Task
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: 0.5633, f_measure: 0.5386, kappa: 0.0842, kb_relative_information_score: 31.932, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5434, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921, scimark_benchmark: 1864.9656, usercpu_time_millis: 15.357, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 15.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5735, f_measure: 0.534, kappa: 0.0693, kb_relative_information_score: 41.5459, mean_absolute_error: 0.4861, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5349, predictive_accuracy: 0.5347, prior_entropy: 1, recall: 0.5347, relative_absolute_error: 0.9723, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.9929, scimark_benchmark: 1656.6804, usercpu_time_millis: 60.845, usercpu_time_millis_testing: 0.525, usercpu_time_millis_training: 60.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5522, f_measure: 0.5264, kappa: 0.0578, kb_relative_information_score: 20.8204, mean_absolute_error: 0.4934, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5295, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9941, scimark_benchmark: 1870.742, usercpu_time_millis: 19.778, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 19.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0145, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1872.9496, usercpu_time_millis: 1.904, usercpu_time_millis_testing: 0.325, usercpu_time_millis_training: 1.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6147, f_measure: 0.5812, kappa: 0.1634, kb_relative_information_score: 100.6855, mean_absolute_error: 0.4646, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5821, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9292, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1872.8797, usercpu_time_millis: 64.062, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 63.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.597, f_measure: 0.5569, kappa: 0.1139, kb_relative_information_score: 61.8764, mean_absolute_error: 0.4791, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5569, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.9581, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4933, root_relative_squared_error: 0.9866, scimark_benchmark: 1784.1819, usercpu_time_millis: 39.929, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 39.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5267, f_measure: 0.5084, kappa: 0.0198, kb_relative_information_score: 18.856, mean_absolute_error: 0.4936, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.51, predictive_accuracy: 0.5099, prior_entropy: 1, recall: 0.5099, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5019, root_relative_squared_error: 1.0037, scimark_benchmark: 1874.977, usercpu_time_millis: 13.189, usercpu_time_millis_testing: 0.98, usercpu_time_millis_training: 12.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5854, f_measure: 0.566, kappa: 0.132, kb_relative_information_score: 64.0495, mean_absolute_error: 0.4782, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.566, predictive_accuracy: 0.566, prior_entropy: 1, recall: 0.566, relative_absolute_error: 0.9563, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1856.586, usercpu_time_millis: 57.32, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 57.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.594, f_measure: 0.5718, kappa: 0.1436, kb_relative_information_score: 66.9501, mean_absolute_error: 0.4773, 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: 0.9546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 1873.4078, usercpu_time_millis: 37.016, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 36.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6136, f_measure: 0.5791, kappa: 0.1584, kb_relative_information_score: 89.6513, mean_absolute_error: 0.4691, 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: 0.9382, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9897, scimark_benchmark: 1868.2531, usercpu_time_millis: 37.586, usercpu_time_millis_testing: 0.562, usercpu_time_millis_training: 37.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.607, f_measure: 0.5759, kappa: 0.1518, kb_relative_information_score: 81.6691, mean_absolute_error: 0.472, 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: 0.9439, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9909, scimark_benchmark: 1874.977, usercpu_time_millis: 41.469, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 41.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5634, f_measure: 0.5263, kappa: 0.0594, kb_relative_information_score: 30.2145, mean_absolute_error: 0.4901, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5306, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9925, scimark_benchmark: 1874.977, usercpu_time_millis: 43.315, usercpu_time_millis_testing: 0.476, usercpu_time_millis_training: 42.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6116, f_measure: 0.5741, kappa: 0.1485, kb_relative_information_score: 86.1372, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5744, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1841.2305, usercpu_time_millis: 55.711, usercpu_time_millis_testing: 1.35, usercpu_time_millis_training: 54.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.577, f_measure: 0.5459, kappa: 0.0924, kb_relative_information_score: 49.1472, mean_absolute_error: 0.4834, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5463, predictive_accuracy: 0.5462, prior_entropy: 1, recall: 0.5462, relative_absolute_error: 0.9668, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9965, scimark_benchmark: 1866.4162, usercpu_time_millis: 31.257, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 30.