OpenML
Supervised Classification on wdbc

Supervised Classification on wdbc

Task 145878 Supervised Classification wdbc 76354 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1862.5409, usercpu_time_millis: 0.253, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1855.3202, usercpu_time_millis: 0.287, usercpu_time_millis_testing: 0.236, usercpu_time_millis_training: 0.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1851.1192, usercpu_time_millis: 0.293, usercpu_time_millis_testing: 0.234, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9771, kappa: 0.9508, kb_relative_information_score: 509.936, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9773, predictive_accuracy: 0.9772, prior_entropy: 0.953, recall: 0.9772, relative_absolute_error: 0.116, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.2998, scimark_benchmark: 1860.4615, usercpu_time_millis: 0.375, usercpu_time_millis_testing: 0.202, usercpu_time_millis_training: 0.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1756.6882, usercpu_time_millis: 0.24, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9699, kappa: 0.9352, kb_relative_information_score: 453.0629, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9711, predictive_accuracy: 0.9701, prior_entropy: 0.953, recall: 0.9701, relative_absolute_error: 0.2374, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.3808, scimark_benchmark: 1752.8169, usercpu_time_millis: 0.277, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9753, kappa: 0.9469, kb_relative_information_score: 503.6365, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9758, predictive_accuracy: 0.9754, prior_entropy: 0.953, recall: 0.9754, relative_absolute_error: 0.1301, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.3055, scimark_benchmark: 1872.4881, usercpu_time_millis: 0.291, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9681, kappa: 0.9314, kb_relative_information_score: 468.4381, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9692, predictive_accuracy: 0.9684, prior_entropy: 0.953, recall: 0.9684, relative_absolute_error: 0.2044, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.3589, scimark_benchmark: 1867.5361, usercpu_time_millis: 0.278, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1850.8098, usercpu_time_millis: 0.221, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1869.1727, usercpu_time_millis: 0.235, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.8315, kappa: 0.6343, kb_relative_information_score: 175.2718, mean_absolute_error: 0.3536, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8748, predictive_accuracy: 0.8436, prior_entropy: 0.953, recall: 0.8436, relative_absolute_error: 0.7561, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.374, root_relative_squared_error: 0.7735, scimark_benchmark: 1847.1852, usercpu_time_millis: 0.232, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9427, kappa: 0.8759, kb_relative_information_score: 359.8042, mean_absolute_error: 0.198, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9484, predictive_accuracy: 0.9438, prior_entropy: 0.953, recall: 0.9438, relative_absolute_error: 0.4234, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2499, root_relative_squared_error: 0.517, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.227, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9699, kappa: 0.9352, kb_relative_information_score: 464.2472, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9711, predictive_accuracy: 0.9701, prior_entropy: 0.953, recall: 0.9701, relative_absolute_error: 0.2141, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1761, root_relative_squared_error: 0.3642, scimark_benchmark: 1875.7685, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.191, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9663, kappa: 0.9273, kb_relative_information_score: 443.1045, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9683, predictive_accuracy: 0.9666, prior_entropy: 0.953, recall: 0.9666, relative_absolute_error: 0.2568, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.3962, scimark_benchmark: 1869.8766, usercpu_time_millis: 0.277, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9771, kappa: 0.9508, kb_relative_information_score: 517.1769, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9773, predictive_accuracy: 0.9772, prior_entropy: 0.953, recall: 0.9772, relative_absolute_error: 0.099, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1441, root_relative_squared_error: 0.2981, scimark_benchmark: 1874.977, usercpu_time_millis: 0.411, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 0.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9446, kappa: 0.8801, kb_relative_information_score: 361.8291, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9492, predictive_accuracy: 0.9455, prior_entropy: 0.953, recall: 0.9455, relative_absolute_error: 0.4203, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.248, root_relative_squared_error: 0.5129, scimark_benchmark: 1864.7283, usercpu_time_millis: 0.264, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1750.8922, usercpu_time_millis: 0.225, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.928, kappa: 0.844, kb_relative_information_score: 343.665, mean_absolute_error: 0.2126, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9359, predictive_accuracy: 0.9297, prior_entropy: 0.953, recall: 0.9297, relative_absolute_error: 0.4546, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.54, scimark_benchmark: 1859.9421, usercpu_time_millis: 0.265, usercpu_time_millis_testing: 0.203, usercpu_time_millis_training: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9537, kappa: 0.9, kb_relative_information_score: 430.3499, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9568, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.2829, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.4155, scimark_benchmark: 1851.1818, usercpu_time_millis: 0.279, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9645, kappa: 0.9236, kb_relative_information_score: 445.6579, mean_absolute_error: 0.1173, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9659, predictive_accuracy: 0.9649, prior_entropy: 0.953, recall: 0.9649, relative_absolute_error: 0.2508, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.3936, scimark_benchmark: 1860.9826, usercpu_time_millis: 0.287, usercpu_time_millis_testing: 0.209, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1743.314, usercpu_time_millis: 0.28, usercpu_time_millis_testing: 0.231, usercpu_time_millis_training: 0.