OpenML
Supervised Classification on sylva_agnostic

Supervised Classification on sylva_agnostic

Task 3889 Supervised Classification sylva_agnostic 60368 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 under100k
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9938, kappa: 0.9464, kb_relative_information_score: 12644.3794, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9938, predictive_accuracy: 0.9937, prior_entropy: 0.3338, recall: 0.9937, relative_absolute_error: 0.0988, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0702, root_relative_squared_error: 0.292, scimark_benchmark: 1820.9266, usercpu_time_millis: 2082.707, usercpu_time_millis_testing: 3.893, usercpu_time_millis_training: 2078.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9938, kappa: 0.9466, kb_relative_information_score: 12634.0882, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9938, predictive_accuracy: 0.9937, prior_entropy: 0.3338, recall: 0.9937, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0691, root_relative_squared_error: 0.2873, scimark_benchmark: 1847.0725, usercpu_time_millis: 1634.22, usercpu_time_millis_testing: 4.181, usercpu_time_millis_training: 1630.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9938, kappa: 0.9463, kb_relative_information_score: 12703.1716, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9938, predictive_accuracy: 0.9937, prior_entropy: 0.3338, recall: 0.9937, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.2938, scimark_benchmark: 1828.2771, usercpu_time_millis: 813.379, usercpu_time_millis_testing: 1.849, usercpu_time_millis_training: 811.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9808, kappa: 0.824, kb_relative_information_score: 4505.5569, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9815, predictive_accuracy: 0.9819, prior_entropy: 0.3338, recall: 0.9819, relative_absolute_error: 0.4132, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.5373, scimark_benchmark: 1851.8567, usercpu_time_millis: 658.639, usercpu_time_millis_testing: 3.292, usercpu_time_millis_training: 655.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9944, kappa: 0.9517, kb_relative_information_score: 12551.5708, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 0.3338, recall: 0.9944, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0676, root_relative_squared_error: 0.2814, scimark_benchmark: 1739.4648, usercpu_time_millis: 557.305, usercpu_time_millis_testing: 2.746, usercpu_time_millis_training: 554.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9932, kappa: 0.9415, kb_relative_information_score: 12204.3752, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9932, predictive_accuracy: 0.9933, prior_entropy: 0.3338, recall: 0.9933, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0737, root_relative_squared_error: 0.3065, scimark_benchmark: 1741.3825, usercpu_time_millis: 440.843, usercpu_time_millis_testing: 1.481, usercpu_time_millis_training: 439.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.983, kappa: 0.8486, kb_relative_information_score: 8711.3402, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.983, predictive_accuracy: 0.9835, prior_entropy: 0.3338, recall: 0.9835, relative_absolute_error: 0.2721, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.113, root_relative_squared_error: 0.4703, scimark_benchmark: 1739.4648, usercpu_time_millis: 393.159, usercpu_time_millis_testing: 0.881, usercpu_time_millis_training: 392.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9941, kappa: 0.9491, kb_relative_information_score: 12180.0587, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.3338, recall: 0.9941, relative_absolute_error: 0.1335, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0713, root_relative_squared_error: 0.2966, scimark_benchmark: 1853.9121, usercpu_time_millis: 373.675, usercpu_time_millis_testing: 2.382, usercpu_time_millis_training: 371.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9903, kappa: 0.9146, kb_relative_information_score: 8950.6231, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9903, predictive_accuracy: 0.9905, prior_entropy: 0.3338, recall: 0.9905, relative_absolute_error: 0.2584, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.401, scimark_benchmark: 1741.2779, usercpu_time_millis: 245.343, usercpu_time_millis_testing: 3.384, usercpu_time_millis_training: 241.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9926, kappa: 0.9351, kb_relative_information_score: 10982.9656, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9925, predictive_accuracy: 0.9926, prior_entropy: 0.3338, recall: 0.9926, relative_absolute_error: 0.1933, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0815, root_relative_squared_error: 0.339, scimark_benchmark: 1850.9434, usercpu_time_millis: 228.209, usercpu_time_millis_testing: 5.055, usercpu_time_millis_training: 223.