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Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 145847 Supervised Classification hill-valley 92422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5608, f_measure: 0.5281, kappa: 0.0578, kb_relative_information_score: 31.3748, mean_absolute_error: 0.4897, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5291, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9794, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.9949, scimark_benchmark: 1759.2905, usercpu_time_millis: 40.868, usercpu_time_millis_testing: 0.442, usercpu_time_millis_training: 40.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5646, f_measure: 0.5328, kappa: 0.066, kb_relative_information_score: 41.4836, mean_absolute_error: 0.4858, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.533, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.9717, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1873.4805, usercpu_time_millis: 43.085, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 42.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5613, f_measure: 0.5304, kappa: 0.0611, kb_relative_information_score: 38.1386, mean_absolute_error: 0.487, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5306, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.974, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1860.9826, usercpu_time_millis: 35.631, usercpu_time_millis_testing: 0.465, usercpu_time_millis_training: 35.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6251, f_measure: 0.5874, kappa: 0.1749, kb_relative_information_score: 122.9499, mean_absolute_error: 0.4558, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5875, predictive_accuracy: 0.5875, prior_entropy: 1, recall: 0.5875, relative_absolute_error: 0.9116, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1878.7854, usercpu_time_millis: 31.349, usercpu_time_millis_testing: 0.45, usercpu_time_millis_training: 30.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5579, f_measure: 0.5304, kappa: 0.0627, kb_relative_information_score: 32.3259, mean_absolute_error: 0.4892, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5316, predictive_accuracy: 0.5314, prior_entropy: 1, recall: 0.5314, relative_absolute_error: 0.9785, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9959, scimark_benchmark: 1869.1029, usercpu_time_millis: 28.128, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 27.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5995, f_measure: 0.5602, kappa: 0.1205, kb_relative_information_score: 108.0719, mean_absolute_error: 0.4599, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5602, predictive_accuracy: 0.5602, prior_entropy: 1, recall: 0.5602, relative_absolute_error: 0.9199, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5131, root_relative_squared_error: 1.0262, scimark_benchmark: 1865.703, usercpu_time_millis: 34.286, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 34.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.4792, kb_relative_information_score: -0.0064, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1739.3689, usercpu_time_millis: 0.809, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 0.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5763, f_measure: 0.5577, kappa: 0.1155, kb_relative_information_score: 56.8662, mean_absolute_error: 0.4806, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5578, predictive_accuracy: 0.5578, prior_entropy: 1, recall: 0.5578, relative_absolute_error: 0.9612, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5037, root_relative_squared_error: 1.0074, scimark_benchmark: 1856.2174, usercpu_time_millis: 2.225, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 2.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5648, f_measure: 0.5398, kappa: 0.0809, kb_relative_information_score: 36.9889, mean_absolute_error: 0.4877, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5407, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9753, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0022, scimark_benchmark: 1722.369, usercpu_time_millis: 375.197, usercpu_time_millis_testing: 0.656, usercpu_time_millis_training: 374.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6133, f_measure: 0.5765, kappa: 0.1535, kb_relative_information_score: 87.411, mean_absolute_error: 0.47, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5769, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.94, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9887, scimark_benchmark: 1696.409, usercpu_time_millis: 312.929, usercpu_time_millis_testing: 2.544, usercpu_time_millis_training: 310.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6099, f_measure: 0.5839, kappa: 0.1683, kb_relative_information_score: 95.5819, mean_absolute_error: 0.4665, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5844, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.933, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1711.6554, usercpu_time_millis: 273.603, usercpu_time_millis_testing: 0.66, usercpu_time_millis_training: 272.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5884, f_measure: 0.5602, kappa: 0.1205, kb_relative_information_score: 60.3133, mean_absolute_error: 0.4796, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5603, predictive_accuracy: 0.5602, prior_entropy: 1, recall: 0.5602, relative_absolute_error: 0.9592, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1732.5904, usercpu_time_millis: 201.858, usercpu_time_millis_testing: 1.09, usercpu_time_millis_training: 200.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, f_measure: 0.5692, kappa: 0.1386, kb_relative_information_score: 57.9713, mean_absolute_error: 0.4806, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5693, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9909, scimark_benchmark: 1727.4447, usercpu_time_millis: 192.948, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 192.