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9298, kappa: 0.8477, kb_relative_information_score: 346.2663, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9382, predictive_accuracy: 0.9315, prior_entropy: 0.953, recall: 0.9315, relative_absolute_error: 0.4497, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.5362, scimark_benchmark: 1735.7783, usercpu_time_millis: 0.291, usercpu_time_millis_testing: 0.229, usercpu_time_millis_training: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.8603, kappa: 0.6962, kb_relative_information_score: 209.8852, mean_absolute_error: 0.3267, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8911, predictive_accuracy: 0.8682, prior_entropy: 0.953, recall: 0.8682, relative_absolute_error: 0.6985, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.351, root_relative_squared_error: 0.726, scimark_benchmark: 1734.376, usercpu_time_millis: 0.285, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9735, kappa: 0.9432, kb_relative_information_score: 518.0811, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9738, predictive_accuracy: 0.9736, prior_entropy: 0.953, recall: 0.9736, relative_absolute_error: 0.0974, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.2951, scimark_benchmark: 1740.8392, usercpu_time_millis: 0.435, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 0.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1870.742, usercpu_time_millis: 0.222, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.7673, kappa: 0.4999, kb_relative_information_score: 147.3557, mean_absolute_error: 0.3738, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8441, predictive_accuracy: 0.7926, prior_entropy: 0.953, recall: 0.7926, relative_absolute_error: 0.7994, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3927, root_relative_squared_error: 0.8122, scimark_benchmark: 1873.5991, usercpu_time_millis: 0.231, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.977, kappa: 0.9506, kb_relative_information_score: 480.1539, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9777, predictive_accuracy: 0.9772, prior_entropy: 0.953, recall: 0.9772, relative_absolute_error: 0.1811, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.3398, scimark_benchmark: 1872.4881, usercpu_time_millis: 0.277, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1859.9421, usercpu_time_millis: 0.231, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1861.4992, usercpu_time_millis: 0.258, usercpu_time_millis_testing: 0.191, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1851.1976, usercpu_time_millis: 0.289, usercpu_time_millis_testing: 0.239, usercpu_time_millis_training: 0.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1841.5228, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.223, usercpu_time_millis_training: 0.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9224, kappa: 0.8318, kb_relative_information_score: 303.3824, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9316, predictive_accuracy: 0.9244, prior_entropy: 0.953, recall: 0.9244, relative_absolute_error: 0.5305, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.5966, scimark_benchmark: 1748.2205, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9409, kappa: 0.8722, kb_relative_information_score: 345.1898, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9462, predictive_accuracy: 0.942, prior_entropy: 0.953, recall: 0.942, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.5362, scimark_benchmark: 1849.1322, usercpu_time_millis: 0.311, usercpu_time_millis_testing: 0.244, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1845.9861, usercpu_time_millis: 0.304, usercpu_time_millis_testing: 0.251, usercpu_time_millis_training: 0.053,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9806, kappa: 0.9583, kb_relative_information_score: 493.7932, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.981, predictive_accuracy: 0.9807, prior_entropy: 0.953, recall: 0.9807, relative_absolute_error: 0.1523, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.154, root_relative_squared_error: 0.3186, scimark_benchmark: 1871.9601, usercpu_time_millis: 0.3, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 0.122,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9187, kappa: 0.8236, kb_relative_information_score: 309.7913, mean_absolute_error: 0.2425, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9288, predictive_accuracy: 0.9209, prior_entropy: 0.953, recall: 0.9209, relative_absolute_error: 0.5186, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2842, root_relative_squared_error: 0.5878, scimark_benchmark: 1825.5612, usercpu_time_millis: 0.227, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1864.7283, usercpu_time_millis: 0.234, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9482, kappa: 0.8881, kb_relative_information_score: 388.5846, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9522, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.3679, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.4751, scimark_benchmark: 1804.7689, usercpu_time_millis: 0.248, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1805.2717, usercpu_time_millis: 0.224, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1867.725, usercpu_time_millis: 0.234, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9645, kappa: 0.9235, kb_relative_information_score: 443.0185, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9663, predictive_accuracy: 0.9649, prior_entropy: 0.953, recall: 0.9649, relative_absolute_error: 0.2576, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.3968, scimark_benchmark: 1869.1727, usercpu_time_millis: 0.266, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9806, kappa: 0.9583, kb_relative_information_score: 506.2025, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.981, predictive_accuracy: 0.9807, prior_entropy: 0.953, recall: 0.9807, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.3009, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.336, usercpu_time_millis_testing: 0.188, usercpu_time_millis_training: 0.