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9889, kappa: 0.9015, kb_relative_information_score: 8091.8563, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9891, predictive_accuracy: 0.9892, prior_entropy: 0.3338, recall: 0.9892, relative_absolute_error: 0.3297, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.4333, scimark_benchmark: 1835.1963, usercpu_time_millis: 207.961, usercpu_time_millis_testing: 7.822, usercpu_time_millis_training: 200.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9718, kappa: 0.7331, kb_relative_information_score: 1384.9716, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9746, predictive_accuracy: 0.9746, prior_entropy: 0.3338, recall: 0.9746, relative_absolute_error: 0.5545, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.6752, scimark_benchmark: 1830.9008, usercpu_time_millis: 153.321, usercpu_time_millis_testing: 1.675, usercpu_time_millis_training: 151.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9866, kappa: 0.8799, kb_relative_information_score: 7402.1444, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9867, predictive_accuracy: 0.987, prior_entropy: 0.3338, recall: 0.987, relative_absolute_error: 0.298, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1079, root_relative_squared_error: 0.4488, scimark_benchmark: 1848.388, usercpu_time_millis: 149.527, usercpu_time_millis_testing: 0.852, usercpu_time_millis_training: 148.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.994, kappa: 0.9484, kb_relative_information_score: 11967.6777, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.994, predictive_accuracy: 0.994, prior_entropy: 0.3338, recall: 0.994, relative_absolute_error: 0.1442, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0737, root_relative_squared_error: 0.3065, scimark_benchmark: 1831.4174, usercpu_time_millis: 56.226, usercpu_time_millis_testing: 0.626, usercpu_time_millis_training: 55.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9937, kappa: 0.9451, kb_relative_information_score: 11447.9113, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9937, predictive_accuracy: 0.9937, prior_entropy: 0.3338, recall: 0.9937, relative_absolute_error: 0.1641, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.3169, scimark_benchmark: 1758.6692, usercpu_time_millis: 40.392, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 39.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.9087, kb_relative_information_score: -1.3055, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1846.1643, usercpu_time_millis: 17.751, usercpu_time_millis_testing: 2.553, usercpu_time_millis_training: 15.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9936, kappa: 0.9444, kb_relative_information_score: 12450.1581, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9936, predictive_accuracy: 0.9935, prior_entropy: 0.3338, recall: 0.9935, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0711, root_relative_squared_error: 0.296, scimark_benchmark: 1826.3384, usercpu_time_millis: 1284.993, usercpu_time_millis_testing: 4.547, usercpu_time_millis_training: 1280.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9933, kappa: 0.9426, kb_relative_information_score: 12257.7305, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9934, predictive_accuracy: 0.9933, prior_entropy: 0.3338, recall: 0.9933, relative_absolute_error: 0.1183, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.3034, scimark_benchmark: 1849.3742, usercpu_time_millis: 1270.914, usercpu_time_millis_testing: 4.42, usercpu_time_millis_training: 1266.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9932, kappa: 0.9413, kb_relative_information_score: 12117.3495, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9932, predictive_accuracy: 0.9933, prior_entropy: 0.3338, recall: 0.9933, relative_absolute_error: 0.1313, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.3111, scimark_benchmark: 1747.1972, usercpu_time_millis: 1029.891, usercpu_time_millis_testing: 5, usercpu_time_millis_training: 1024.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9745, kappa: 0.7608, kb_relative_information_score: 1520.8177, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9766, predictive_accuracy: 0.9767, prior_entropy: 0.3338, recall: 0.9767, relative_absolute_error: 0.5534, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.6924, scimark_benchmark: 1848.388, usercpu_time_millis: 700.991, usercpu_time_millis_testing: 1.653, usercpu_time_millis_training: 699.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9932, kappa: 0.9415, kb_relative_information_score: 11928.8416, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9932, predictive_accuracy: 0.9933, prior_entropy: 0.3338, recall: 0.9933, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.3159, scimark_benchmark: 1750.9246, usercpu_time_millis: 609.011, usercpu_time_millis_testing: 3.117, usercpu_time_millis_training: 605.