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5748, f_measure: 0.5487, kappa: 0.0974, kb_relative_information_score: 48.0529, mean_absolute_error: 0.4837, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5487, predictive_accuracy: 0.5487, prior_entropy: 1, recall: 0.5487, relative_absolute_error: 0.9674, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1733.299, usercpu_time_millis: 196.847, usercpu_time_millis_testing: 0.948, usercpu_time_millis_training: 195.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6063, f_measure: 0.5765, kappa: 0.1535, kb_relative_information_score: 80.5445, mean_absolute_error: 0.4724, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5769, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9449, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9906, scimark_benchmark: 1732.9912, usercpu_time_millis: 154.714, usercpu_time_millis_testing: 1.413, usercpu_time_millis_training: 153.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5862, f_measure: 0.5608, kappa: 0.1221, kb_relative_information_score: 51.5281, mean_absolute_error: 0.4829, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5612, predictive_accuracy: 0.5611, prior_entropy: 1, recall: 0.5611, relative_absolute_error: 0.9658, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4957, root_relative_squared_error: 0.9913, scimark_benchmark: 1735.1328, usercpu_time_millis: 142.345, usercpu_time_millis_testing: 0.45, usercpu_time_millis_training: 141.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6095, f_measure: 0.5698, kappa: 0.1403, kb_relative_information_score: 80.07, mean_absolute_error: 0.4727, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5703, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4941, root_relative_squared_error: 0.9883, scimark_benchmark: 1738.5433, usercpu_time_millis: 110.8, usercpu_time_millis_testing: 0.901, usercpu_time_millis_training: 109.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6084, f_measure: 0.5791, kappa: 0.1584, kb_relative_information_score: 81.7217, mean_absolute_error: 0.4722, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5793, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.9443, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9906, scimark_benchmark: 1778.7483, usercpu_time_millis: 70.448, usercpu_time_millis_testing: 1.925, usercpu_time_millis_training: 68.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5978, f_measure: 0.5751, kappa: 0.1502, kb_relative_information_score: 80.666, mean_absolute_error: 0.4721, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5751, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9442, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0006, scimark_benchmark: 1788.1981, usercpu_time_millis: 54.7, usercpu_time_millis_testing: 1.696, usercpu_time_millis_training: 53.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6299, f_measure: 0.594, kappa: 0.1881, kb_relative_information_score: 119.933, mean_absolute_error: 0.4577, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5941, predictive_accuracy: 0.5941, prior_entropy: 1, recall: 0.5941, relative_absolute_error: 0.9153, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9888, scimark_benchmark: 1732.6159, usercpu_time_millis: 70.011, usercpu_time_millis_testing: 1.005, usercpu_time_millis_training: 69.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5673, f_measure: 0.5352, kappa: 0.071, kb_relative_information_score: 40.5067, mean_absolute_error: 0.4863, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5356, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.9727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9961, scimark_benchmark: 1736.1088, usercpu_time_millis: 69.204, usercpu_time_millis_testing: 0.907, usercpu_time_millis_training: 68.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5437, f_measure: 0.526, kappa: 0.0578, kb_relative_information_score: 20.2772, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5296, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9869, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1734.7869, usercpu_time_millis: 66.354, usercpu_time_millis_testing: 0.325, usercpu_time_millis_training: 66.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5924, f_measure: 0.5775, kappa: 0.1551, kb_relative_information_score: 64.9542, mean_absolute_error: 0.4782, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5776, predictive_accuracy: 0.5776, prior_entropy: 1, recall: 0.5776, relative_absolute_error: 0.9563, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9975, scimark_benchmark: 1768.5931, usercpu_time_millis: 36.919, usercpu_time_millis_testing: 2.405, usercpu_time_millis_training: 34.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5612, f_measure: 0.543, kappa: 0.0875, kb_relative_information_score: 31.7319, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.544, predictive_accuracy: 0.5437, prior_entropy: 1, recall: 0.5437, relative_absolute_error: 0.9792, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9959, scimark_benchmark: 1800.2395, usercpu_time_millis: 24.697, usercpu_time_millis_testing: 0.625, usercpu_time_millis_training: 24.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5658, f_measure: 0.5383, kappa: 0.0792, kb_relative_information_score: 34.6494, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5401, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9772, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9941, scimark_benchmark: 1734.7321, usercpu_time_millis: 53.129, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 52.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5839, f_measure: 0.5577, kappa: 0.1172, kb_relative_information_score: 40.9027, mean_absolute_error: 0.4868, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.559, predictive_accuracy: 0.5586, prior_entropy: 1, recall: 0.5586, relative_absolute_error: 0.9735, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9903, scimark_benchmark: 1727.4447, usercpu_time_millis: 59.375, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 59.