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6027, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 73.1421, mean_absolute_error: 0.475, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5734, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.95, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4941, root_relative_squared_error: 0.9882, scimark_benchmark: 1868.6447, usercpu_time_millis: 28.985, usercpu_time_millis_testing: 0.239, usercpu_time_millis_training: 28.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0089, 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: 1871.2001, usercpu_time_millis: 1.982, usercpu_time_millis_testing: 0.325, usercpu_time_millis_training: 1.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5655, f_measure: 0.5404, kappa: 0.0809, kb_relative_information_score: 40.9766, mean_absolute_error: 0.486, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5404, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1653.76, usercpu_time_millis: 40.931, usercpu_time_millis_testing: 0.789, usercpu_time_millis_training: 40.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.4792, kb_relative_information_score: 0.0018, 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: 1868.2531, usercpu_time_millis: 0.869, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 0.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0244, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1877.9385, usercpu_time_millis: 1.204, usercpu_time_millis_testing: 0.188, usercpu_time_millis_training: 1.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.536, f_measure: 0.5188, kappa: 0.0429, kb_relative_information_score: 14.153, mean_absolute_error: 0.4956, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5219, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9911, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1859.2084, usercpu_time_millis: 31.854, usercpu_time_millis_testing: 0.436, usercpu_time_millis_training: 31.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5282, f_measure: 0.5167, kappa: 0.038, kb_relative_information_score: 11.0708, mean_absolute_error: 0.4966, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5193, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9931, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, scimark_benchmark: 1841.0391, usercpu_time_millis: 45.184, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 44.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5904, f_measure: 0.5709, kappa: 0.1419, kb_relative_information_score: 72.9056, mean_absolute_error: 0.4749, 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: 0.9497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.502, root_relative_squared_error: 1.0039, scimark_benchmark: 1844.3163, usercpu_time_millis: 3.095, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 2.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5485, f_measure: 0.5224, kappa: 0.0462, kb_relative_information_score: 29.4888, mean_absolute_error: 0.4901, 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: 0.9801, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0012, scimark_benchmark: 1871.5019, usercpu_time_millis: 12.919, usercpu_time_millis_testing: 0.976, usercpu_time_millis_training: 11.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5716, f_measure: 0.5403, kappa: 0.0825, kb_relative_information_score: 28.9844, mean_absolute_error: 0.4908, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5416, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.9816, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9924, scimark_benchmark: 1842.6083, usercpu_time_millis: 40.508, usercpu_time_millis_testing: 0.453, usercpu_time_millis_training: 40.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5814, f_measure: 0.5454, kappa: 0.0908, kb_relative_information_score: 54.7112, mean_absolute_error: 0.4814, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5454, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.9627, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1873.9387, usercpu_time_millis: 17.072, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 16.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4977, f_measure: 0.4498, kappa: -0.0017, kb_relative_information_score: -0.0071, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4987, 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: 1836.4716, usercpu_time_millis: 1.146, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 0.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5654, f_measure: 0.5288, kappa: 0.0644, kb_relative_information_score: 32.5424, mean_absolute_error: 0.4893, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5331, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.9787, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9916, scimark_benchmark: 1671.1703, usercpu_time_millis: 40.862, usercpu_time_millis_testing: 0.521, usercpu_time_millis_training: 40.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5337, f_measure: 0.5104, kappa: 0.0248, kb_relative_information_score: 12.8029, mean_absolute_error: 0.496, 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: 0.992, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9973, scimark_benchmark: 789.0599, usercpu_time_millis: 14.908, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 14.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5868, f_measure: 0.5553, kappa: 0.1106, kb_relative_information_score: 59.4273, mean_absolute_error: 0.4798, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5553, predictive_accuracy: 0.5553, prior_entropy: 1, recall: 0.5553, relative_absolute_error: 0.9596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1863.3419, usercpu_time_millis: 30.556, usercpu_time_millis_testing: 0.442, usercpu_time_millis_training: 30.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6056, f_measure: 0.5807, kappa: 0.1617, kb_relative_information_score: 74.5205, mean_absolute_error: 0.4748, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.581, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9495, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9889, scimark_benchmark: 1870.2804, usercpu_time_millis: 39.541, usercpu_time_millis_testing: 0.525, usercpu_time_millis_training: 39.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5617, f_measure: 0.5382, kappa: 0.0809, kb_relative_information_score: 24.8656, mean_absolute_error: 0.4921, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5412, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9923, scimark_benchmark: 1860.7926, usercpu_time_millis: 71.448, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 71.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5348, f_measure: 0.5277, kappa: 0.0578, kb_relative_information_score: 10.8714, mean_absolute_error: 0.4967, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5292, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, scimark_benchmark: 1874.146, usercpu_time_millis: 38.087, usercpu_time_millis_testing: 0.438, usercpu_time_millis_training: 37.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5658, f_measure: 0.5361, kappa: 0.0726, kb_relative_information_score: 39.1449, mean_absolute_error: 0.4869, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5364, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9738, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9961, scimark_benchmark: 1870.2804, usercpu_time_millis: 24.883, usercpu_time_millis_testing: 0.7, usercpu_time_millis_training: 24.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6024, f_measure: 0.5684, kappa: 0.137, kb_relative_information_score: 73.1498, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5685, predictive_accuracy: 0.5685, prior_entropy: 1, recall: 0.5685, relative_absolute_error: 0.9504, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1873.9387, usercpu_time_millis: 32.838, usercpu_time_millis_testing: 1.671, usercpu_time_millis_training: 31.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6035, f_measure: 0.5649, kappa: 0.1304, kb_relative_information_score: 61.7299, mean_absolute_error: 0.4794, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5654, predictive_accuracy: 0.5652, prior_entropy: 1, recall: 0.5652, relative_absolute_error: 0.9588, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4912, root_relative_squared_error: 0.9825, scimark_benchmark: 1836.0792, usercpu_time_millis: 21.092, usercpu_time_millis_testing: 0.312, usercpu_time_millis_training: 20.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5291, f_measure: 0.5132, kappa: 0.0297, kb_relative_information_score: 11.2194, mean_absolute_error: 0.4965, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5151, predictive_accuracy: 0.5149, prior_entropy: 1, recall: 0.5149, relative_absolute_error: 0.993, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9983, scimark_benchmark: 1849.4065, usercpu_time_millis: 23.947, usercpu_time_millis_testing: 0.441, usercpu_time_millis_training: 23.506,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5769, f_measure: 0.5425, kappa: 0.0858, kb_relative_information_score: 45.4561, mean_absolute_error: 0.4848, 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: 0.9696, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9925, scimark_benchmark: 1876.2965, usercpu_time_millis: 125.465, usercpu_time_millis_testing: 0.6, usercpu_time_millis_training: 124.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6201, f_measure: 0.5887, kappa: 0.1782, kb_relative_information_score: 99.3416, mean_absolute_error: 0.4656, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5894, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.9312, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9887, scimark_benchmark: 1843.5177, usercpu_time_millis: 121.536, usercpu_time_millis_testing: 1.05, usercpu_time_millis_training: 120.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.5602, kappa: 0.1205, kb_relative_information_score: 57.767, mean_absolute_error: 0.4807, 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: 0.9614, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9893, scimark_benchmark: 1851.3378, usercpu_time_millis: 123.474, usercpu_time_millis_testing: 0.435, usercpu_time_millis_training: 123.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6312, f_measure: 0.599, kappa: 0.198, kb_relative_information_score: 86.971, mean_absolute_error: 0.4707, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.599, predictive_accuracy: 0.599, prior_entropy: 1, recall: 0.599, relative_absolute_error: 0.9414, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4874, root_relative_squared_error: 0.9747, scimark_benchmark: 1860.5862, usercpu_time_millis: 150.937, usercpu_time_millis_testing: 0.971, usercpu_time_millis_training: 149.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5871, f_measure: 0.5534, kappa: 0.1073, kb_relative_information_score: 56.1156, mean_absolute_error: 0.4811, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5537, predictive_accuracy: 0.5536, prior_entropy: 1, recall: 0.5536, relative_absolute_error: 0.9621, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9923, scimark_benchmark: 1864.8991, usercpu_time_millis: 191.596, usercpu_time_millis_testing: 1.004, usercpu_time_millis_training: 190.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5967, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 72.2918, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5734, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1863.9794, usercpu_time_millis: 194.687, usercpu_time_millis_testing: 1.023, usercpu_time_millis_training: 193.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5951, f_measure: 0.5652, kappa: 0.1304, kb_relative_information_score: 62.0507, mean_absolute_error: 0.4792, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5652, predictive_accuracy: 0.5652, prior_entropy: 1, recall: 0.5652, relative_absolute_error: 0.9584, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9896, scimark_benchmark: 1868.6447, usercpu_time_millis: 208.586, usercpu_time_millis_testing: 0.861, usercpu_time_millis_training: 207.