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9751, kappa: 0.7671, kb_relative_information_score: 3115.2468, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9772, predictive_accuracy: 0.9773, prior_entropy: 0.3338, recall: 0.9773, relative_absolute_error: 0.4944, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1442, root_relative_squared_error: 0.5999, scimark_benchmark: 1797.3331, usercpu_time_millis: 362.417, usercpu_time_millis_testing: 3.498, usercpu_time_millis_training: 358.919,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9865, kappa: 0.879, kb_relative_information_score: 7411.1668, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9869, predictive_accuracy: 0.9871, prior_entropy: 0.3338, recall: 0.9871, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.4627, scimark_benchmark: 1821.9404, usercpu_time_millis: 249.101, usercpu_time_millis_testing: 10.048, usercpu_time_millis_training: 239.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9891, kappa: 0.903, kb_relative_information_score: 7255.7852, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9892, predictive_accuracy: 0.9894, prior_entropy: 0.3338, recall: 0.9894, relative_absolute_error: 0.33, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.4449, scimark_benchmark: 1769.5361, usercpu_time_millis: 202.115, usercpu_time_millis_testing: 2.916, usercpu_time_millis_training: 199.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9688, kappa: 0.7017, kb_relative_information_score: 1195.1562, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9723, predictive_accuracy: 0.9723, prior_entropy: 0.3338, recall: 0.9723, relative_absolute_error: 0.5597, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1646, root_relative_squared_error: 0.685, scimark_benchmark: 1748.955, usercpu_time_millis: 173.12, usercpu_time_millis_testing: 1.086, usercpu_time_millis_training: 172.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9609, kappa: 0.6168, kb_relative_information_score: 1641.6169, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9668, predictive_accuracy: 0.9665, prior_entropy: 0.3338, recall: 0.9665, relative_absolute_error: 0.5646, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.6649, scimark_benchmark: 1828.616, usercpu_time_millis: 163.921, usercpu_time_millis_testing: 2.636, usercpu_time_millis_training: 161.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9655, kappa: 0.6666, kb_relative_information_score: 1608.2705, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9701, predictive_accuracy: 0.9699, prior_entropy: 0.3338, recall: 0.9699, relative_absolute_error: 0.5574, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.6662, scimark_benchmark: 1822.0057, usercpu_time_millis: 145.27, usercpu_time_millis_testing: 2.125, usercpu_time_millis_training: 143.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9087, kb_relative_information_score: 1111.4493, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.7339, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.7665, scimark_benchmark: 1866.0189, usercpu_time_millis: 70.99, usercpu_time_millis_testing: 4.048, usercpu_time_millis_training: 66.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9929, kappa: 0.9384, kb_relative_information_score: 10968.7366, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9929, predictive_accuracy: 0.993, prior_entropy: 0.3338, recall: 0.993, relative_absolute_error: 0.1916, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0807, root_relative_squared_error: 0.3359, scimark_benchmark: 1750.0592, usercpu_time_millis: 63.83, usercpu_time_millis_testing: 1.007, usercpu_time_millis_training: 62.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9933, kappa: 0.942, kb_relative_information_score: 11504.343, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.3338, recall: 0.9933, relative_absolute_error: 0.1649, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0768, root_relative_squared_error: 0.3196, scimark_benchmark: 1750.5238, usercpu_time_millis: 62.503, usercpu_time_millis_testing: 0.639, usercpu_time_millis_training: 61.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.987, kappa: 0.8833, kb_relative_information_score: 6502.7568, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9872, predictive_accuracy: 0.9874, prior_entropy: 0.3338, recall: 0.9874, relative_absolute_error: 0.371, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.4756, scimark_benchmark: 1749.9068, usercpu_time_millis: 15.26, usercpu_time_millis_testing: 0.438, usercpu_time_millis_training: 14.