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5808, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 55.5924, mean_absolute_error: 0.4813, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5627, predictive_accuracy: 0.5627, prior_entropy: 1, recall: 0.5627, relative_absolute_error: 0.9626, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0003, scimark_benchmark: 1749.65, usercpu_time_millis: 29.682, usercpu_time_millis_testing: 1.298, usercpu_time_millis_training: 28.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6141, f_measure: 0.5849, kappa: 0.17, kb_relative_information_score: 86.7097, mean_absolute_error: 0.4704, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5851, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.9408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9879, scimark_benchmark: 1722.5436, usercpu_time_millis: 55.898, usercpu_time_millis_testing: 0.827, usercpu_time_millis_training: 55.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5193, f_measure: 0.4985, kb_relative_information_score: 15.6008, mean_absolute_error: 0.4946, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 0.9891, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5039, root_relative_squared_error: 1.0078, scimark_benchmark: 1791.7205, usercpu_time_millis: 10.198, usercpu_time_millis_testing: 0.78, usercpu_time_millis_training: 9.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6006, f_measure: 0.5849, kappa: 0.17, kb_relative_information_score: 70.7392, mean_absolute_error: 0.4762, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.585, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.9525, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9927, scimark_benchmark: 1731.9625, usercpu_time_millis: 35.811, usercpu_time_millis_testing: 1.104, usercpu_time_millis_training: 34.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.547, f_measure: 0.5226, kappa: 0.0462, kb_relative_information_score: 28.7159, mean_absolute_error: 0.4903, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5232, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0006, scimark_benchmark: 1715.1285, usercpu_time_millis: 7.715, usercpu_time_millis_testing: 0.464, usercpu_time_millis_training: 7.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.567, f_measure: 0.5396, kappa: 0.0792, kb_relative_information_score: 42.8388, mean_absolute_error: 0.4856, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5396, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9712, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0012, scimark_benchmark: 1740.7278, usercpu_time_millis: 11.19, usercpu_time_millis_testing: 0.66, usercpu_time_millis_training: 10.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.514, f_measure: 0.5012, kappa: 0.0083, kb_relative_information_score: 8.3704, mean_absolute_error: 0.4973, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5042, predictive_accuracy: 0.5041, prior_entropy: 1, recall: 0.5041, relative_absolute_error: 0.9946, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5008, root_relative_squared_error: 1.0016, scimark_benchmark: 1797.4303, usercpu_time_millis: 2.629, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 2.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5242, f_measure: 0.5026, kappa: 0.0066, kb_relative_information_score: 17.8734, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5033, predictive_accuracy: 0.5033, prior_entropy: 1, recall: 0.5033, relative_absolute_error: 0.9878, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5013, root_relative_squared_error: 1.0025, scimark_benchmark: 1788.449, usercpu_time_millis: 4.453, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 4.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0088, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.499, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1795.8858, usercpu_time_millis: 0.523, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0066, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4991, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1781.9659, usercpu_time_millis: 0.647, usercpu_time_millis_testing: 0.134, usercpu_time_millis_training: 0.513,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.569, f_measure: 0.5308, kappa: 0.0627, kb_relative_information_score: 40.8675, mean_absolute_error: 0.4863, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5315, predictive_accuracy: 0.5314, prior_entropy: 1, recall: 0.5314, relative_absolute_error: 0.9726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1762.1216, usercpu_time_millis: 88.825, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 88.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5139, f_measure: 0.4975, kappa: -0.0017, kb_relative_information_score: 13.23, mean_absolute_error: 0.4954, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4992, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 0.9907, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5038, root_relative_squared_error: 1.0075, scimark_benchmark: 1896.543, usercpu_time_millis: 3.173, usercpu_time_millis_testing: 0.44, usercpu_time_millis_training: 2.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5666, f_measure: 0.5332, kappa: 0.0677, kb_relative_information_score: 37.4468, mean_absolute_error: 0.4875, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.534, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9953, scimark_benchmark: 1759.3298, usercpu_time_millis: 19.518, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 19.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5234, f_measure: 0.4986, kappa: 0.0033, kb_relative_information_score: 11.877, mean_absolute_error: 0.4962, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5017, predictive_accuracy: 0.5017, prior_entropy: 1, recall: 0.5017, relative_absolute_error: 0.9923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1762.1216, usercpu_time_millis: 11.55, usercpu_time_millis_testing: 0.31, usercpu_time_millis_training: 11.