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.4968, scimark_benchmark: 1762.1134, usercpu_time_millis: 16.59, usercpu_time_millis_testing: 0.89, usercpu_time_millis_training: 15.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9842, kappa: 0.8427, kb_relative_information_score: 3222.7994, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9841, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.2279, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.4847, scimark_benchmark: 1763.013, usercpu_time_millis: 14.781, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 14.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9792, kappa: 0.7839, kb_relative_information_score: 2399.529, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9798, predictive_accuracy: 0.9806, prior_entropy: 0.3037, recall: 0.9806, relative_absolute_error: 0.369, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1221, root_relative_squared_error: 0.5403, scimark_benchmark: 1865.5787, usercpu_time_millis: 16.523, usercpu_time_millis_testing: 0.778, usercpu_time_millis_training: 15.745,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.9198, kb_relative_information_score: 5.4858, 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: 0.9978, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1739.7441, usercpu_time_millis: 3.683, usercpu_time_millis_testing: 0.83, usercpu_time_millis_training: 2.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9804, kappa: 0.808, kb_relative_information_score: 2729.5318, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9804, predictive_accuracy: 0.9804, prior_entropy: 0.3037, recall: 0.9804, relative_absolute_error: 0.2996, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.5397, scimark_benchmark: 1745.8253, usercpu_time_millis: 4.581, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 4.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.9198, kb_relative_information_score: -1261.3535, 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: 0.9314, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.9402, scimark_benchmark: 1746.226, usercpu_time_millis: 4.737, usercpu_time_millis_testing: 0.437, usercpu_time_millis_training: 4.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.9198, kb_relative_information_score: -534.0796, mean_absolute_error: 0.085, 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: 0.8319, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.8563, scimark_benchmark: 1753.4336, usercpu_time_millis: 1.708, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 1.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9798, kappa: 0.7911, kb_relative_information_score: 2676.6133, mean_absolute_error: 0.0326, 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: 0.3193, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.116, root_relative_squared_error: 0.5135, scimark_benchmark: 1735.7783, usercpu_time_millis: 3.702, usercpu_time_millis_testing: 0.234, usercpu_time_millis_training: 3.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.9198, kb_relative_information_score: -159.3614, mean_absolute_error: 0.1023, 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: 1.0004, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1749.6744, usercpu_time_millis: 0.446, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9827, kappa: 0.8277, kb_relative_information_score: 2565.9623, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9826, predictive_accuracy: 0.9831, prior_entropy: 0.3037, recall: 0.9831, relative_absolute_error: 0.3232, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.5247, scimark_benchmark: 1744.1084, usercpu_time_millis: 49.665, usercpu_time_millis_testing: 1.731, usercpu_time_millis_training: 47.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9761, kappa: 0.7519, kb_relative_information_score: 2131.5499, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9762, predictive_accuracy: 0.9775, prior_entropy: 0.3037, recall: 0.9775, relative_absolute_error: 0.3962, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.5607, scimark_benchmark: 1738.5562, usercpu_time_millis: 23.659, usercpu_time_millis_testing: 1.203, usercpu_time_millis_training: 22.456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9687, kappa: 0.6571, kb_relative_information_score: 2083.0552, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9725, predictive_accuracy: 0.9727, prior_entropy: 0.3037, recall: 0.9727, relative_absolute_error: 0.4729, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1359, root_relative_squared_error: 0.6014, scimark_benchmark: 1837.8224, usercpu_time_millis: 29.477, usercpu_time_millis_testing: 2.807, usercpu_time_millis_training: 26.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9821, kappa: 0.8171, kb_relative_information_score: 2984.1392, mean_absolute_error: 0.029, 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: 0.2834, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.4974, scimark_benchmark: 2124.8996, usercpu_time_millis: 22.056, usercpu_time_millis_testing: 0.946, usercpu_time_millis_training: 21.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9821, kappa: 0.8171, kb_relative_information_score: 2800.3356, mean_absolute_error: 0.0313, 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: 0.3063, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.498, scimark_benchmark: 1736.5525, usercpu_time_millis: 18.367, usercpu_time_millis_testing: 1.274, usercpu_time_millis_training: 17.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9587, kappa: 0.532, kb_relative_information_score: 987.9862, mean_absolute_error: 0.0639, 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: 0.6254, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.7034, scimark_benchmark: 1742.7497, usercpu_time_millis: 21.6, usercpu_time_millis_testing: 2.168, usercpu_time_millis_training: 19.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.9689, kappa: 0.6755, kb_relative_information_score: 1089.5548, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9687, predictive_accuracy: 0.9711, prior_entropy: 0.3037, recall: 0.9711, relative_absolute_error: 0.5142, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.6855, scimark_benchmark: 1742.5561, usercpu_time_millis: 18.029, usercpu_time_millis_testing: 0.69, usercpu_time_millis_training: 17.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9679, kappa: 0.6528, kb_relative_information_score: 1091.2359, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9699, predictive_accuracy: 0.9715, prior_entropy: 0.3037, recall: 0.9715, relative_absolute_error: 0.5735, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.6854, scimark_benchmark: 1737.4212, usercpu_time_millis: 12.074, usercpu_time_millis_testing: 1.017, usercpu_time_millis_training: 11.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.9198, kb_relative_information_score: -1235.9881, mean_absolute_error: 0.0948, 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: 0.9269, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.9346, scimark_benchmark: 1734.9281, usercpu_time_millis: 11.26, usercpu_time_millis_testing: 1.224, usercpu_time_millis_training: 10.