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Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 145847 Supervised Classification hill-valley 92422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5336, f_measure: 0.514, kappa: 0.0281, kb_relative_information_score: 21.4438, mean_absolute_error: 0.4927, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.514, predictive_accuracy: 0.514, prior_entropy: 1, recall: 0.514, relative_absolute_error: 0.9853, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5053, root_relative_squared_error: 1.0107, scimark_benchmark: 1978.0031, usercpu_time_millis: 3.105, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 2.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5509, f_measure: 0.5301, kappa: 0.0627, kb_relative_information_score: 24.853, mean_absolute_error: 0.4919, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5317, predictive_accuracy: 0.5314, prior_entropy: 1, recall: 0.5314, relative_absolute_error: 0.9838, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9969, scimark_benchmark: 1865.1205, usercpu_time_millis: 15.127, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 14.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5565, f_measure: 0.535, kappa: 0.071, kb_relative_information_score: 30.3512, mean_absolute_error: 0.49, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5356, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9981, scimark_benchmark: 2148.6189, usercpu_time_millis: 2.387, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 2.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: -0.0009, 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: 2159.559, usercpu_time_millis: 1.566, usercpu_time_millis_testing: 0.239, usercpu_time_millis_training: 1.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.497, f_measure: 0.4934, kappa: -0.0033, kb_relative_information_score: -0.0155, 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: 1944.6848, usercpu_time_millis: 0.831, usercpu_time_millis_testing: 0.246, usercpu_time_millis_training: 0.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.522, f_measure: 0.5258, kappa: 0.0545, kb_relative_information_score: 8.293, mean_absolute_error: 0.4974, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5276, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1776.972, usercpu_time_millis: 7.736, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 7.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0147, 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: 1910.1702, usercpu_time_millis: 1.8, usercpu_time_millis_testing: 0.332, usercpu_time_millis_training: 1.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.4765, kappa: -0.005, kb_relative_information_score: -0.0202, 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: 1758.8902, usercpu_time_millis: 1.176, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 0.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5218, f_measure: 0.5263, kappa: 0.0545, kb_relative_information_score: 6.2844, mean_absolute_error: 0.4981, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5275, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9962, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1861.0453, usercpu_time_millis: 31.519, usercpu_time_millis_testing: 0.483, usercpu_time_millis_training: 31.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5472, f_measure: 0.5198, kappa: 0.0413, kb_relative_information_score: 27.3909, mean_absolute_error: 0.4909, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5208, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9817, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0005, scimark_benchmark: 1867.1999, usercpu_time_millis: 20.55, usercpu_time_millis_testing: 1.061, usercpu_time_millis_training: 19.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0393, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.499, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1865.7643, usercpu_time_millis: 0.399, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.0207, 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: 1863.6877, usercpu_time_millis: 1.146, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6079, f_measure: 0.5823, kappa: 0.165, kb_relative_information_score: 102.4169, mean_absolute_error: 0.4635, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5827, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9269, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5021, root_relative_squared_error: 1.0041, scimark_benchmark: 1810.1862, usercpu_time_millis: 434.141, usercpu_time_millis_testing: 0.983, usercpu_time_millis_training: 433.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.5814, kappa: 0.1634, kb_relative_information_score: 92.8539, mean_absolute_error: 0.4678, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5819, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9356, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9898, scimark_benchmark: 1683.3378, usercpu_time_millis: 389.307, usercpu_time_millis_testing: 1.086, usercpu_time_millis_training: 388.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5875, f_measure: 0.5585, kappa: 0.1172, kb_relative_information_score: 57.5578, mean_absolute_error: 0.4807, 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: 0.9613, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9932, scimark_benchmark: 1846.4972, usercpu_time_millis: 340.517, usercpu_time_millis_testing: 1.003, usercpu_time_millis_training: 339.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5843, f_measure: 0.5527, kappa: 0.1056, kb_relative_information_score: 56.231, mean_absolute_error: 0.4809, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5528, predictive_accuracy: 0.5528, prior_entropy: 1, recall: 0.5528, relative_absolute_error: 0.9619, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9945, scimark_benchmark: 1871.5685, usercpu_time_millis: 286.638, usercpu_time_millis_testing: 0.784, usercpu_time_millis_training: 285.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6181, f_measure: 0.5821, kappa: 0.165, kb_relative_information_score: 94.8027, mean_absolute_error: 0.4672, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5828, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9344, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4938, root_relative_squared_error: 0.9876, scimark_benchmark: 1868.839, usercpu_time_millis: 249.173, usercpu_time_millis_testing: 0.753, usercpu_time_millis_training: 248.