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.598, f_measure: 0.5649, kappa: 0.1304, kb_relative_information_score: 63.8822, mean_absolute_error: 0.4785, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5653, predictive_accuracy: 0.5652, prior_entropy: 1, recall: 0.5652, relative_absolute_error: 0.957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9896, scimark_benchmark: 1725.6419, usercpu_time_millis: 191.878, usercpu_time_millis_testing: 0.865, usercpu_time_millis_training: 191.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6073, f_measure: 0.5766, kappa: 0.1535, kb_relative_information_score: 79.9769, mean_absolute_error: 0.4727, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5769, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9454, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9906, scimark_benchmark: 1775.6443, usercpu_time_millis: 127.031, usercpu_time_millis_testing: 1.516, usercpu_time_millis_training: 125.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5778, f_measure: 0.5445, kappa: 0.0891, kb_relative_information_score: 50.4509, mean_absolute_error: 0.4829, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5446, predictive_accuracy: 0.5446, prior_entropy: 1, recall: 0.5446, relative_absolute_error: 0.9658, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1768.5977, usercpu_time_millis: 104.545, usercpu_time_millis_testing: 0.854, usercpu_time_millis_training: 103.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5986, f_measure: 0.5759, kappa: 0.1518, kb_relative_information_score: 74.726, mean_absolute_error: 0.4744, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5759, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9487, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9947, scimark_benchmark: 2155.5097, usercpu_time_millis: 93.111, usercpu_time_millis_testing: 0.467, usercpu_time_millis_training: 92.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6202, f_measure: 0.5939, kappa: 0.1881, kb_relative_information_score: 114.8569, mean_absolute_error: 0.4589, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5942, predictive_accuracy: 0.5941, prior_entropy: 1, recall: 0.5941, relative_absolute_error: 0.9177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9963, scimark_benchmark: 1741.0847, usercpu_time_millis: 87.855, usercpu_time_millis_testing: 0.487, usercpu_time_millis_training: 87.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.5816, kappa: 0.1634, kb_relative_information_score: 118.2362, mean_absolute_error: 0.4568, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5817, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9136, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5038, root_relative_squared_error: 1.0077, scimark_benchmark: 1776.5414, usercpu_time_millis: 30.752, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 30.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5866, f_measure: 0.5785, kappa: 0.1584, kb_relative_information_score: 44.6958, mean_absolute_error: 0.4855, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5798, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.9709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1775.2817, usercpu_time_millis: 275.633, usercpu_time_millis_testing: 0.548, usercpu_time_millis_training: 275.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6213, f_measure: 0.593, kappa: 0.1865, kb_relative_information_score: 117.7244, mean_absolute_error: 0.458, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5934, predictive_accuracy: 0.5932, prior_entropy: 1, recall: 0.5932, relative_absolute_error: 0.9159, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, scimark_benchmark: 1790.9629, usercpu_time_millis: 52.996, usercpu_time_millis_testing: 0.438, usercpu_time_millis_training: 52.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5796, f_measure: 0.547, kappa: 0.0941, kb_relative_information_score: 48.2882, mean_absolute_error: 0.484, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5471, predictive_accuracy: 0.547, prior_entropy: 1, recall: 0.547, relative_absolute_error: 0.968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1779.4736, usercpu_time_millis: 47.601, usercpu_time_millis_testing: 0.919, usercpu_time_millis_training: 46.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5164, f_measure: 0.5194, kappa: 0.0396, kb_relative_information_score: 4.6029, mean_absolute_error: 0.4986, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5199, predictive_accuracy: 0.5198, prior_entropy: 1, recall: 0.5198, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1763.5745, usercpu_time_millis: 6.56, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 6.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5187, f_measure: 0.5212, kappa: 0.0446, kb_relative_information_score: 6.5463, mean_absolute_error: 0.498, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5225, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0001, scimark_benchmark: 1765.9077, usercpu_time_millis: 4.806, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 4.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0072, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.498, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1792.1301, usercpu_time_millis: 2.344, usercpu_time_millis_testing: 0.406, usercpu_time_millis_training: 1.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.4057, kappa: 0.0017, kb_relative_information_score: 0.0051, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5023, predictive_accuracy: 0.5008, prior_entropy: 1, recall: 0.5008, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1747.2247, usercpu_time_millis: 0.941, usercpu_time_millis_testing: 0.118, usercpu_time_millis_training: 0.