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1824.6784, usercpu_time_millis: 0.352, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1869.3628, usercpu_time_millis: 0.209, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1824.7805, usercpu_time_millis: 0.35, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1826.5864, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9753, kappa: 0.947, kb_relative_information_score: 514.8591, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9756, predictive_accuracy: 0.9754, prior_entropy: 0.953, recall: 0.9754, relative_absolute_error: 0.1048, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.142, root_relative_squared_error: 0.2936, scimark_benchmark: 1855.2567, usercpu_time_millis: 0.374, usercpu_time_millis_testing: 0.208, usercpu_time_millis_training: 0.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9752, kappa: 0.9468, kb_relative_information_score: 487.6971, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.976, predictive_accuracy: 0.9754, prior_entropy: 0.953, recall: 0.9754, relative_absolute_error: 0.1644, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.3285, scimark_benchmark: 1818.8059, usercpu_time_millis: 0.29, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1832.4384, usercpu_time_millis: 0.22, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9717, kappa: 0.939, kb_relative_information_score: 479.7453, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9728, predictive_accuracy: 0.9719, prior_entropy: 0.953, recall: 0.9719, relative_absolute_error: 0.1817, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3401, scimark_benchmark: 1769.24, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9168, kappa: 0.8195, kb_relative_information_score: 296.4551, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9274, predictive_accuracy: 0.9192, prior_entropy: 0.953, recall: 0.9192, relative_absolute_error: 0.5452, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2923, root_relative_squared_error: 0.6046, scimark_benchmark: 1819.4207, usercpu_time_millis: 0.345, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1861.8101, usercpu_time_millis: 0.252, usercpu_time_millis_testing: 0.208, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9753, kappa: 0.9471, kb_relative_information_score: 519.6144, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9755, predictive_accuracy: 0.9754, prior_entropy: 0.953, recall: 0.9754, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.3032, scimark_benchmark: 1770.1148, usercpu_time_millis: 0.506, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1862.8534, usercpu_time_millis: 0.253, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9129, kappa: 0.8109, kb_relative_information_score: 271.4542, mean_absolute_error: 0.2761, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9256, predictive_accuracy: 0.9156, prior_entropy: 0.953, recall: 0.9156, relative_absolute_error: 0.5904, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3097, root_relative_squared_error: 0.6405, scimark_benchmark: 1825.0089, usercpu_time_millis: 0.217, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.8921, kappa: 0.7654, kb_relative_information_score: 267.6891, mean_absolute_error: 0.2787, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9097, predictive_accuracy: 0.8963, prior_entropy: 0.953, recall: 0.8963, relative_absolute_error: 0.5959, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3126, root_relative_squared_error: 0.6465, scimark_benchmark: 1786.2115, usercpu_time_millis: 0.239, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.977, kappa: 0.9507, kb_relative_information_score: 498.4323, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9775, predictive_accuracy: 0.9772, prior_entropy: 0.953, recall: 0.9772, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.314, scimark_benchmark: 1791.6148, usercpu_time_millis: 0.311, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1769.5853, usercpu_time_millis: 0.214, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1381, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1766.3218, usercpu_time_millis: 0.225, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4838, kb_relative_information_score: -64.3068, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 1.0692, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0341, scimark_benchmark: 1871.1262, usercpu_time_millis: 2.174, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 2.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9414, kappa: 0.8737, kb_relative_information_score: 438.7598, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9431, predictive_accuracy: 0.942, prior_entropy: 0.953, recall: 0.942, relative_absolute_error: 0.2537, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.4359, scimark_benchmark: 1803.8862, usercpu_time_millis: 0.512, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.8798, kappa: 0.7389, kb_relative_information_score: 280.1843, mean_absolute_error: 0.2601, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.8932, predictive_accuracy: 0.884, prior_entropy: 0.953, recall: 0.884, relative_absolute_error: 0.5563, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.6599, scimark_benchmark: 1802.4425, usercpu_time_millis: 1.209, usercpu_time_millis_testing: 0.009, usercpu_time_millis_training: 1.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4936, f_measure: 0.4838, kb_relative_information_score: -4.356, mean_absolute_error: 0.4695, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 1.0041, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4836, root_relative_squared_error: 1.0002, scimark_benchmark: 1820.6666, usercpu_time_millis: 0.675, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.922, kappa: 0.832, kb_relative_information_score: 439.128, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9229, predictive_accuracy: 0.9227, prior_entropy: 0.953, recall: 0.9227, relative_absolute_error: 0.2407, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.232, root_relative_squared_error: 0.4799, scimark_benchmark: 1867.3493, usercpu_time_millis: 4.981, usercpu_time_millis_testing: 0.007, usercpu_time_millis_training: 4.974,

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