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5607, f_measure: 0.5461, kappa: 0.0924, kb_relative_information_score: 38.4987, mean_absolute_error: 0.4869, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5462, predictive_accuracy: 0.5462, prior_entropy: 1, recall: 0.5462, relative_absolute_error: 0.9739, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1873.4078, usercpu_time_millis: 55.413, usercpu_time_millis_testing: 0.848, usercpu_time_millis_training: 54.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6141, f_measure: 0.584, kappa: 0.1683, kb_relative_information_score: 87.4138, mean_absolute_error: 0.4701, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5843, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9403, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9888, scimark_benchmark: 1927.4668, usercpu_time_millis: 70.537, usercpu_time_millis_testing: 2.291, usercpu_time_millis_training: 68.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5885, f_measure: 0.5643, kappa: 0.1287, kb_relative_information_score: 61.1377, mean_absolute_error: 0.4793, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5644, predictive_accuracy: 0.5644, prior_entropy: 1, recall: 0.5644, relative_absolute_error: 0.9586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9957, scimark_benchmark: 1869.7037, usercpu_time_millis: 56.207, usercpu_time_millis_testing: 0.859, usercpu_time_millis_training: 55.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6028, f_measure: 0.5773, kappa: 0.1551, kb_relative_information_score: 83.3317, mean_absolute_error: 0.4712, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5777, predictive_accuracy: 0.5776, prior_entropy: 1, recall: 0.5776, relative_absolute_error: 0.9424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9971, scimark_benchmark: 1870.2139, usercpu_time_millis: 66.756, usercpu_time_millis_testing: 0.817, usercpu_time_millis_training: 65.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6026, f_measure: 0.5806, kappa: 0.1617, kb_relative_information_score: 81.1376, mean_absolute_error: 0.4721, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.581, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9442, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9955, scimark_benchmark: 1870.3532, usercpu_time_millis: 72.704, usercpu_time_millis_testing: 0.736, usercpu_time_millis_training: 71.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5556, f_measure: 0.5312, kappa: 0.0644, kb_relative_information_score: 28.1587, mean_absolute_error: 0.4907, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5324, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.9815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1871.9601, usercpu_time_millis: 60.6, usercpu_time_millis_testing: 0.556, usercpu_time_millis_training: 60.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6008, f_measure: 0.5699, kappa: 0.1403, kb_relative_information_score: 60.0724, mean_absolute_error: 0.4798, 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: 0.9597, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4914, root_relative_squared_error: 0.9828, scimark_benchmark: 1873.5293, usercpu_time_millis: 72.597, usercpu_time_millis_testing: 0.659, usercpu_time_millis_training: 71.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6103, f_measure: 0.5791, kappa: 0.1584, kb_relative_information_score: 83.0689, mean_absolute_error: 0.4716, 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: 0.9433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9897, scimark_benchmark: 1870.1619, usercpu_time_millis: 80.893, usercpu_time_millis_testing: 2.228, usercpu_time_millis_training: 78.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5829, f_measure: 0.5675, kappa: 0.1353, kb_relative_information_score: 51.802, mean_absolute_error: 0.4827, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5677, predictive_accuracy: 0.5677, prior_entropy: 1, recall: 0.5677, relative_absolute_error: 0.9654, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1869.2422, usercpu_time_millis: 109.587, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 109.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5895, f_measure: 0.5652, kappa: 0.1304, kb_relative_information_score: 63.1565, mean_absolute_error: 0.4785, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5652, predictive_accuracy: 0.5652, prior_entropy: 1, recall: 0.5652, relative_absolute_error: 0.9571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1850.5663, usercpu_time_millis: 97.831, usercpu_time_millis_testing: 1.093, usercpu_time_millis_training: 96.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6318, f_measure: 0.5923, kappa: 0.1848, kb_relative_information_score: 96.4138, mean_absolute_error: 0.4672, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5925, predictive_accuracy: 0.5924, prior_entropy: 1, recall: 0.5924, relative_absolute_error: 0.9343, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4889, root_relative_squared_error: 0.9778, scimark_benchmark: 1871.5019, usercpu_time_millis: 115.404, usercpu_time_millis_testing: 0.711, usercpu_time_millis_training: 114.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5556, f_measure: 0.5286, kappa: 0.0611, kb_relative_information_score: 17.7587, mean_absolute_error: 0.4945, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.531, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9953, scimark_benchmark: 1840.05, usercpu_time_millis: 97.579, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 97.