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6163, f_measure: 0.5938, kappa: 0.1881, kb_relative_information_score: 126.7091, mean_absolute_error: 0.4534, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5943, predictive_accuracy: 0.5941, prior_entropy: 1, recall: 0.5941, relative_absolute_error: 0.9068, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5069, root_relative_squared_error: 1.0137, scimark_benchmark: 1762.014, usercpu_time_millis: 346.402, usercpu_time_millis_testing: 0.766, usercpu_time_millis_training: 345.636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5743, f_measure: 0.5425, kappa: 0.0858, kb_relative_information_score: 43.0533, mean_absolute_error: 0.4857, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5431, predictive_accuracy: 0.5429, prior_entropy: 1, recall: 0.5429, relative_absolute_error: 0.9713, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9935, scimark_benchmark: 1017.9686, usercpu_time_millis: 157.865, usercpu_time_millis_testing: 0.64, usercpu_time_millis_training: 157.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6008, f_measure: 0.5709, kappa: 0.1419, kb_relative_information_score: 84.2415, mean_absolute_error: 0.4707, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.571, predictive_accuracy: 0.571, prior_entropy: 1, recall: 0.571, relative_absolute_error: 0.9414, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9985, scimark_benchmark: 1780.0641, usercpu_time_millis: 145.648, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 145.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6286, f_measure: 0.5906, kappa: 0.1815, kb_relative_information_score: 116.9486, mean_absolute_error: 0.4589, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5909, predictive_accuracy: 0.5908, prior_entropy: 1, recall: 0.5908, relative_absolute_error: 0.9178, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9883, scimark_benchmark: 1714.5815, usercpu_time_millis: 113.757, usercpu_time_millis_testing: 2.789, usercpu_time_millis_training: 110.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.5692, kappa: 0.1386, kb_relative_information_score: 65.0607, mean_absolute_error: 0.4779, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5694, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9558, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9941, scimark_benchmark: 2144.963, usercpu_time_millis: 119.585, usercpu_time_millis_testing: 0.783, usercpu_time_millis_training: 118.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.539, f_measure: 0.5366, kappa: 0.0743, kb_relative_information_score: 13.206, mean_absolute_error: 0.496, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5373, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9921, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5017, root_relative_squared_error: 1.0035, scimark_benchmark: 1745.7755, usercpu_time_millis: 122.618, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 122.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5946, f_measure: 0.57, kappa: 0.1403, kb_relative_information_score: 66.6094, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5702, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9548, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1799.3561, usercpu_time_millis: 107.403, usercpu_time_millis_testing: 1.244, usercpu_time_millis_training: 106.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6145, f_measure: 0.578, kappa: 0.1568, kb_relative_information_score: 94.2327, mean_absolute_error: 0.4673, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5786, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9904, scimark_benchmark: 1817.6845, usercpu_time_millis: 71.806, usercpu_time_millis_testing: 0.455, usercpu_time_millis_training: 71.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5687, f_measure: 0.5379, kappa: 0.0759, kb_relative_information_score: 41.4547, mean_absolute_error: 0.4861, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.538, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9955, scimark_benchmark: 1753.3332, usercpu_time_millis: 72.068, usercpu_time_millis_testing: 0.828, usercpu_time_millis_training: 71.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5986, f_measure: 0.5717, kappa: 0.1436, kb_relative_information_score: 74.0309, mean_absolute_error: 0.4747, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5718, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.9494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 2151.4522, usercpu_time_millis: 50.992, usercpu_time_millis_testing: 1.295, usercpu_time_millis_training: 49.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5377, f_measure: 0.51, kappa: 0.0248, kb_relative_information_score: 18.6847, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5126, predictive_accuracy: 0.5124, prior_entropy: 1, recall: 0.5124, relative_absolute_error: 0.9879, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.997, scimark_benchmark: 1790.9229, usercpu_time_millis: 45.534, usercpu_time_millis_testing: 0.51, usercpu_time_millis_training: 45.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5234, f_measure: 0.5155, kappa: 0.0347, kb_relative_information_score: 9.3389, mean_absolute_error: 0.4971, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5176, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.9942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1797.7728, usercpu_time_millis: 24.918, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 24.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5199, f_measure: 0.5133, kappa: 0.0314, kb_relative_information_score: 9.7586, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.516, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9993, scimark_benchmark: 1853.9559, usercpu_time_millis: 13.406, usercpu_time_millis_testing: 0.488, usercpu_time_millis_training: 12.918,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs