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: 0.5569, f_measure: 0.5282, kappa: 0.0611, kb_relative_information_score: 29.9373, mean_absolute_error: 0.4901, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5311, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1874.977, usercpu_time_millis: 33.835, usercpu_time_millis_testing: 0.579, usercpu_time_millis_training: 33.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5707, f_measure: 0.534, kappa: 0.0693, kb_relative_information_score: 34.307, mean_absolute_error: 0.4889, 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: 0.9778, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9927, scimark_benchmark: 1874.977, usercpu_time_millis: 34.215, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 33.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6308, f_measure: 0.5965, kappa: 0.1931, kb_relative_information_score: 97.5264, mean_absolute_error: 0.4668, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5966, predictive_accuracy: 0.5965, prior_entropy: 1, recall: 0.5965, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4884, root_relative_squared_error: 0.9769, scimark_benchmark: 1871.2001, usercpu_time_millis: 48.776, usercpu_time_millis_testing: 0.249, usercpu_time_millis_training: 48.527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5496, f_measure: 0.5278, kappa: 0.0578, kb_relative_information_score: 22.8384, mean_absolute_error: 0.4926, 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: 0.9852, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1869.6309, usercpu_time_millis: 9.352, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 9.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5855, f_measure: 0.5725, kappa: 0.1452, kb_relative_information_score: 59.5232, mean_absolute_error: 0.48, 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: 0.96, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1872.4216, usercpu_time_millis: 2.455, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 2.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5618, f_measure: 0.5363, kappa: 0.0726, kb_relative_information_score: 36.0148, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5363, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.997, scimark_benchmark: 1869.6309, usercpu_time_millis: 16.16, usercpu_time_millis_testing: 1.016, usercpu_time_millis_training: 15.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6063, f_measure: 0.5767, kappa: 0.1535, kb_relative_information_score: 73.7801, mean_absolute_error: 0.475, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5767, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.95, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9877, scimark_benchmark: 1874.4489, usercpu_time_millis: 30.989, usercpu_time_millis_testing: 0.22, usercpu_time_millis_training: 30.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5914, f_measure: 0.5649, kappa: 0.1304, kb_relative_information_score: 101.3601, mean_absolute_error: 0.4622, 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: 0.9244, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5181, root_relative_squared_error: 1.0361, scimark_benchmark: 1867.1999, usercpu_time_millis: 17.961, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 17.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5421, f_measure: 0.5298, kappa: 0.0644, kb_relative_information_score: 17.105, mean_absolute_error: 0.4946, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5329, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.9892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9957, scimark_benchmark: 1871.4349, usercpu_time_millis: 54.978, usercpu_time_millis_testing: 0.514, usercpu_time_millis_training: 54.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.563, f_measure: 0.5385, kappa: 0.0776, kb_relative_information_score: 36.0567, mean_absolute_error: 0.488, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5389, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9961, scimark_benchmark: 1874.977, usercpu_time_millis: 19.434, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 19.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6185, f_measure: 0.5882, kappa: 0.1766, kb_relative_information_score: 94.6205, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5884, predictive_accuracy: 0.5883, prior_entropy: 1, recall: 0.5883, relative_absolute_error: 0.9349, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9884, scimark_benchmark: 1866.6776, usercpu_time_millis: 31.315, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 31.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6265, f_measure: 0.589, kappa: 0.1782, kb_relative_information_score: 101.3382, mean_absolute_error: 0.4652, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5892, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.9304, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4922, root_relative_squared_error: 0.9845, scimark_benchmark: 1846.0774, usercpu_time_millis: 53.786, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 53.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5752, f_measure: 0.5468, kappa: 0.0941, kb_relative_information_score: 47.0425, mean_absolute_error: 0.4842, 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: 0.9684, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9955, scimark_benchmark: 1868.1832, usercpu_time_millis: 57.684, usercpu_time_millis_testing: 0.795, usercpu_time_millis_training: 56.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.597, f_measure: 0.5616, kappa: 0.1238, kb_relative_information_score: 67.5236, mean_absolute_error: 0.477, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5621, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9541, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9917, scimark_benchmark: 1865.4892, usercpu_time_millis: 42.773, usercpu_time_millis_testing: 0.577, usercpu_time_millis_training: 42.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5612, f_measure: 0.5404, kappa: 0.0809, kb_relative_information_score: 42.8164, mean_absolute_error: 0.4855, 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: 0.9711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5048, root_relative_squared_error: 1.0095, scimark_benchmark: 1863.1711, usercpu_time_millis: 1.315, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 1.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5541, f_measure: 0.5272, kappa: 0.0561, kb_relative_information_score: 28.5592, mean_absolute_error: 0.4906, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5282, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1867.1358, usercpu_time_millis: 18.763, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 18.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.5, kb_relative_information_score: 0.0004, 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: 1803.096, usercpu_time_millis: 2.382, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 2.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6033, f_measure: 0.5841, kappa: 0.1683, kb_relative_information_score: 72.364, mean_absolute_error: 0.4756, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5842, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9906, scimark_benchmark: 1872.8018, usercpu_time_millis: 27.351, usercpu_time_millis_testing: 1.455, usercpu_time_millis_training: 25.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, f_measure: 0.5825, kappa: 0.165, kb_relative_information_score: 72.5093, mean_absolute_error: 0.4755, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5825, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.951, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4911, root_relative_squared_error: 0.9821, scimark_benchmark: 1877.2162, usercpu_time_millis: 40.763, usercpu_time_millis_testing: 0.677, usercpu_time_millis_training: 40.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0244, 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: 1871.2001, usercpu_time_millis: 1.182, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 0.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5613, f_measure: 0.5346, kappa: 0.0693, kb_relative_information_score: 40.0637, mean_absolute_error: 0.4863, 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: 0.9727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0005, scimark_benchmark: 1794.7549, usercpu_time_millis: 1.982, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 1.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4972, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.0285, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4975, 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: 1872.4216, usercpu_time_millis: 0.501, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5502, f_measure: 0.537, kappa: 0.0743, kb_relative_information_score: 30.0087, mean_absolute_error: 0.4899, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5372, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9798, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1874.977, usercpu_time_millis: 24.573, usercpu_time_millis_testing: 1.163, usercpu_time_millis_training: 23.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6062, f_measure: 0.5733, kappa: 0.1469, kb_relative_information_score: 74.2527, mean_absolute_error: 0.4749, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5735, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9885, scimark_benchmark: 1869.2942, usercpu_time_millis: 47.984, usercpu_time_millis_testing: 1.247, usercpu_time_millis_training: 46.737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5285, f_measure: 0.5236, kappa: 0.0495, kb_relative_information_score: 9.6511, mean_absolute_error: 0.4971, 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: 0.9941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9993, scimark_benchmark: 1873.5991, usercpu_time_millis: 52.017, usercpu_time_millis_testing: 0.613, usercpu_time_millis_training: 51.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6009, f_measure: 0.5749, kappa: 0.1502, kb_relative_information_score: 71.0585, mean_absolute_error: 0.4759, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5752, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9911, scimark_benchmark: 1869.8223, usercpu_time_millis: 50.81, usercpu_time_millis_testing: 0.905, usercpu_time_millis_training: 49.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6139, f_measure: 0.5923, kappa: 0.1848, kb_relative_information_score: 86.3722, mean_absolute_error: 0.4706, 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: 0.9412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9885, scimark_benchmark: 1873.4078, usercpu_time_millis: 31.508, usercpu_time_millis_testing: 1.067, usercpu_time_millis_training: 30.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5072, f_measure: 0.5116, kappa: 0.0248, kb_relative_information_score: 3.4487, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5125, predictive_accuracy: 0.5124, prior_entropy: 1, recall: 0.5124, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0013, scimark_benchmark: 1870.742, usercpu_time_millis: 1.73, usercpu_time_millis_testing: 0.191, usercpu_time_millis_training: 1.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5603, f_measure: 0.5247, kappa: 0.0495, kb_relative_information_score: 38.5887, mean_absolute_error: 0.4868, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5248, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9737, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9965, scimark_benchmark: 1855.9532, usercpu_time_millis: 81.542, usercpu_time_millis_testing: 1.069, usercpu_time_millis_training: 80.