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9579, f_measure: 0.9198, kb_relative_information_score: -244.9271, mean_absolute_error: 0.0794, 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: 0.7772, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.8148, scimark_benchmark: 1733.2979, usercpu_time_millis: 7.728, usercpu_time_millis_testing: 0.601, usercpu_time_millis_training: 7.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9198, kb_relative_information_score: -7.6457, 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: 0.9987, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1735.5922, usercpu_time_millis: 7.617, usercpu_time_millis_testing: 0.997, usercpu_time_millis_training: 6.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9693, kappa: 0.6729, kb_relative_information_score: 1505.9718, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9701, predictive_accuracy: 0.9721, prior_entropy: 0.3037, recall: 0.9721, relative_absolute_error: 0.4963, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.634, scimark_benchmark: 1747.1969, usercpu_time_millis: 6.361, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 5.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9623, kappa: 0.5812, kb_relative_information_score: 1186.7094, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9664, predictive_accuracy: 0.9678, prior_entropy: 0.3037, recall: 0.9678, relative_absolute_error: 0.5856, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.153, root_relative_squared_error: 0.6773, scimark_benchmark: 1740.8392, usercpu_time_millis: 4.772, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 4.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9737, kappa: 0.7242, kb_relative_information_score: 1881.2349, mean_absolute_error: 0.0425, 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: 0.416, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1332, root_relative_squared_error: 0.5899, scimark_benchmark: 1742.0394, usercpu_time_millis: 8.813, usercpu_time_millis_testing: 0.572, usercpu_time_millis_training: 8.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.9198, kb_relative_information_score: 2.4131, 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: 0.999, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1735.4955, usercpu_time_millis: 1.794, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 1.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: 2.9457, 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: 0.9988, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1733.6322, usercpu_time_millis: 3.906, usercpu_time_millis_testing: 0.787, usercpu_time_millis_training: 3.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, f_measure: 0.9198, kb_relative_information_score: -1307.4846, mean_absolute_error: 0.0963, 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: 0.9422, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2145, root_relative_squared_error: 0.9495, scimark_benchmark: 1725.5044, usercpu_time_millis: 3.694, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 3.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9703, f_measure: 0.9685, kappa: 0.6581, kb_relative_information_score: 1046.8776, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9709, predictive_accuracy: 0.9721, prior_entropy: 0.3037, recall: 0.9721, relative_absolute_error: 0.4678, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1423, root_relative_squared_error: 0.6298, scimark_benchmark: 1734.5311, usercpu_time_millis: 0.328, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.9198, kb_relative_information_score: -1798.12, mean_absolute_error: 0.0994, 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: 0.9722, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.9765, scimark_benchmark: 1840.894, usercpu_time_millis: 2.667, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 2.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9798, kappa: 0.7895, kb_relative_information_score: 2586.2569, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9806, predictive_accuracy: 0.9812, prior_entropy: 0.3037, recall: 0.9812, relative_absolute_error: 0.3561, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.5258, scimark_benchmark: 1841.4866, usercpu_time_millis: 1.539, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 1.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9852, kappa: 0.8524, kb_relative_information_score: 3172.2018, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9851, predictive_accuracy: 0.9855, prior_entropy: 0.3037, recall: 0.9855, relative_absolute_error: 0.2358, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1077, root_relative_squared_error: 0.4766, scimark_benchmark: 1730.1118, usercpu_time_millis: 30.278, usercpu_time_millis_testing: 1.27, usercpu_time_millis_training: 29.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9605, kappa: 0.5528, kb_relative_information_score: 1668.797, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9676, predictive_accuracy: 0.9671, prior_entropy: 0.3037, recall: 0.9671, relative_absolute_error: 0.5553, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1511, root_relative_squared_error: 0.6687, scimark_benchmark: 1726.0902, usercpu_time_millis: 21.266, usercpu_time_millis_testing: 3.155, usercpu_time_millis_training: 18.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9778, kappa: 0.7682, kb_relative_information_score: 2586.1159, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9785, predictive_accuracy: 0.9793, prior_entropy: 0.3037, recall: 0.9793, relative_absolute_error: 0.341, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1198, root_relative_squared_error: 0.5302, scimark_benchmark: 1726.6524, usercpu_time_millis: 20.5, usercpu_time_millis_testing: 2.566, usercpu_time_millis_training: 17.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9843, kappa: 0.8428, kb_relative_information_score: 3020.0087, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9842, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.26, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1077, root_relative_squared_error: 0.4766, scimark_benchmark: 1761.2185, usercpu_time_millis: 44.6, usercpu_time_millis_testing: 1.875, usercpu_time_millis_training: 42.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9844, kappa: 0.8434, kb_relative_information_score: 3013.6654, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9842, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.2492, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1079, root_relative_squared_error: 0.4778, scimark_benchmark: 1770.6824, usercpu_time_millis: 42.457, usercpu_time_millis_testing: 1.799, usercpu_time_millis_training: 40.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9726, kappa: 0.7053, kb_relative_information_score: 2399.7831, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9747, predictive_accuracy: 0.9754, prior_entropy: 0.3037, recall: 0.9754, relative_absolute_error: 0.4184, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.5722, scimark_benchmark: 1767.2821, usercpu_time_millis: 35.904, usercpu_time_millis_testing: 2.281, usercpu_time_millis_training: 33.623,

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