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6069, f_measure: 0.5742, kappa: 0.1485, kb_relative_information_score: 67.7797, mean_absolute_error: 0.4771, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5743, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9543, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4911, root_relative_squared_error: 0.9823, scimark_benchmark: 1824.8072, usercpu_time_millis: 99.998, usercpu_time_millis_testing: 0.99, usercpu_time_millis_training: 99.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6223, f_measure: 0.5915, kappa: 0.1832, kb_relative_information_score: 96.1042, mean_absolute_error: 0.4669, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5917, predictive_accuracy: 0.5916, prior_entropy: 1, recall: 0.5916, relative_absolute_error: 0.9338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4922, root_relative_squared_error: 0.9843, scimark_benchmark: 1869.8244, usercpu_time_millis: 100.603, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 100.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5788, f_measure: 0.5454, kappa: 0.0924, kb_relative_information_score: 36.3098, mean_absolute_error: 0.4883, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5465, predictive_accuracy: 0.5462, prior_entropy: 1, recall: 0.5462, relative_absolute_error: 0.9766, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9898, scimark_benchmark: 1866.9963, usercpu_time_millis: 100.593, usercpu_time_millis_testing: 0.5, usercpu_time_millis_training: 100.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6037, f_measure: 0.5743, kappa: 0.1485, kb_relative_information_score: 78.5077, mean_absolute_error: 0.4732, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5743, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9465, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921, scimark_benchmark: 1850.2875, usercpu_time_millis: 115.745, usercpu_time_millis_testing: 1.625, usercpu_time_millis_training: 114.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5394, f_measure: 0.5273, kappa: 0.0594, kb_relative_information_score: 15.0957, mean_absolute_error: 0.4953, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5303, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9906, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1847.1538, usercpu_time_millis: 117.446, usercpu_time_millis_testing: 0.678, usercpu_time_millis_training: 116.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6117, f_measure: 0.5797, kappa: 0.1601, kb_relative_information_score: 92.6074, mean_absolute_error: 0.4679, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5803, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9359, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1845.615, usercpu_time_millis: 134.784, usercpu_time_millis_testing: 0.682, usercpu_time_millis_training: 134.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5867, f_measure: 0.5577, kappa: 0.1155, kb_relative_information_score: 53.1259, mean_absolute_error: 0.4823, 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: 0.9646, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9909, scimark_benchmark: 1869.6309, usercpu_time_millis: 131.825, usercpu_time_millis_testing: 0.621, usercpu_time_millis_training: 131.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6204, f_measure: 0.5963, kappa: 0.1931, kb_relative_information_score: 111.0183, mean_absolute_error: 0.4607, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5968, predictive_accuracy: 0.5965, prior_entropy: 1, recall: 0.5965, relative_absolute_error: 0.9214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1872.9496, usercpu_time_millis: 126.758, usercpu_time_millis_testing: 0.589, usercpu_time_millis_training: 126.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.577, f_measure: 0.5493, kappa: 0.1007, kb_relative_information_score: 36.8909, mean_absolute_error: 0.488, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5508, predictive_accuracy: 0.5503, prior_entropy: 1, recall: 0.5503, relative_absolute_error: 0.9761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1869.6309, usercpu_time_millis: 145.805, usercpu_time_millis_testing: 0.745, usercpu_time_millis_training: 145.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6041, f_measure: 0.5774, kappa: 0.1551, kb_relative_information_score: 107.3562, mean_absolute_error: 0.4609, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5777, predictive_accuracy: 0.5776, prior_entropy: 1, recall: 0.5776, relative_absolute_error: 0.9219, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5071, root_relative_squared_error: 1.0143, scimark_benchmark: 1872.3546, usercpu_time_millis: 170.631, usercpu_time_millis_testing: 1.613, usercpu_time_millis_training: 169.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5976, f_measure: 0.5667, kappa: 0.1337, kb_relative_information_score: 64.7792, mean_absolute_error: 0.4781, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5669, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9902, scimark_benchmark: 1870.2139, usercpu_time_millis: 128.589, usercpu_time_millis_testing: 1.357, usercpu_time_millis_training: 127.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5663, f_measure: 0.5367, kappa: 0.0759, kb_relative_information_score: 30.6446, mean_absolute_error: 0.4901, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5384, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9924, scimark_benchmark: 1872.9496, usercpu_time_millis: 189.955, usercpu_time_millis_testing: 0.768, usercpu_time_millis_training: 189.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6228, f_measure: 0.5931, kappa: 0.1865, kb_relative_information_score: 115.3947, mean_absolute_error: 0.459, 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: 0.9181, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1853.454, usercpu_time_millis: 55.127, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 54.736,

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