OpenML
Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 9970 Supervised Classification hill-valley 88527 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_50 study_7
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4727, f_measure: 0.4736, kappa: -0.0363, kb_relative_information_score: -5.7067, mean_absolute_error: 0.5017, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4806, predictive_accuracy: 0.4818, prior_entropy: 1, recall: 0.4818, relative_absolute_error: 1.0034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5029, root_relative_squared_error: 1.0058, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.559, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.488,
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: 1866.1679, usercpu_time_millis: 0.561, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.492,
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: 0.627, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 0.545,
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: 1878.7854, usercpu_time_millis: 0.64, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 0.559,
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: 1877.6143, usercpu_time_millis: 0.64, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 0.559,
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: 1867.725, usercpu_time_millis: 0.66, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 0.579,
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: 1874.5188, usercpu_time_millis: 0.639, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.559,
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: 1876.7581, usercpu_time_millis: 0.678, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 0.596,
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: 1878.1423, usercpu_time_millis: 0.641, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.561,
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: 1871.3226, usercpu_time_millis: 0.655, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 0.573,
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: 1867.0876, usercpu_time_millis: 0.641, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 0.56,
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: 1837.9648, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 0.628,
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: 1876.6882, usercpu_time_millis: 0.566, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.496,
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: 1872.8797, usercpu_time_millis: 0.557, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.488,
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: 1878.1423, usercpu_time_millis: 0.576, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.504,
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: 1877.7472, usercpu_time_millis: 0.576, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.506,
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: 1875.0097, usercpu_time_millis: 0.588, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 0.515,
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: 0.585, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.514,
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: 1878.2574, usercpu_time_millis: 0.584, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 0.51,
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: 0.586, 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: 0.497, kappa: 0.0231, kb_relative_information_score: 5.977, mean_absolute_error: 0.498, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5131, predictive_accuracy: 0.5116, prior_entropy: 1, recall: 0.5116, relative_absolute_error: 0.996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5058, root_relative_squared_error: 1.0115, scimark_benchmark: 1878.3273, usercpu_time_millis: 0.725, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 0.646,
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: 1888.8353, usercpu_time_millis: 0.571, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.499,
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: 1876.7581, usercpu_time_millis: 0.556, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.487,
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: 1891.3305, usercpu_time_millis: 0.57, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.5,
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: 1875.375, usercpu_time_millis: 0.612, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 0.537,
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: 1878.8582, usercpu_time_millis: 0.634, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 0.556,
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: 0.641, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 0.562,
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: 1878.1423, usercpu_time_millis: 0.675, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.595,
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: 0.647, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.567,
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: 1895.7606, usercpu_time_millis: 0.575, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 0.502,
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: 1875.903, usercpu_time_millis: 0.685, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 0.603,
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: 1877.289, usercpu_time_millis: 0.666, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.586,
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: 1873.4078, usercpu_time_millis: 0.767, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 0.684,