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.595, f_measure: 0.5677, kappa: 0.1353, kb_relative_information_score: 71.1009, mean_absolute_error: 0.4757, 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: 0.9513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9961, scimark_benchmark: 1869.1727, usercpu_time_millis: 67.763, usercpu_time_millis_testing: 0.633, usercpu_time_millis_training: 67.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6123, f_measure: 0.5787, kappa: 0.1584, kb_relative_information_score: 66.9971, mean_absolute_error: 0.4776, 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: 0.9553, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4895, root_relative_squared_error: 0.979, scimark_benchmark: 1866.6776, usercpu_time_millis: 53.512, usercpu_time_millis_testing: 0.85, usercpu_time_millis_training: 52.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.5708, kappa: 0.1419, kb_relative_information_score: 77.6356, mean_absolute_error: 0.4736, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5711, predictive_accuracy: 0.571, prior_entropy: 1, recall: 0.571, relative_absolute_error: 0.9473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9908, scimark_benchmark: 1872.4216, usercpu_time_millis: 49.193, usercpu_time_millis_testing: 1.878, usercpu_time_millis_training: 47.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5681, f_measure: 0.5449, kappa: 0.0908, kb_relative_information_score: 27.343, mean_absolute_error: 0.4913, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5456, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.9825, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1867.6581, usercpu_time_millis: 76.454, usercpu_time_millis_testing: 0.726, usercpu_time_millis_training: 75.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5918, f_measure: 0.5569, kappa: 0.1139, kb_relative_information_score: 59.9191, mean_absolute_error: 0.4797, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.557, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.9594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9896, scimark_benchmark: 1871.5019, usercpu_time_millis: 94.425, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 93.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5807, f_measure: 0.556, kappa: 0.1122, kb_relative_information_score: 53.4806, mean_absolute_error: 0.4819, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5562, predictive_accuracy: 0.5561, prior_entropy: 1, recall: 0.5561, relative_absolute_error: 0.9638, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1872.1673, usercpu_time_millis: 48.207, usercpu_time_millis_testing: 1.135, usercpu_time_millis_training: 47.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6298, f_measure: 0.5866, kappa: 0.1733, kb_relative_information_score: 104.0279, mean_absolute_error: 0.464, 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: 0.9281, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4902, root_relative_squared_error: 0.9805, scimark_benchmark: 1863.9124, usercpu_time_millis: 53.297, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 53.039,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5901, f_measure: 0.5579, kappa: 0.1172, kb_relative_information_score: 51.207, mean_absolute_error: 0.4829, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5589, predictive_accuracy: 0.5586, prior_entropy: 1, recall: 0.5586, relative_absolute_error: 0.9658, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4931, root_relative_squared_error: 0.9861, scimark_benchmark: 1871.8964, usercpu_time_millis: 85.06, usercpu_time_millis_testing: 0.931, usercpu_time_millis_training: 84.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6206, f_measure: 0.5978, kappa: 0.1964, kb_relative_information_score: 101.9758, mean_absolute_error: 0.4644, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5986, predictive_accuracy: 0.5982, prior_entropy: 1, recall: 0.5982, relative_absolute_error: 0.9288, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9879, scimark_benchmark: 1166.9466, usercpu_time_millis: 63.065, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 62.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6255, f_measure: 0.5865, kappa: 0.1733, kb_relative_information_score: 89.4538, mean_absolute_error: 0.4696, 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: 0.9392, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4898, root_relative_squared_error: 0.9797, scimark_benchmark: 1818.4874, usercpu_time_millis: 92.827, usercpu_time_millis_testing: 0.639, usercpu_time_millis_training: 92.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.5328, kappa: 0.066, kb_relative_information_score: 31.8433, mean_absolute_error: 0.4892, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5331, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.9784, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1871.9601, usercpu_time_millis: 61.599, usercpu_time_millis_testing: 0.893, usercpu_time_millis_training: 60.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6249, f_measure: 0.5916, kappa: 0.1832, kb_relative_information_score: 85.266, mean_absolute_error: 0.4711, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5916, predictive_accuracy: 0.5916, prior_entropy: 1, recall: 0.5916, relative_absolute_error: 0.9422, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4888, root_relative_squared_error: 0.9776, scimark_benchmark: 1872.546, usercpu_time_millis: 75.25, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 74.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5276, f_measure: 0.5237, kappa: 0.0512, kb_relative_information_score: 10.0841, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.526, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9984, scimark_benchmark: 1867.725, usercpu_time_millis: 83.979, usercpu_time_millis_testing: 0.508, usercpu_time_millis_training: 83.