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5946, f_measure: 0.5751, kappa: 0.1502, kb_relative_information_score: 68.6989, mean_absolute_error: 0.4766, 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: 0.9532, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9945, scimark_benchmark: 1843.9327, usercpu_time_millis: 167.705, usercpu_time_millis_testing: 1.112, usercpu_time_millis_training: 166.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5784, f_measure: 0.5483, kappa: 0.099, kb_relative_information_score: 37.1038, mean_absolute_error: 0.488, 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: 0.9761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9902, scimark_benchmark: 1852.4239, usercpu_time_millis: 152.82, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 152.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5995, f_measure: 0.5742, kappa: 0.1485, kb_relative_information_score: 103.3179, mean_absolute_error: 0.4624, 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: 0.9248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5094, root_relative_squared_error: 1.0188, scimark_benchmark: 2148.4381, usercpu_time_millis: 139.17, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 138.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6045, f_measure: 0.5809, kappa: 0.1617, kb_relative_information_score: 83.161, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5809, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9947, scimark_benchmark: 1813.3815, usercpu_time_millis: 134.643, usercpu_time_millis_testing: 1.295, usercpu_time_millis_training: 133.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6137, f_measure: 0.5815, kappa: 0.1634, kb_relative_information_score: 94.7993, mean_absolute_error: 0.467, 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: 0.934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9919, scimark_benchmark: 1845.5392, usercpu_time_millis: 118.399, usercpu_time_millis_testing: 0.822, usercpu_time_millis_training: 117.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5718, f_measure: 0.532, kappa: 0.0644, kb_relative_information_score: 45.6665, mean_absolute_error: 0.4845, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5322, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9967, scimark_benchmark: 1859.4255, usercpu_time_millis: 87.098, usercpu_time_millis_testing: 1.096, usercpu_time_millis_training: 86.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5584, f_measure: 0.5351, kappa: 0.0726, kb_relative_information_score: 29.7949, mean_absolute_error: 0.4902, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5367, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1854.4966, usercpu_time_millis: 102.884, usercpu_time_millis_testing: 0.59, usercpu_time_millis_training: 102.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6083, f_measure: 0.58, kappa: 0.1601, kb_relative_information_score: 82.9879, mean_absolute_error: 0.4716, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5801, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9911, scimark_benchmark: 1814.2134, usercpu_time_millis: 74.732, usercpu_time_millis_testing: 1.615, usercpu_time_millis_training: 73.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5775, f_measure: 0.5419, kappa: 0.0842, kb_relative_information_score: 51.5792, mean_absolute_error: 0.4824, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5421, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.9648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1850.1514, usercpu_time_millis: 61.452, usercpu_time_millis_testing: 0.604, usercpu_time_millis_training: 60.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5967, f_measure: 0.5618, kappa: 0.1238, kb_relative_information_score: 73.4548, mean_absolute_error: 0.4748, 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: 0.9496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9962, scimark_benchmark: 1857.7844, usercpu_time_millis: 58.368, usercpu_time_millis_testing: 0.883, usercpu_time_millis_training: 57.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5762, f_measure: 0.5469, kappa: 0.0941, kb_relative_information_score: 45.8489, mean_absolute_error: 0.4846, 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: 0.9692, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1807.6587, usercpu_time_millis: 41.361, usercpu_time_millis_testing: 1.004, usercpu_time_millis_training: 40.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.5783, kappa: 0.1568, kb_relative_information_score: 95.0493, mean_absolute_error: 0.4666, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5784, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0004, scimark_benchmark: 2007.7983, usercpu_time_millis: 18.151, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 17.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5855, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 55.0209, mean_absolute_error: 0.4815, 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: 0.963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1857.7844, usercpu_time_millis: 27.557, usercpu_time_millis_testing: 0.846, usercpu_time_millis_training: 26.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5355, f_measure: 0.5199, kappa: 0.0446, kb_relative_information_score: 14.6904, mean_absolute_error: 0.4954, 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: 0.9907, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9974, scimark_benchmark: 2158.3871, usercpu_time_millis: 31.867, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 31.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5658, f_measure: 0.5495, kappa: 0.099, kb_relative_information_score: 40.3914, mean_absolute_error: 0.4864, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5495, predictive_accuracy: 0.5495, prior_entropy: 1, recall: 0.5495, relative_absolute_error: 0.9729, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9989, scimark_benchmark: 1861.4992, usercpu_time_millis: 11.884, usercpu_time_millis_testing: 0.569, usercpu_time_millis_training: 11.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5591, f_measure: 0.5352, kappa: 0.071, kb_relative_information_score: 34.9034, mean_absolute_error: 0.4883, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5355, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.9765, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9986, scimark_benchmark: 1993.6613, usercpu_time_millis: 10.752, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 10.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.571, f_measure: 0.5414, kappa: 0.0842, kb_relative_information_score: 41.2874, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5423, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.9725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9957, scimark_benchmark: 1873.6898, usercpu_time_millis: 10.97, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 10.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5857, f_measure: 0.5594, kappa: 0.1188, kb_relative_information_score: 58.8017, mean_absolute_error: 0.4801, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5594, predictive_accuracy: 0.5594, prior_entropy: 1, recall: 0.5594, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1846.9511, usercpu_time_millis: 7.35, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 6.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5473, f_measure: 0.5295, kappa: 0.0611, kb_relative_information_score: 18.5307, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5308, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9963, scimark_benchmark: 1955.7976, usercpu_time_millis: 13.016, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 12.923,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5816, f_measure: 0.5585, kappa: 0.1172, kb_relative_information_score: 55.4367, mean_absolute_error: 0.4811, 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: 0.9622, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1873.9908, usercpu_time_millis: 62.792, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 62.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5273, f_measure: 0.5214, kappa: 0.0462, kb_relative_information_score: 10.4825, mean_absolute_error: 0.4968, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5234, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9983, scimark_benchmark: 1915.1471, usercpu_time_millis: 52.47, usercpu_time_millis_testing: 0.441, usercpu_time_millis_training: 52.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5733, f_measure: 0.5392, kappa: 0.0792, kb_relative_information_score: 45.2177, mean_absolute_error: 0.4848, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5397, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9696, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9953, scimark_benchmark: 1868.7112, usercpu_time_millis: 43.235, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 42.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6109, f_measure: 0.5874, kappa: 0.1749, kb_relative_information_score: 86.0502, mean_absolute_error: 0.4704, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5875, predictive_accuracy: 0.5875, prior_entropy: 1, recall: 0.5875, relative_absolute_error: 0.9409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9903, scimark_benchmark: 1861.896, usercpu_time_millis: 33.972, usercpu_time_millis_testing: 0.531, usercpu_time_millis_training: 33.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5596, f_measure: 0.5351, kappa: 0.071, kb_relative_information_score: 37.4558, mean_absolute_error: 0.4873, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5356, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.9747, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.001, scimark_benchmark: 1869.1029, usercpu_time_millis: 26.943, usercpu_time_millis_testing: 0.84, usercpu_time_millis_training: 26.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5702, f_measure: 0.5418, kappa: 0.0842, kb_relative_information_score: 40.9812, mean_absolute_error: 0.4863, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5422, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.9727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9947, scimark_benchmark: 2144.7981, usercpu_time_millis: 36.722, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 36.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.568, f_measure: 0.5528, kappa: 0.1056, kb_relative_information_score: 43.8565, mean_absolute_error: 0.4854, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5528, predictive_accuracy: 0.5528, prior_entropy: 1, recall: 0.5528, relative_absolute_error: 0.9707, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5014, root_relative_squared_error: 1.0027, scimark_benchmark: 1861.8971, usercpu_time_millis: 20.493, usercpu_time_millis_testing: 1.211, usercpu_time_millis_training: 19.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5687, f_measure: 0.5324, kappa: 0.066, kb_relative_information_score: 41.3823, mean_absolute_error: 0.4861, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5332, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.9722, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9954, scimark_benchmark: 1973.675, usercpu_time_millis: 27.145, usercpu_time_millis_testing: 0.134, usercpu_time_millis_training: 27.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5258, f_measure: 0.5257, kappa: 0.0528, kb_relative_information_score: 7.6074, mean_absolute_error: 0.4977, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5266, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1870.9768, usercpu_time_millis: 27.393, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 27.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.5435, kappa: 0.0875, kb_relative_information_score: 49.8398, mean_absolute_error: 0.4832, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5438, predictive_accuracy: 0.5437, prior_entropy: 1, recall: 0.5437, relative_absolute_error: 0.9663, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1872.9496, usercpu_time_millis: 13.228, usercpu_time_millis_testing: 0.129, usercpu_time_millis_training: 13.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.5, kb_relative_information_score: -0.0023, 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: 1.0001, scimark_benchmark: 1876.6882, usercpu_time_millis: 0.391, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.52, f_measure: 0.518, kappa: 0.038, kb_relative_information_score: 6.34, mean_absolute_error: 0.4981, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5191, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9961, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1855.5328, usercpu_time_millis: 2.056, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 1.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5365, f_measure: 0.5186, kappa: 0.0413, kb_relative_information_score: 13.2224, mean_absolute_error: 0.4959, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.521, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, 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: 1862.932, usercpu_time_millis: 3.883, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 3.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5475, f_measure: 0.5176, kappa: 0.0363, kb_relative_information_score: 28.2648, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5182, predictive_accuracy: 0.5182, prior_entropy: 1, recall: 0.5182, relative_absolute_error: 0.981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5014, root_relative_squared_error: 1.0027, scimark_benchmark: 1858.6978, usercpu_time_millis: 2.009, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 1.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.0189, 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: 1972.5702, usercpu_time_millis: 1.411, usercpu_time_millis_testing: 0.233, usercpu_time_millis_training: 1.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0127, 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: 2158.3475, usercpu_time_millis: 1.044, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0109, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4991, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1977.859, usercpu_time_millis: 0.586, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 0.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0079, 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: 1870.9768, usercpu_time_millis: 1.929, usercpu_time_millis_testing: 0.332, usercpu_time_millis_training: 1.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6103, f_measure: 0.5732, kappa: 0.1469, kb_relative_information_score: 82.6378, mean_absolute_error: 0.4717, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5736, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9435, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9888, scimark_benchmark: 1871.9601, usercpu_time_millis: 356.031, usercpu_time_millis_testing: 1.342, usercpu_time_millis_training: 354.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.599, f_measure: 0.5733, kappa: 0.1469, kb_relative_information_score: 65.7517, mean_absolute_error: 0.4779, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5736, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9557, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9893, scimark_benchmark: 1868.1832, usercpu_time_millis: 61.391, usercpu_time_millis_testing: 0.641, usercpu_time_millis_training: 60.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5659, f_measure: 0.5293, kappa: 0.0594, kb_relative_information_score: 40.9367, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5298, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9974, scimark_benchmark: 1869.9448, usercpu_time_millis: 37.608, usercpu_time_millis_testing: 0.861, usercpu_time_millis_training: 36.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.01, 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: 1871.5019, usercpu_time_millis: 1.251, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 1.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6148, f_measure: 0.5823, kappa: 0.165, kb_relative_information_score: 91.6302, mean_absolute_error: 0.4684, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5826, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9367, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9891, scimark_benchmark: 1815.5387, usercpu_time_millis: 451.218, usercpu_time_millis_testing: 1.493, usercpu_time_millis_training: 449.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.571, f_measure: 0.5335, kappa: 0.0693, kb_relative_information_score: 41.0437, mean_absolute_error: 0.4863, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.535, predictive_accuracy: 0.5347, prior_entropy: 1, recall: 0.5347, relative_absolute_error: 0.9726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1845.5913, usercpu_time_millis: 36.768, usercpu_time_millis_testing: 0.122, usercpu_time_millis_training: 36.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5451, f_measure: 0.5204, kappa: 0.0413, kb_relative_information_score: 28.3987, mean_absolute_error: 0.4904, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5207, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9808, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5029, root_relative_squared_error: 1.0058, scimark_benchmark: 1827.0167, usercpu_time_millis: 12.282, usercpu_time_millis_testing: 0.817, usercpu_time_millis_training: 11.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6152, f_measure: 0.5832, kappa: 0.1667, kb_relative_information_score: 96.4433, mean_absolute_error: 0.4664, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5835, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9908, scimark_benchmark: 1907.7866, usercpu_time_millis: 346.337, usercpu_time_millis_testing: 0.93, usercpu_time_millis_training: 345.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.617, f_measure: 0.5823, kappa: 0.165, kb_relative_information_score: 94.8793, mean_absolute_error: 0.4672, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5827, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9884, scimark_benchmark: 1857.1202, usercpu_time_millis: 95.037, usercpu_time_millis_testing: 0.947, usercpu_time_millis_training: 94.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5975, f_measure: 0.5825, kappa: 0.165, kb_relative_information_score: 86.5684, mean_absolute_error: 0.4698, 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: 0.9395, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5025, root_relative_squared_error: 1.0051, scimark_benchmark: 1989.2854, usercpu_time_millis: 211.901, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 211.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6016, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 78.1777, mean_absolute_error: 0.4732, 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: 0.9463, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9943, scimark_benchmark: 1864.9371, usercpu_time_millis: 292.503, usercpu_time_millis_testing: 1.125, usercpu_time_millis_training: 291.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.521, f_measure: 0.5079, kappa: 0.0198, kb_relative_information_score: 10.264, mean_absolute_error: 0.4967, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5101, predictive_accuracy: 0.5099, prior_entropy: 1, recall: 0.5099, relative_absolute_error: 0.9934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9995, scimark_benchmark: 1932.4954, usercpu_time_millis: 36.773, usercpu_time_millis_testing: 0.404, usercpu_time_millis_training: 36.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.607, f_measure: 0.5717, kappa: 0.1436, kb_relative_information_score: 75.9279, mean_absolute_error: 0.4742, 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: 0.9484, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.494, root_relative_squared_error: 0.988, scimark_benchmark: 2076.3269, usercpu_time_millis: 21.344, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 21.183,

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