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: 1922.8834, usercpu_time_millis: 0.545, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.479,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, f_measure: 0.7236, kappa: 0.4719, kb_relative_information_score: 312.3032, mean_absolute_error: 0.3786, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7872, predictive_accuracy: 0.736, prior_entropy: 1, recall: 0.736, relative_absolute_error: 0.7573, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4326, root_relative_squared_error: 0.8653, scimark_benchmark: 1875.3104, usercpu_time_millis: 26.691, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 26.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6293, f_measure: 0.5418, kappa: 0.1799, kb_relative_information_score: 14.9641, mean_absolute_error: 0.4954, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6552, predictive_accuracy: 0.5899, prior_entropy: 1, recall: 0.5899, relative_absolute_error: 0.9909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9919, scimark_benchmark: 1877.7992, usercpu_time_millis: 25.109, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 25.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8624, f_measure: 0.6974, kappa: 0.4373, kb_relative_information_score: 188.5692, mean_absolute_error: 0.4305, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.8039, predictive_accuracy: 0.7186, prior_entropy: 1, recall: 0.7186, relative_absolute_error: 0.861, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4529, root_relative_squared_error: 0.9058, scimark_benchmark: 1882.6987, usercpu_time_millis: 20.505, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 20.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.7175, kappa: 0.4703, kb_relative_information_score: 250.025, mean_absolute_error: 0.4054, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.8135, predictive_accuracy: 0.7351, prior_entropy: 1, recall: 0.7351, relative_absolute_error: 0.8109, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4388, root_relative_squared_error: 0.8776, scimark_benchmark: 1872.4881, usercpu_time_millis: 25.053, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 25.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5342, f_measure: 0.5054, kappa: 0.0116, kb_relative_information_score: 0.4364, mean_absolute_error: 0.4999, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5058, predictive_accuracy: 0.5058, prior_entropy: 1, recall: 0.5058, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9998, scimark_benchmark: 1869.1727, usercpu_time_millis: 0.435, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5128, f_measure: 0.5116, kappa: 0.0347, kb_relative_information_score: 7.6794, mean_absolute_error: 0.4977, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5182, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9993, scimark_benchmark: 1873.4078, usercpu_time_millis: 17.35, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 17.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.612, f_measure: 0.5792, kappa: 0.1584, kb_relative_information_score: 87.4359, mean_absolute_error: 0.4694, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5792, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.9388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4911, root_relative_squared_error: 0.9821, scimark_benchmark: 1743.9998, usercpu_time_millis: 13.282, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 13.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.25, 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: 1872.4216, usercpu_time_millis: 22.79, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 22.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6698, f_measure: 0.5532, kappa: 0.2046, kb_relative_information_score: 21.8148, mean_absolute_error: 0.4933, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6827, predictive_accuracy: 0.6023, prior_entropy: 1, recall: 0.6023, relative_absolute_error: 0.9865, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.494, root_relative_squared_error: 0.9881, scimark_benchmark: 1845.4779, usercpu_time_millis: 28.233, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 28.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7741, f_measure: 0.6762, kappa: 0.3795, kb_relative_information_score: 217.6267, mean_absolute_error: 0.4163, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7279, predictive_accuracy: 0.6898, prior_entropy: 1, recall: 0.6898, relative_absolute_error: 0.8326, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4633, root_relative_squared_error: 0.9266, scimark_benchmark: 1844.4695, usercpu_time_millis: 19.148, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 19.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.25, 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: 1878.3273, usercpu_time_millis: 11.01, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 10.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.647, f_measure: 0.5474, kappa: 0.1914, kb_relative_information_score: 17.479, mean_absolute_error: 0.4946, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.667, predictive_accuracy: 0.5957, prior_entropy: 1, recall: 0.5957, relative_absolute_error: 0.9893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9905, scimark_benchmark: 1871.4788, usercpu_time_millis: 20.774, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 20.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.25, 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: 1839.6818, usercpu_time_millis: 23.498, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 23.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6016, f_measure: 0.5268, kappa: 0.1502, kb_relative_information_score: 11.4121, mean_absolute_error: 0.4965, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6268, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9931, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9939, scimark_benchmark: 1872.4881, usercpu_time_millis: 18.499, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 18.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.25, 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: 1877.2162, usercpu_time_millis: 20.887, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 20.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5568, f_measure: 0.5083, kappa: 0.1023, kb_relative_information_score: 6.3698, mean_absolute_error: 0.4981, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5786, predictive_accuracy: 0.5512, prior_entropy: 1, recall: 0.5512, relative_absolute_error: 0.9962, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9967, scimark_benchmark: 1873.4805, usercpu_time_millis: 1.528, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 1.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6975, f_measure: 0.5663, kappa: 0.2294, kb_relative_information_score: 28.9308, mean_absolute_error: 0.491, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7073, predictive_accuracy: 0.6147, prior_entropy: 1, recall: 0.6147, relative_absolute_error: 0.9819, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4921, root_relative_squared_error: 0.9842, scimark_benchmark: 1876.7581, usercpu_time_millis: 11.656, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 11.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.5915, kappa: 0.1832, kb_relative_information_score: 196.9719, mean_absolute_error: 0.422, 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: 0.8439, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.53, root_relative_squared_error: 1.06, scimark_benchmark: 1874.3338, usercpu_time_millis: 24.945, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 24.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6456, f_measure: 0.5748, kappa: 0.1782, kb_relative_information_score: 40.9957, mean_absolute_error: 0.4861, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6029, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.9723, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4934, root_relative_squared_error: 0.9868, scimark_benchmark: 1871.9601, usercpu_time_millis: 1.85, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 1.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8512, f_measure: 0.7013, kappa: 0.4422, kb_relative_information_score: 190.8993, mean_absolute_error: 0.4294, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.8009, predictive_accuracy: 0.7211, prior_entropy: 1, recall: 0.7211, relative_absolute_error: 0.8587, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4531, root_relative_squared_error: 0.9063, scimark_benchmark: 1762.1986, usercpu_time_millis: 11.672, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 11.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8232, f_measure: 0.6565, kappa: 0.3713, kb_relative_information_score: 127.1838, mean_absolute_error: 0.4549, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.781, predictive_accuracy: 0.6856, prior_entropy: 1, recall: 0.6856, relative_absolute_error: 0.9099, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4671, root_relative_squared_error: 0.9343, scimark_benchmark: 1872.4881, usercpu_time_millis: 29.013, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 28.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8732, f_measure: 0.7046, kappa: 0.4488, kb_relative_information_score: 211.5883, mean_absolute_error: 0.4212, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.8068, predictive_accuracy: 0.7244, prior_entropy: 1, recall: 0.7244, relative_absolute_error: 0.8423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4476, root_relative_squared_error: 0.8951, scimark_benchmark: 1872.4881, usercpu_time_millis: 27.846, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 27.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6816, f_measure: 0.6359, kappa: 0.2723, kb_relative_information_score: 287.4377, mean_absolute_error: 0.3855, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6365, predictive_accuracy: 0.6361, prior_entropy: 1, recall: 0.6361, relative_absolute_error: 0.771, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5242, root_relative_squared_error: 1.0484, scimark_benchmark: 1872.9496, usercpu_time_millis: 27.909, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 27.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6557, f_measure: 0.5523, kappa: 0.1997, kb_relative_information_score: 18.784, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6736, predictive_accuracy: 0.5998, prior_entropy: 1, recall: 0.5998, relative_absolute_error: 0.9885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9898, scimark_benchmark: 1870.2804, usercpu_time_millis: 8.321, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 8.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5139, f_measure: 0.5042, kappa: 0.0099, kb_relative_information_score: 12.7952, mean_absolute_error: 0.4958, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.505, predictive_accuracy: 0.505, prior_entropy: 1, recall: 0.505, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, scimark_benchmark: 1873.4078, usercpu_time_millis: 29.652, usercpu_time_millis_testing: 0.131, usercpu_time_millis_training: 29.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7559, f_measure: 0.6608, kappa: 0.3432, kb_relative_information_score: 177.5694, mean_absolute_error: 0.4325, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6966, predictive_accuracy: 0.6716, prior_entropy: 1, recall: 0.6716, relative_absolute_error: 0.8651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4679, root_relative_squared_error: 0.9358, scimark_benchmark: 1872.8797, usercpu_time_millis: 11.325, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 11.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5326, f_measure: 0.4971, kappa: 0.0495, kb_relative_information_score: 2.4747, mean_absolute_error: 0.4993, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5317, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9985, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1873.5293, usercpu_time_millis: 1.389, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 1.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6903, f_measure: 0.5588, kappa: 0.2162, kb_relative_information_score: 27.0328, mean_absolute_error: 0.4916, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6953, predictive_accuracy: 0.6081, prior_entropy: 1, recall: 0.6081, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4926, root_relative_squared_error: 0.9852, scimark_benchmark: 1758.8259, usercpu_time_millis: 18.287, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 18.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7652, f_measure: 0.6118, kappa: 0.302, kb_relative_information_score: 62.0234, mean_absolute_error: 0.4794, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7532, predictive_accuracy: 0.651, prior_entropy: 1, recall: 0.651, relative_absolute_error: 0.9589, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4834, root_relative_squared_error: 0.9668, scimark_benchmark: 1853.444, usercpu_time_millis: 27.182, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 27.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7061, f_measure: 0.579, kappa: 0.2492, kb_relative_information_score: 31.2011, mean_absolute_error: 0.4902, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.7199, predictive_accuracy: 0.6246, prior_entropy: 1, recall: 0.6246, relative_absolute_error: 0.9805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4915, root_relative_squared_error: 0.983, scimark_benchmark: 1879.6789, usercpu_time_millis: 5.03, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 5.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.7363, kappa: 0.5017, kb_relative_information_score: 280.2289, mean_absolute_error: 0.393, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.8214, predictive_accuracy: 0.7508, prior_entropy: 1, recall: 0.7508, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.8638, scimark_benchmark: 1733.299, usercpu_time_millis: 33.133, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 33.117,

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