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: 0.5879, f_measure: 0.5494, kappa: 0.099, kb_relative_information_score: 55.8, mean_absolute_error: 0.4813, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5496, predictive_accuracy: 0.5495, prior_entropy: 1, recall: 0.5495, relative_absolute_error: 0.9626, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9911, scimark_benchmark: 1868.1832, usercpu_time_millis: 110.76, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 110.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6018, f_measure: 0.5657, kappa: 0.132, kb_relative_information_score: 75.7754, mean_absolute_error: 0.474, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5662, predictive_accuracy: 0.566, prior_entropy: 1, recall: 0.566, relative_absolute_error: 0.9481, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1122.0053, usercpu_time_millis: 128.292, usercpu_time_millis_testing: 1.628, usercpu_time_millis_training: 126.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5866, f_measure: 0.5643, kappa: 0.1287, kb_relative_information_score: 54.8878, mean_absolute_error: 0.4817, 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: 0.9634, 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: 244.359, usercpu_time_millis_testing: 1.319, usercpu_time_millis_training: 243.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5979, f_measure: 0.5726, kappa: 0.1452, kb_relative_information_score: 69.5456, mean_absolute_error: 0.4764, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5726, predictive_accuracy: 0.5726, prior_entropy: 1, recall: 0.5726, relative_absolute_error: 0.9529, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9923, scimark_benchmark: 1872.4216, usercpu_time_millis: 252.565, usercpu_time_millis_testing: 1.466, usercpu_time_millis_training: 251.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5738, f_measure: 0.5408, kappa: 0.0825, kb_relative_information_score: 38.8494, mean_absolute_error: 0.4872, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5414, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.9744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9918, scimark_benchmark: 1874.4489, usercpu_time_millis: 238.66, usercpu_time_millis_testing: 0.968, usercpu_time_millis_training: 237.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5827, f_measure: 0.5619, kappa: 0.1238, kb_relative_information_score: 79.3476, mean_absolute_error: 0.4718, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5619, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9436, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5106, root_relative_squared_error: 1.0211, scimark_benchmark: 1867.725, usercpu_time_millis: 284.695, usercpu_time_millis_testing: 0.842, usercpu_time_millis_training: 283.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5653, f_measure: 0.5401, kappa: 0.0809, kb_relative_information_score: 33.6203, mean_absolute_error: 0.489, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5405, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1076.7789, usercpu_time_millis: 339.708, usercpu_time_millis_testing: 1.198, usercpu_time_millis_training: 338.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6243, f_measure: 0.5816, kappa: 0.1634, kb_relative_information_score: 88.1253, mean_absolute_error: 0.47, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5818, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4899, root_relative_squared_error: 0.9799, scimark_benchmark: 1863.4543, usercpu_time_millis: 162.467, usercpu_time_millis_testing: 1.073, usercpu_time_millis_training: 161.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6252, f_measure: 0.5963, kappa: 0.1931, kb_relative_information_score: 107.5163, mean_absolute_error: 0.4626, 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: 0.9251, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4932, root_relative_squared_error: 0.9864, scimark_benchmark: 1869.1029, usercpu_time_millis: 182.871, usercpu_time_millis_testing: 1.15, usercpu_time_millis_training: 181.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6269, f_measure: 0.5921, kappa: 0.1848, kb_relative_information_score: 99.0399, mean_absolute_error: 0.4659, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5927, predictive_accuracy: 0.5924, prior_entropy: 1, recall: 0.5924, relative_absolute_error: 0.9319, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4908, root_relative_squared_error: 0.9815, scimark_benchmark: 1874.5188, usercpu_time_millis: 169.894, usercpu_time_millis_testing: 0.819, usercpu_time_millis_training: 169.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5948, f_measure: 0.5676, kappa: 0.1353, kb_relative_information_score: 59.8685, mean_absolute_error: 0.48, 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: 0.9599, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9885, scimark_benchmark: 1868.46, usercpu_time_millis: 212.765, usercpu_time_millis_testing: 0.595, usercpu_time_millis_training: 212.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6195, f_measure: 0.5832, kappa: 0.1667, kb_relative_information_score: 88.7253, mean_absolute_error: 0.4697, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5834, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9393, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4921, root_relative_squared_error: 0.9842, scimark_benchmark: 1864.8991, usercpu_time_millis: 201.733, usercpu_time_millis_testing: 1.154, usercpu_time_millis_training: 200.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5881, f_measure: 0.566, kappa: 0.132, kb_relative_information_score: 64.4354, mean_absolute_error: 0.4781, 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: 0.9562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9961, scimark_benchmark: 1872.4216, usercpu_time_millis: 208.482, usercpu_time_millis_testing: 0.621, usercpu_time_millis_training: 207.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5724, f_measure: 0.5483, kappa: 0.099, kb_relative_information_score: 34.5244, mean_absolute_error: 0.4888, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.55, predictive_accuracy: 0.5495, prior_entropy: 1, recall: 0.5495, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4957, root_relative_squared_error: 0.9914, scimark_benchmark: 1834.9617, usercpu_time_millis: 236.83, usercpu_time_millis_testing: 0.817, usercpu_time_millis_training: 236.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6036, f_measure: 0.5692, kappa: 0.1386, kb_relative_information_score: 83.3923, mean_absolute_error: 0.4711, 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: 0.9422, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9957, scimark_benchmark: 1858.5589, usercpu_time_millis: 175.9, usercpu_time_millis_testing: 1.439, usercpu_time_millis_training: 174.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6065, f_measure: 0.5724, kappa: 0.1452, kb_relative_information_score: 86.0197, mean_absolute_error: 0.4703, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5727, predictive_accuracy: 0.5726, prior_entropy: 1, recall: 0.5726, relative_absolute_error: 0.9406, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1867.6581, usercpu_time_millis: 171.957, usercpu_time_millis_testing: 1.34, usercpu_time_millis_training: 170.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.5477, kappa: 0.0957, kb_relative_information_score: 49.2891, mean_absolute_error: 0.4835, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5479, predictive_accuracy: 0.5479, prior_entropy: 1, recall: 0.5479, relative_absolute_error: 0.9671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1871.2001, usercpu_time_millis: 157.84, usercpu_time_millis_testing: 1.208, usercpu_time_millis_training: 156.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6043, f_measure: 0.5716, kappa: 0.1436, kb_relative_information_score: 86.7723, mean_absolute_error: 0.4698, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5719, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.9396, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1869.1727, usercpu_time_millis: 156.522, usercpu_time_millis_testing: 0.972, usercpu_time_millis_training: 155.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6134, f_measure: 0.5787, kappa: 0.1584, kb_relative_information_score: 110.4104, mean_absolute_error: 0.4603, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5796, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.9206, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.501, root_relative_squared_error: 1.002, scimark_benchmark: 1867.6156, usercpu_time_millis: 205.58, usercpu_time_millis_testing: 1.311, usercpu_time_millis_training: 204.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6288, f_measure: 0.5931, kappa: 0.1865, kb_relative_information_score: 102.3554, mean_absolute_error: 0.4647, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5933, predictive_accuracy: 0.5932, prior_entropy: 1, recall: 0.5932, relative_absolute_error: 0.9295, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4902, root_relative_squared_error: 0.9803, scimark_benchmark: 1864.4376, usercpu_time_millis: 177.063, usercpu_time_millis_testing: 0.909, usercpu_time_millis_training: 176.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6054, f_measure: 0.5773, kappa: 0.1551, kb_relative_information_score: 111.6318, mean_absolute_error: 0.4591, 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: 0.9182, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5083, root_relative_squared_error: 1.0166, scimark_benchmark: 1872.0299, usercpu_time_millis: 222.921, usercpu_time_millis_testing: 1.138, usercpu_time_millis_training: 221.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.599, f_measure: 0.5718, kappa: 0.1436, kb_relative_information_score: 72.1493, mean_absolute_error: 0.4754, 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: 0.9508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 1858.0571, usercpu_time_millis: 220.429, usercpu_time_millis_testing: 1.074, usercpu_time_millis_training: 219.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5897, f_measure: 0.5675, kappa: 0.1353, kb_relative_information_score: 55.9166, mean_absolute_error: 0.4814, 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: 0.9627, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9904, scimark_benchmark: 1873.0711, usercpu_time_millis: 210.49, usercpu_time_millis_testing: 0.809, usercpu_time_millis_training: 209.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, f_measure: 0.5905, kappa: 0.1815, kb_relative_information_score: 108.375, mean_absolute_error: 0.4615, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.591, predictive_accuracy: 0.5908, prior_entropy: 1, recall: 0.5908, relative_absolute_error: 0.923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1859.8849, usercpu_time_millis: 204.563, usercpu_time_millis_testing: 1.192, usercpu_time_millis_training: 203.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6292, f_measure: 0.5806, kappa: 0.1617, kb_relative_information_score: 106.4148, mean_absolute_error: 0.463, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5811, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.926, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9814, scimark_benchmark: 1874.4489, usercpu_time_millis: 234.227, usercpu_time_millis_testing: 1.067, usercpu_time_millis_training: 233.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6016, f_measure: 0.5684, kappa: 0.137, kb_relative_information_score: 64.9999, mean_absolute_error: 0.4781, 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: 0.9561, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4928, root_relative_squared_error: 0.9856, scimark_benchmark: 1868.2531, usercpu_time_millis: 147.13, usercpu_time_millis_testing: 0.863, usercpu_time_millis_training: 146.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5964, f_measure: 0.565, kappa: 0.1304, kb_relative_information_score: 71.1149, mean_absolute_error: 0.4757, 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: 0.9513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1865.3794, usercpu_time_millis: 153.957, usercpu_time_millis_testing: 1.799, usercpu_time_millis_training: 152.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6114, f_measure: 0.5796, kappa: 0.1601, kb_relative_information_score: 83.6515, mean_absolute_error: 0.4713, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5804, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9427, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4941, root_relative_squared_error: 0.9882, scimark_benchmark: 1874.5188, usercpu_time_millis: 165.465, usercpu_time_millis_testing: 1.903, usercpu_time_millis_training: 163.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5932, f_measure: 0.5668, kappa: 0.1337, kb_relative_information_score: 57.2036, mean_absolute_error: 0.4808, 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: 0.9615, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.494, root_relative_squared_error: 0.988, scimark_benchmark: 1863.4543, usercpu_time_millis: 169.211, usercpu_time_millis_testing: 0.977, usercpu_time_millis_training: 168.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5907, f_measure: 0.5618, kappa: 0.1238, kb_relative_information_score: 53.7236, mean_absolute_error: 0.4821, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5619, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9643, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9886, scimark_benchmark: 1866.1679, usercpu_time_millis: 174.811, usercpu_time_millis_testing: 0.571, usercpu_time_millis_training: 174.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.61, f_measure: 0.5739, kappa: 0.1485, kb_relative_information_score: 90.9051, mean_absolute_error: 0.4683, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5745, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9366, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1873.019, usercpu_time_millis: 167.308, usercpu_time_millis_testing: 1.429, usercpu_time_millis_training: 165.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.592, f_measure: 0.566, kappa: 0.132, kb_relative_information_score: 62.7825, mean_absolute_error: 0.4788, 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: 0.9575, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1862.4126, usercpu_time_millis: 207.658, usercpu_time_millis_testing: 0.896, usercpu_time_millis_training: 206.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5952, f_measure: 0.5758, kappa: 0.1518, kb_relative_information_score: 101.5558, mean_absolute_error: 0.4629, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.576, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9258, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5121, root_relative_squared_error: 1.0241, scimark_benchmark: 1874.0573, usercpu_time_millis: 203.462, usercpu_time_millis_testing: 1.141, usercpu_time_millis_training: 202.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5732, f_measure: 0.546, kappa: 0.0941, kb_relative_information_score: 30.6896, mean_absolute_error: 0.4902, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5475, predictive_accuracy: 0.547, prior_entropy: 1, recall: 0.547, relative_absolute_error: 0.9805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4957, root_relative_squared_error: 0.9915, scimark_benchmark: 1880.4875, usercpu_time_millis: 194.585, usercpu_time_millis_testing: 0.595, usercpu_time_millis_training: 193.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6274, f_measure: 0.5849, kappa: 0.17, kb_relative_information_score: 88.1139, mean_absolute_error: 0.4701, 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: 0.9403, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4889, root_relative_squared_error: 0.9778, scimark_benchmark: 1874.977, usercpu_time_millis: 172.604, usercpu_time_millis_testing: 1.431, usercpu_time_millis_training: 171.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6142, f_measure: 0.5848, kappa: 0.17, kb_relative_information_score: 102.4659, mean_absolute_error: 0.4638, 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: 0.9277, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9959, scimark_benchmark: 1867.1999, usercpu_time_millis: 159.491, usercpu_time_millis_testing: 2.169, usercpu_time_millis_training: 157.322,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5259, f_measure: 0.5237, kappa: 0.0495, kb_relative_information_score: 9.7421, mean_absolute_error: 0.497, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.525, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.994, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.9991, scimark_benchmark: 1148.168, usercpu_time_millis: 2.865, usercpu_time_millis_testing: 0.191, usercpu_time_millis_training: 2.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5859, f_measure: 0.5585, kappa: 0.1188, kb_relative_information_score: 48.6794, mean_absolute_error: 0.4838, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5599, predictive_accuracy: 0.5594, prior_entropy: 1, recall: 0.5594, relative_absolute_error: 0.9676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1864.4376, usercpu_time_millis: 2.052, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4974, f_measure: 0.4932, kappa: -0.0033, kb_relative_information_score: -0.0192, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4983, 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: 1867.3799, usercpu_time_millis: 1.307, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 1.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6078, f_measure: 0.5741, kappa: 0.1502, kb_relative_information_score: 60.0975, mean_absolute_error: 0.4801, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5758, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4902, root_relative_squared_error: 0.9804, scimark_benchmark: 1199.7343, usercpu_time_millis: 26.013, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 25.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5742, f_measure: 0.5517, kappa: 0.104, kb_relative_information_score: 42.0111, mean_absolute_error: 0.4861, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5521, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.9722, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1874.4489, usercpu_time_millis: 8.074, usercpu_time_millis_testing: 0.115, usercpu_time_millis_training: 7.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5429, f_measure: 0.5304, kappa: 0.0611, kb_relative_information_score: 26.5898, mean_absolute_error: 0.4911, 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: 0.9822, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5036, root_relative_squared_error: 1.0071, scimark_benchmark: 1891.3265, usercpu_time_millis: 11.105, usercpu_time_millis_testing: 1.039, usercpu_time_millis_training: 10.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5889, f_measure: 0.5632, kappa: 0.1271, kb_relative_information_score: 65.4788, mean_absolute_error: 0.4777, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5637, predictive_accuracy: 0.5635, prior_entropy: 1, recall: 0.5635, relative_absolute_error: 0.9554, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1869.7524, usercpu_time_millis: 4.856, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 4.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5176, f_measure: 0.5264, kappa: 0.0545, kb_relative_information_score: 5.7386, mean_absolute_error: 0.4983, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5274, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9965, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1865.3828, usercpu_time_millis: 10.797, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 10.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0309, 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: 1.0001, scimark_benchmark: 1865.1864, usercpu_time_millis: 0.471, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6089, f_measure: 0.5865, kappa: 0.1733, kb_relative_information_score: 117.4591, mean_absolute_error: 0.4568, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5867, predictive_accuracy: 0.5866, prior_entropy: 1, recall: 0.5866, relative_absolute_error: 0.9135, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5085, root_relative_squared_error: 1.017, scimark_benchmark: 1861.3749, usercpu_time_millis: 25.993, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 25.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5945, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 71.5398, mean_absolute_error: 0.4756, 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: 0.9512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1871.4349, usercpu_time_millis: 34.441, usercpu_time_millis_testing: 0.681, usercpu_time_millis_training: 33.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5326, f_measure: 0.514, kappa: 0.0297, kb_relative_information_score: 21.7278, mean_absolute_error: 0.4926, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.515, predictive_accuracy: 0.5149, prior_entropy: 1, recall: 0.5149, relative_absolute_error: 0.9852, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5012, root_relative_squared_error: 1.0025, scimark_benchmark: 1839.9443, usercpu_time_millis: 9.662, usercpu_time_millis_testing: 1.039, usercpu_time_millis_training: 8.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4765, kappa: -0.005, kb_relative_information_score: -0.0223, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4971, 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: 1865.586, usercpu_time_millis: 1.053, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 0.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5326, f_measure: 0.51, kappa: 0.0248, kb_relative_information_score: 12.9926, mean_absolute_error: 0.4959, 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: 0.9918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9973, scimark_benchmark: 1823.238, usercpu_time_millis: 15.341, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 14.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5512, f_measure: 0.5346, kappa: 0.0693, kb_relative_information_score: 31.5571, mean_absolute_error: 0.4893, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5347, predictive_accuracy: 0.5347, prior_entropy: 1, recall: 0.5347, relative_absolute_error: 0.9786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1848.2615, usercpu_time_millis: 19.079, usercpu_time_millis_testing: 0.429, usercpu_time_millis_training: 18.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5356, f_measure: 0.5199, kappa: 0.0446, kb_relative_information_score: 13.3169, mean_absolute_error: 0.4959, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5227, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9917, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1862.932, usercpu_time_millis: 30.012, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 29.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5975, f_measure: 0.5758, kappa: 0.1518, kb_relative_information_score: 70.1082, mean_absolute_error: 0.4762, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.576, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9937, scimark_benchmark: 1857.7844, usercpu_time_millis: 14.58, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 14.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5401, f_measure: 0.5246, kappa: 0.0561, kb_relative_information_score: 15.7287, mean_absolute_error: 0.4951, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5289, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9901, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9965, scimark_benchmark: 1872.4216, usercpu_time_millis: 10.486, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 10.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0103, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4967, 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: 1868.0738, usercpu_time_millis: 1.818, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 1.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.539, f_measure: 0.526, kappa: 0.0561, kb_relative_information_score: 11.9513, mean_absolute_error: 0.4964, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5286, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9927, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9985, scimark_benchmark: 1824.8072, usercpu_time_millis: 28.615, usercpu_time_millis_testing: 0.246, usercpu_time_millis_training: 28.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5428, f_measure: 0.5334, kappa: 0.0677, kb_relative_information_score: 26.8038, mean_absolute_error: 0.491, 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: 0.9819, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 0.9999, scimark_benchmark: 1857.6674, usercpu_time_millis: 13.522, usercpu_time_millis_testing: 0.725, usercpu_time_millis_training: 12.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.5, kb_relative_information_score: -0.0054, 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: 1868.7112, usercpu_time_millis: 2.263, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 1.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5726, f_measure: 0.541, kappa: 0.0825, kb_relative_information_score: 44.6936, mean_absolute_error: 0.4849, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5413, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.9699, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9962, scimark_benchmark: 1855.7107, usercpu_time_millis: 39.617, usercpu_time_millis_testing: 1.12, usercpu_time_millis_training: 38.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0125, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4984, 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: 1866.2865, usercpu_time_millis: 1.653, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 1.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.567, f_measure: 0.5503, kappa: 0.1007, kb_relative_information_score: 41.8194, mean_absolute_error: 0.486, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5503, predictive_accuracy: 0.5503, prior_entropy: 1, recall: 0.5503, relative_absolute_error: 0.972, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.001, scimark_benchmark: 1863.9794, usercpu_time_millis: 8.634, usercpu_time_millis_testing: 0.692, usercpu_time_millis_training: 7.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5054, f_measure: 0.4958, kb_relative_information_score: 10.1658, mean_absolute_error: 0.4965, 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: 0.9929, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5026, root_relative_squared_error: 1.0053, scimark_benchmark: 1867.8558, usercpu_time_millis: 7.419, usercpu_time_millis_testing: 0.785, usercpu_time_millis_training: 6.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.5585, kappa: 0.1172, kb_relative_information_score: 55.3668, mean_absolute_error: 0.4813, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5586, predictive_accuracy: 0.5586, prior_entropy: 1, recall: 0.5586, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9975, scimark_benchmark: 1872.9496, usercpu_time_millis: 3.461, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 3.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6129, f_measure: 0.5906, kappa: 0.1815, kb_relative_information_score: 103.4398, mean_absolute_error: 0.4636, 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: 0.9273, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1868.7112, usercpu_time_millis: 6.881, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 6.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5568, f_measure: 0.5293, kappa: 0.0611, kb_relative_information_score: 23.9512, mean_absolute_error: 0.4924, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5309, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9847, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1874.5188, usercpu_time_millis: 7.464, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 7.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6031, f_measure: 0.571, kappa: 0.1469, kb_relative_information_score: 56.6137, mean_absolute_error: 0.4814, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5751, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9627, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4908, root_relative_squared_error: 0.9816, scimark_benchmark: 1862.932, usercpu_time_millis: 22, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 21.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: -0.0031, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5009, 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: 1823.2318, usercpu_time_millis: 2.243, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 1.907,

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