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.9087, kb_relative_information_score: -8.7235, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1635.5087, usercpu_time_millis: 20.459, usercpu_time_millis_testing: 2.767, usercpu_time_millis_training: 17.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.9087, kb_relative_information_score: 4.7904, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1745.1335, usercpu_time_millis: 8.985, usercpu_time_millis_testing: 1.336, usercpu_time_millis_training: 7.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9905, kappa: 0.9176, kb_relative_information_score: 10605.3931, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9905, predictive_accuracy: 0.9906, prior_entropy: 0.3338, recall: 0.9906, relative_absolute_error: 0.1785, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.372, scimark_benchmark: 1843.3605, usercpu_time_millis: 7.675, usercpu_time_millis_testing: 0.215, usercpu_time_millis_training: 7.46,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9751, kappa: 0.7677, kb_relative_information_score: 3141.6546, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.977, predictive_accuracy: 0.9772, prior_entropy: 0.3338, recall: 0.9772, relative_absolute_error: 0.4824, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.143, root_relative_squared_error: 0.595, scimark_benchmark: 1369.8672, usercpu_time_millis: 445.145, usercpu_time_millis_testing: 3.479, usercpu_time_millis_training: 441.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9934, kappa: 0.9431, kb_relative_information_score: 12163.4969, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9934, predictive_accuracy: 0.9934, prior_entropy: 0.3338, recall: 0.9934, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0734, root_relative_squared_error: 0.3052, scimark_benchmark: 1363.5668, usercpu_time_millis: 869.593, usercpu_time_millis_testing: 2.811, usercpu_time_millis_training: 866.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9792, kappa: 0.8073, kb_relative_information_score: 4428.429, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9805, predictive_accuracy: 0.9806, prior_entropy: 0.3338, recall: 0.9806, relative_absolute_error: 0.4577, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1323, root_relative_squared_error: 0.5504, scimark_benchmark: 1365.9688, usercpu_time_millis: 231.807, usercpu_time_millis_testing: 3.954, usercpu_time_millis_training: 227.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9087, kb_relative_information_score: -66.0871, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1365.1938, usercpu_time_millis: 2.902, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 2.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9939, kappa: 0.9473, kb_relative_information_score: 12232.1726, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9939, predictive_accuracy: 0.9939, prior_entropy: 0.3338, recall: 0.9939, relative_absolute_error: 0.1286, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.072, root_relative_squared_error: 0.2996, scimark_benchmark: 1369.3644, usercpu_time_millis: 1165.501, usercpu_time_millis_testing: 5.639, usercpu_time_millis_training: 1159.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.977, kappa: 0.786, kb_relative_information_score: 1572.8136, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9785, predictive_accuracy: 0.9787, prior_entropy: 0.3338, recall: 0.9787, relative_absolute_error: 0.5567, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.7069, scimark_benchmark: 1369.1433, usercpu_time_millis: 1385.716, usercpu_time_millis_testing: 2.923, usercpu_time_millis_training: 1382.793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9908, kappa: 0.9194, kb_relative_information_score: 9279.7589, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9908, predictive_accuracy: 0.991, prior_entropy: 0.3338, recall: 0.991, relative_absolute_error: 0.2397, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.3874, scimark_benchmark: 1370.6427, usercpu_time_millis: 425.938, usercpu_time_millis_testing: 2.204, usercpu_time_millis_training: 423.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.994, kappa: 0.9481, kb_relative_information_score: 12515.5202, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.994, predictive_accuracy: 0.994, prior_entropy: 0.3338, recall: 0.994, relative_absolute_error: 0.1112, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0694, root_relative_squared_error: 0.2886, scimark_benchmark: 1364.8699, usercpu_time_millis: 793.487, usercpu_time_millis_testing: 2.359, usercpu_time_millis_training: 791.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9868, kappa: 0.8812, kb_relative_information_score: 6728.793, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9871, predictive_accuracy: 0.9873, prior_entropy: 0.3338, recall: 0.9873, relative_absolute_error: 0.3809, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1139, root_relative_squared_error: 0.4738, scimark_benchmark: 1368.0095, usercpu_time_millis: 308.616, usercpu_time_millis_testing: 6.778, usercpu_time_millis_training: 301.