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: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1864.3982, usercpu_time_millis: 0.355, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5022, f_measure: 0.4688, kappa: 0.0231, kb_relative_information_score: -0.593, mean_absolute_error: 0.5002, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.517, predictive_accuracy: 0.5116, prior_entropy: 1, recall: 0.5116, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1759.9024, usercpu_time_millis: 0.404, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1873.3476, usercpu_time_millis: 0.357, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5046, f_measure: 0.4706, kappa: 0.0264, kb_relative_information_score: -0.2925, mean_absolute_error: 0.5001, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5195, predictive_accuracy: 0.5132, prior_entropy: 1, recall: 0.5132, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0006, scimark_benchmark: 1768.0776, usercpu_time_millis: 0.412, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1873.8757, usercpu_time_millis: 0.374, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1756.5316, usercpu_time_millis: 0.397, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4942, f_measure: 0.4636, kappa: 0.0182, kb_relative_information_score: -0.8953, mean_absolute_error: 0.5003, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5137, predictive_accuracy: 0.5091, prior_entropy: 1, recall: 0.5091, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1874.977, usercpu_time_millis: 0.371, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1872.4216, usercpu_time_millis: 0.356, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5502, f_measure: 0.4955, kappa: 0.0776, kb_relative_information_score: 5.0028, mean_absolute_error: 0.4985, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.559, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.517, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1854.8557, usercpu_time_millis: 0.38, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1869.3631, usercpu_time_millis: 0.373, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1875.2009, usercpu_time_millis: 0.385, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1768.0944, usercpu_time_millis: 0.388, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1860.6133, usercpu_time_millis: 0.385, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.454, kappa: 0.005, kb_relative_information_score: -0.8109, mean_absolute_error: 0.5003, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5038, predictive_accuracy: 0.5025, prior_entropy: 1, recall: 0.5025, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1870.7963, usercpu_time_millis: 0.364, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1875.1827, usercpu_time_millis: 0.352, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.368, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1874.3338, usercpu_time_millis: 0.361, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1868.269, usercpu_time_millis: 0.376, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.845, f_measure: 0.6737, kappa: 0.3993, kb_relative_information_score: 145.8128, mean_absolute_error: 0.4478, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.793, predictive_accuracy: 0.6997, prior_entropy: 1, recall: 0.6997, relative_absolute_error: 0.8955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4622, root_relative_squared_error: 0.9245, scimark_benchmark: 1860.0853, usercpu_time_millis: 24.014, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 23.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1890.12, usercpu_time_millis: 0.355, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4899, f_measure: 0.4676, kappa: -0.0116, kb_relative_information_score: -0.8459, mean_absolute_error: 0.5003, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4928, predictive_accuracy: 0.4942, prior_entropy: 1, recall: 0.4942, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0006, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.36, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6787, f_measure: 0.5591, kappa: 0.2063, kb_relative_information_score: 28.1767, mean_absolute_error: 0.4911, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6717, predictive_accuracy: 0.6031, prior_entropy: 1, recall: 0.6031, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4923, root_relative_squared_error: 0.9846, scimark_benchmark: 1862.4298, usercpu_time_millis: 1.405, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 1.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1756.5453, usercpu_time_millis: 0.387, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1876.23, usercpu_time_millis: 0.369, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.825, f_measure: 0.6518, kappa: 0.3647, kb_relative_information_score: 115.2922, mean_absolute_error: 0.4596, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7809, predictive_accuracy: 0.6823, prior_entropy: 1, recall: 0.6823, relative_absolute_error: 0.9193, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4697, root_relative_squared_error: 0.9395, scimark_benchmark: 1863.3419, usercpu_time_millis: 15.405, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 15.