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5922, f_measure: 0.5643, kappa: 0.1287, kb_relative_information_score: 67.5476, mean_absolute_error: 0.477, 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: 0.954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9965, scimark_benchmark: 1868.1832, usercpu_time_millis: 121.821, usercpu_time_millis_testing: 1.923, usercpu_time_millis_training: 119.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5647, f_measure: 0.5414, kappa: 0.0858, kb_relative_information_score: 27.9747, mean_absolute_error: 0.4911, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5435, predictive_accuracy: 0.5429, prior_entropy: 1, recall: 0.5429, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1877.7992, usercpu_time_millis: 66.626, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 66.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5216, f_measure: 0.5345, kappa: 0.0693, kb_relative_information_score: 9.9587, mean_absolute_error: 0.497, 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: 0.994, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5038, root_relative_squared_error: 1.0077, scimark_benchmark: 1858.6978, usercpu_time_millis: 51.123, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 50.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6166, f_measure: 0.5847, kappa: 0.17, kb_relative_information_score: 102.4188, mean_absolute_error: 0.464, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5852, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9926, scimark_benchmark: 1861.5088, usercpu_time_millis: 44.791, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 44.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5247, f_measure: 0.5128, kappa: 0.0314, kb_relative_information_score: 11.518, mean_absolute_error: 0.4964, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5161, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9927, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9986, scimark_benchmark: 1874.977, usercpu_time_millis: 31.808, usercpu_time_millis_testing: 0.549, usercpu_time_millis_training: 31.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5288, f_measure: 0.5127, kappa: 0.0297, kb_relative_information_score: 11.5653, mean_absolute_error: 0.4964, 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: 0.9928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9983, scimark_benchmark: 1138.0185, usercpu_time_millis: 35.747, usercpu_time_millis_testing: 0.645, usercpu_time_millis_training: 35.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5401, f_measure: 0.5187, kappa: 0.0429, kb_relative_information_score: 15.8551, mean_absolute_error: 0.495, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.522, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.99, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9959, scimark_benchmark: 1874.977, usercpu_time_millis: 40.043, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 39.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5567, f_measure: 0.5322, kappa: 0.0693, kb_relative_information_score: 20.9778, mean_absolute_error: 0.4934, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5354, predictive_accuracy: 0.5347, prior_entropy: 1, recall: 0.5347, relative_absolute_error: 0.9868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9935, scimark_benchmark: 1862.0186, usercpu_time_millis: 55.458, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 55.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6127, f_measure: 0.5921, kappa: 0.1848, kb_relative_information_score: 93.5606, mean_absolute_error: 0.4675, 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: 0.935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9919, scimark_benchmark: 1869.1029, usercpu_time_millis: 44.112, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 43.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5279, f_measure: 0.5187, kappa: 0.0429, kb_relative_information_score: 11.9977, mean_absolute_error: 0.4963, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.522, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9925, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1862.1704, usercpu_time_millis: 58.199, usercpu_time_millis_testing: 0.571, usercpu_time_millis_training: 57.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5717, f_measure: 0.5422, kappa: 0.0858, kb_relative_information_score: 31.7933, mean_absolute_error: 0.4898, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5432, predictive_accuracy: 0.5429, prior_entropy: 1, recall: 0.5429, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9921, scimark_benchmark: 1867.5973, usercpu_time_millis: 81.963, usercpu_time_millis_testing: 0.935, usercpu_time_millis_training: 81.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5846, f_measure: 0.5493, kappa: 0.1023, kb_relative_information_score: 44.8215, mean_absolute_error: 0.4852, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.552, predictive_accuracy: 0.5512, prior_entropy: 1, recall: 0.5512, relative_absolute_error: 0.9704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4936, root_relative_squared_error: 0.9871, scimark_benchmark: 1869.6309, usercpu_time_millis: 49.236, usercpu_time_millis_testing: 0.704, usercpu_time_millis_training: 48.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5592, f_measure: 0.5292, kappa: 0.0611, kb_relative_information_score: 30.1179, mean_absolute_error: 0.4901, 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: 0.9802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1871.2001, usercpu_time_millis: 73.755, usercpu_time_millis_testing: 0.753, usercpu_time_millis_training: 73.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5549, f_measure: 0.5351, kappa: 0.0743, kb_relative_information_score: 19.6127, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5378, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9878, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1851.9295, usercpu_time_millis: 93.278, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 92.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5694, f_measure: 0.5516, kappa: 0.104, kb_relative_information_score: 51.6185, mean_absolute_error: 0.4822, 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: 0.9644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5037, root_relative_squared_error: 1.0075, scimark_benchmark: 1870.9768, usercpu_time_millis: 73.834, usercpu_time_millis_testing: 0.191, usercpu_time_millis_training: 73.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6016, f_measure: 0.5636, kappa: 0.1287, kb_relative_information_score: 55.3646, mean_absolute_error: 0.4817, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5648, predictive_accuracy: 0.5644, prior_entropy: 1, recall: 0.5644, relative_absolute_error: 0.9633, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4911, root_relative_squared_error: 0.9823, scimark_benchmark: 1862.9503, usercpu_time_millis: 71.149, usercpu_time_millis_testing: 0.842, usercpu_time_millis_training: 70.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5937, f_measure: 0.5625, kappa: 0.1254, kb_relative_information_score: 65.2526, mean_absolute_error: 0.4778, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5628, predictive_accuracy: 0.5627, prior_entropy: 1, recall: 0.5627, relative_absolute_error: 0.9557, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9935, scimark_benchmark: 1853.6252, usercpu_time_millis: 104.792, usercpu_time_millis_testing: 1.624, usercpu_time_millis_training: 103.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5959, f_measure: 0.5759, kappa: 0.1518, kb_relative_information_score: 65.5614, mean_absolute_error: 0.4779, 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: 0.9558, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9922, scimark_benchmark: 1845.1568, usercpu_time_millis: 115.486, usercpu_time_millis_testing: 1.476, usercpu_time_millis_training: 114.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5355, f_measure: 0.5207, kappa: 0.0479, kb_relative_information_score: 13.7865, mean_absolute_error: 0.4957, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5246, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9969, scimark_benchmark: 1861.3749, usercpu_time_millis: 98.926, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 98.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6306, f_measure: 0.5996, kappa: 0.1997, kb_relative_information_score: 106.4915, mean_absolute_error: 0.4632, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6001, predictive_accuracy: 0.5998, prior_entropy: 1, recall: 0.5998, relative_absolute_error: 0.9264, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4906, root_relative_squared_error: 0.9811, scimark_benchmark: 1870.6721, usercpu_time_millis: 89.9, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 89.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5864, f_measure: 0.5536, kappa: 0.1073, kb_relative_information_score: 56.109, mean_absolute_error: 0.481, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5536, 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: 0.4962, root_relative_squared_error: 0.9923, scimark_benchmark: 1863.8517, usercpu_time_millis: 93.297, usercpu_time_millis_testing: 0.466, usercpu_time_millis_training: 92.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5971, f_measure: 0.5751, kappa: 0.1502, kb_relative_information_score: 68.3457, mean_absolute_error: 0.4769, 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: 0.9538, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9915, scimark_benchmark: 1874.977, usercpu_time_millis: 92.694, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 92.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.594, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 67.5915, mean_absolute_error: 0.477, 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: 0.9539, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1860.2649, usercpu_time_millis: 132.926, usercpu_time_millis_testing: 0.554, usercpu_time_millis_training: 132.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6176, f_measure: 0.5842, kappa: 0.1683, kb_relative_information_score: 77.8844, mean_absolute_error: 0.4737, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5842, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4902, root_relative_squared_error: 0.9803, scimark_benchmark: 1864.8991, usercpu_time_millis: 122.203, usercpu_time_millis_testing: 1.1, usercpu_time_millis_training: 121.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5958, f_measure: 0.5652, kappa: 0.1304, kb_relative_information_score: 59.963, mean_absolute_error: 0.4798, 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: 0.9595, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4933, root_relative_squared_error: 0.9865, scimark_benchmark: 1864.9594, usercpu_time_millis: 139.816, usercpu_time_millis_testing: 1.001, usercpu_time_millis_training: 138.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6147, f_measure: 0.5878, kappa: 0.1766, kb_relative_information_score: 100.3017, mean_absolute_error: 0.4649, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5887, predictive_accuracy: 0.5883, prior_entropy: 1, recall: 0.5883, relative_absolute_error: 0.9298, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9935, scimark_benchmark: 1871.5019, usercpu_time_millis: 115.98, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 115.501,

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