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9912, kappa: 0.9233, kb_relative_information_score: 10290.8358, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9912, predictive_accuracy: 0.9913, prior_entropy: 0.3338, recall: 0.9913, relative_absolute_error: 0.2034, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.3645, scimark_benchmark: 1360.084, usercpu_time_millis: 1508.899, usercpu_time_millis_testing: 5.642, usercpu_time_millis_training: 1503.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9677, kappa: 0.69, kb_relative_information_score: 1879.7602, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9717, predictive_accuracy: 0.9715, prior_entropy: 0.3338, recall: 0.9715, relative_absolute_error: 0.5546, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.6569, scimark_benchmark: 1369.5355, usercpu_time_millis: 135.157, usercpu_time_millis_testing: 4.275, usercpu_time_millis_training: 130.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.9087, kb_relative_information_score: -13.9219, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1361.9981, usercpu_time_millis: 10.865, usercpu_time_millis_testing: 2.505, usercpu_time_millis_training: 8.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9915, kappa: 0.9256, kb_relative_information_score: 9155.8855, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9915, predictive_accuracy: 0.9917, prior_entropy: 0.3338, recall: 0.9917, relative_absolute_error: 0.2814, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.3907, scimark_benchmark: 1360.3585, usercpu_time_millis: 415.825, usercpu_time_millis_testing: 9.942, usercpu_time_millis_training: 405.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9927, kappa: 0.936, kb_relative_information_score: 11439.552, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9926, predictive_accuracy: 0.9927, prior_entropy: 0.3338, recall: 0.9927, relative_absolute_error: 0.169, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0796, root_relative_squared_error: 0.331, scimark_benchmark: 1365.409, usercpu_time_millis: 80.65, usercpu_time_millis_testing: 0.786, usercpu_time_millis_training: 79.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9615, kappa: 0.6231, kb_relative_information_score: 1213.6642, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9673, predictive_accuracy: 0.9669, prior_entropy: 0.3338, recall: 0.9669, relative_absolute_error: 0.5683, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.6805, scimark_benchmark: 1367.06, usercpu_time_millis: 509.018, usercpu_time_millis_testing: 4.621, usercpu_time_millis_training: 504.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9328, kappa: 0.2943, kb_relative_information_score: 1784.6424, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9508, predictive_accuracy: 0.9494, prior_entropy: 0.3338, recall: 0.9494, relative_absolute_error: 0.6027, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.6745, scimark_benchmark: 1369.5214, usercpu_time_millis: 111.397, usercpu_time_millis_testing: 3.481, usercpu_time_millis_training: 107.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.9087, kb_relative_information_score: 2.5828, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1367.7069, usercpu_time_millis: 4.455, usercpu_time_millis_testing: 0.674, usercpu_time_millis_training: 3.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9938, kappa: 0.9463, kb_relative_information_score: 12482.8699, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9938, predictive_accuracy: 0.9937, prior_entropy: 0.3338, recall: 0.9937, relative_absolute_error: 0.1125, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.2938, scimark_benchmark: 1358.9181, usercpu_time_millis: 1986.776, usercpu_time_millis_testing: 6.378, usercpu_time_millis_training: 1980.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9178, kappa: 0.1136, kb_relative_information_score: 1429.052, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9427, predictive_accuracy: 0.9422, prior_entropy: 0.3338, recall: 0.9422, relative_absolute_error: 0.6143, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1657, root_relative_squared_error: 0.6894, scimark_benchmark: 1370.4423, usercpu_time_millis: 258.152, usercpu_time_millis_testing: 5.069, usercpu_time_millis_training: 253.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9931, kappa: 0.9403, kb_relative_information_score: 11625.7233, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.3338, recall: 0.9931, relative_absolute_error: 0.1541, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0767, root_relative_squared_error: 0.3192, scimark_benchmark: 1369.0491, usercpu_time_millis: 595.483, usercpu_time_millis_testing: 3.392, usercpu_time_millis_training: 592.