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1764.9616, usercpu_time_millis: 0.375, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1760.2834, usercpu_time_millis: 0.384, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1877.6841, usercpu_time_millis: 0.359, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5717, f_measure: 0.51, kappa: 0.1139, kb_relative_information_score: 7.6949, mean_absolute_error: 0.4977, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5923, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.9954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9959, scimark_benchmark: 1748.3028, usercpu_time_millis: 0.808, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1873.3476, usercpu_time_millis: 0.362, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1877.6841, usercpu_time_millis: 0.359, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 2162.1975, usercpu_time_millis: 0.332, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1869.5507, usercpu_time_millis: 0.369, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.321,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8189, f_measure: 0.6478, kappa: 0.3581, kb_relative_information_score: 109.8172, mean_absolute_error: 0.4617, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7775, predictive_accuracy: 0.679, prior_entropy: 1, recall: 0.679, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.471, root_relative_squared_error: 0.9421, scimark_benchmark: 1871.9601, usercpu_time_millis: 13.05, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 13.001,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8241, f_measure: 0.6511, kappa: 0.363, kb_relative_information_score: 116.8974, mean_absolute_error: 0.459, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7788, predictive_accuracy: 0.6815, prior_entropy: 1, recall: 0.6815, relative_absolute_error: 0.9181, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4693, root_relative_squared_error: 0.9385, scimark_benchmark: 1877.7992, usercpu_time_millis: 13.904, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 13.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8407, f_measure: 0.6633, kappa: 0.3828, kb_relative_information_score: 138.9607, mean_absolute_error: 0.4505, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7872, predictive_accuracy: 0.6914, prior_entropy: 1, recall: 0.6914, relative_absolute_error: 0.9009, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4638, root_relative_squared_error: 0.9276, scimark_benchmark: 1872.9496, usercpu_time_millis: 12.948, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 12.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8261, f_measure: 0.65, kappa: 0.3614, kb_relative_information_score: 116.6562, mean_absolute_error: 0.4591, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7784, predictive_accuracy: 0.6807, prior_entropy: 1, recall: 0.6807, relative_absolute_error: 0.9183, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4693, root_relative_squared_error: 0.9385, scimark_benchmark: 1871.8964, usercpu_time_millis: 12.016, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 11.961,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4936, f_measure: 0.4896, kappa: -0.0149, kb_relative_information_score: -0.0753, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4924, predictive_accuracy: 0.4926, prior_entropy: 1, recall: 0.4926, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.363, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4898, f_measure: 0.4659, kappa: -0.0149, kb_relative_information_score: -0.7236, mean_absolute_error: 0.5002, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4907, predictive_accuracy: 0.4926, prior_entropy: 1, recall: 0.4926, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0005, scimark_benchmark: 1877.6841, usercpu_time_millis: 0.394, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.343,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8364, f_measure: 0.6579, kappa: 0.3746, kb_relative_information_score: 129.1912, mean_absolute_error: 0.4543, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7851, predictive_accuracy: 0.6873, prior_entropy: 1, recall: 0.6873, relative_absolute_error: 0.9086, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4662, root_relative_squared_error: 0.9324, scimark_benchmark: 1751.9503, usercpu_time_millis: 14.046, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 13.994,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5294, f_measure: 0.4869, kappa: 0.0594, kb_relative_information_score: 2.7173, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5446, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9989, scimark_benchmark: 2167.4595, usercpu_time_millis: 0.428, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.383,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.4658, kappa: 0.0182, kb_relative_information_score: -0.7445, mean_absolute_error: 0.5002, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5134, predictive_accuracy: 0.5091, prior_entropy: 1, recall: 0.5091, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1867.4205, usercpu_time_millis: 0.384, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1873.9387, usercpu_time_millis: 0.356, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4879, f_measure: 0.4815, kappa: -0.0149, kb_relative_information_score: -0.7951, mean_absolute_error: 0.5002, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4919, predictive_accuracy: 0.4926, prior_entropy: 1, recall: 0.4926, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0006, scimark_benchmark: 1876.7581, usercpu_time_millis: 0.369, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6317, f_measure: 0.5312, kappa: 0.1502, kb_relative_information_score: 21.6452, mean_absolute_error: 0.4933, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6201, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9865, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9886, scimark_benchmark: 1872.8797, usercpu_time_millis: 1.032, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1867.2358, usercpu_time_millis: 0.368, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.318,

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