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9935, kappa: 0.9437, kb_relative_information_score: 12095.1036, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9935, predictive_accuracy: 0.9935, prior_entropy: 0.3338, recall: 0.9935, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.074, root_relative_squared_error: 0.3078, scimark_benchmark: 1367.1062, usercpu_time_millis: 43.608, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 43.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.983, kappa: 0.8485, kb_relative_information_score: 8396.0322, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.983, predictive_accuracy: 0.9835, prior_entropy: 0.3338, recall: 0.9835, relative_absolute_error: 0.2737, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.4682, scimark_benchmark: 1360.9226, usercpu_time_millis: 1848.013, usercpu_time_millis_testing: 3.881, usercpu_time_millis_training: 1844.132,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9759, kappa: 0.781, kb_relative_information_score: 1819.2362, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9761, predictive_accuracy: 0.9771, prior_entropy: 0.3338, recall: 0.9771, relative_absolute_error: 0.5481, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.6922, scimark_benchmark: 1367.9834, usercpu_time_millis: 2013.944, usercpu_time_millis_testing: 5.558, usercpu_time_millis_training: 2008.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.9087, kb_relative_information_score: 1.3323, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1366.5033, usercpu_time_millis: 13.37, usercpu_time_millis_testing: 1.79, usercpu_time_millis_training: 11.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9831, kappa: 0.8485, kb_relative_information_score: 6480.3798, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9833, predictive_accuracy: 0.9838, prior_entropy: 0.3338, recall: 0.9838, relative_absolute_error: 0.3315, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.4821, scimark_benchmark: 1369.9469, usercpu_time_millis: 262.31, usercpu_time_millis_testing: 0.798, usercpu_time_millis_training: 261.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9915, kappa: 0.9257, kb_relative_information_score: 10612.8554, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9915, predictive_accuracy: 0.9916, prior_entropy: 0.3338, recall: 0.9916, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.3652, scimark_benchmark: 1370.3377, usercpu_time_millis: 1877.261, usercpu_time_millis_testing: 4.006, usercpu_time_millis_training: 1873.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9087, kb_relative_information_score: 834.0896, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.8661, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.8728, scimark_benchmark: 1367.1732, usercpu_time_millis: 27.996, usercpu_time_millis_testing: 2.607, usercpu_time_millis_training: 25.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9705, kappa: 0.7194, kb_relative_information_score: 1374.0335, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9736, predictive_accuracy: 0.9736, prior_entropy: 0.3338, recall: 0.9736, relative_absolute_error: 0.5557, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.6728, scimark_benchmark: 1368.7424, usercpu_time_millis: 482.249, usercpu_time_millis_testing: 3.926, usercpu_time_millis_training: 478.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9934, kappa: 0.9423, kb_relative_information_score: 11605.7744, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9933, predictive_accuracy: 0.9934, prior_entropy: 0.3338, recall: 0.9934, relative_absolute_error: 0.1644, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.076, root_relative_squared_error: 0.3163, scimark_benchmark: 1365.8318, usercpu_time_millis: 216.359, usercpu_time_millis_testing: 2.508, usercpu_time_millis_training: 213.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 4.4844, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1364.1012, usercpu_time_millis: 16.607, usercpu_time_millis_testing: 3.631, usercpu_time_millis_training: 12.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9931, kappa: 0.9399, kb_relative_information_score: 11971.7582, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.3338, recall: 0.9931, relative_absolute_error: 0.1381, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.0757, root_relative_squared_error: 0.3152, scimark_benchmark: 1368.3754, usercpu_time_millis: 546.614, usercpu_time_millis_testing: 2.461, usercpu_time_millis_training: 544.153,

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

OpenML bootcamp

From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs