Task
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: 0.4944, f_measure: 0.4838, kb_relative_information_score: 0.1635, 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: 0.9997, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1457.0169, usercpu_time_millis: 0.92, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 0.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.956, kappa: 0.9056, kb_relative_information_score: 474.734, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1808, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.3818, scimark_benchmark: 1392.4659, usercpu_time_millis: 9.08, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 8.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 450.4908, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.2284, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.202, root_relative_squared_error: 0.4178, scimark_benchmark: 1413.3431, usercpu_time_millis: 3.85, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 3.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9577, kappa: 0.9094, kb_relative_information_score: 474.2107, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.953, recall: 0.9578, relative_absolute_error: 0.1818, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.3821, scimark_benchmark: 1362.3543, usercpu_time_millis: 4.12, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 3.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.949, kappa: 0.8909, kb_relative_information_score: 401.552, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.4628, scimark_benchmark: 1459.8959, usercpu_time_millis: 1.23, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 1.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9577, kappa: 0.9094, kb_relative_information_score: 476.332, mean_absolute_error: 0.0833, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.953, recall: 0.9578, relative_absolute_error: 0.1782, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.3779, scimark_benchmark: 1403.9912, usercpu_time_millis: 4.64, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 4.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 461.5434, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.204, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.412, scimark_benchmark: 1458.2851, usercpu_time_millis: 1.73, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 1.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 461.2673, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.2035, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.4148, scimark_benchmark: 1440.4296, usercpu_time_millis: 6.36, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 6.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9335, kappa: 0.8585, kb_relative_information_score: 442.4317, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9344, predictive_accuracy: 0.9332, prior_entropy: 0.953, recall: 0.9332, relative_absolute_error: 0.2396, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2213, root_relative_squared_error: 0.4577, scimark_benchmark: 1384.9049, usercpu_time_millis: 9.56, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 9.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9421, kappa: 0.8765, kb_relative_information_score: 454.3287, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9424, predictive_accuracy: 0.942, prior_entropy: 0.953, recall: 0.942, relative_absolute_error: 0.2179, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.4217, scimark_benchmark: 1432.3123, usercpu_time_millis: 5.36, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 5.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9335, kappa: 0.8585, kb_relative_information_score: 446.447, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9344, predictive_accuracy: 0.9332, prior_entropy: 0.953, recall: 0.9332, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4408, scimark_benchmark: 1495.1021, usercpu_time_millis: 2.29, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 2.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.956, kappa: 0.9058, kb_relative_information_score: 469.0868, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1915, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.3884, scimark_benchmark: 1471.7791, usercpu_time_millis: 1.45, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 1.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 471.3075, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.1875, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.385, scimark_benchmark: 1481.7526, usercpu_time_millis: 8.12, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 7.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9613, kappa: 0.917, kb_relative_information_score: 476.2257, mean_absolute_error: 0.0832, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.953, recall: 0.9613, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.3816, scimark_benchmark: 1455.292, usercpu_time_millis: 1.95, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 1.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4941, f_measure: 0.4838, kb_relative_information_score: 0.1719, 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: 0.9997, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1414.1124, usercpu_time_millis: 0.37, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.956, kappa: 0.9056, kb_relative_information_score: 479.401, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1736, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.3677, scimark_benchmark: 1377.1751, usercpu_time_millis: 3.78, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 3.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.956, kappa: 0.9056, kb_relative_information_score: 476.9227, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1776, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.3738, scimark_benchmark: 1489.6248, usercpu_time_millis: 5.57, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 5.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9405, kappa: 0.8732, kb_relative_information_score: 435.346, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9411, predictive_accuracy: 0.9402, prior_entropy: 0.953, recall: 0.9402, relative_absolute_error: 0.2586, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.4451, scimark_benchmark: 1442.0792, usercpu_time_millis: 0.97, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 0.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9524, kappa: 0.898, kb_relative_information_score: 467.1459, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.1926, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.4037, scimark_benchmark: 1440.8348, usercpu_time_millis: 3.2, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 3.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9559, kappa: 0.9054, kb_relative_information_score: 479.8763, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9561, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.3646, scimark_benchmark: 1472.8699, usercpu_time_millis: 5.98, usercpu_time_millis_testing: 0.44, usercpu_time_millis_training: 5.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9378, kappa: 0.866, kb_relative_information_score: 304.6319, mean_absolute_error: 0.2489, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9395, predictive_accuracy: 0.9385, prior_entropy: 0.953, recall: 0.9385, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2831, root_relative_squared_error: 0.5856, scimark_benchmark: 1370.8458, usercpu_time_millis: 0.48, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1204, 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: 1416.5024, usercpu_time_millis: 0.99, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 0.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4944, f_measure: 0.4838, kb_relative_information_score: 0.169, 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: 0.9997, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1412.2254, usercpu_time_millis: 1.11, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 0.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9577, kappa: 0.9093, kb_relative_information_score: 475.2031, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.953, recall: 0.9578, relative_absolute_error: 0.1826, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.3718, scimark_benchmark: 1433.4204, usercpu_time_millis: 4.02, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 3.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9507, kappa: 0.8943, kb_relative_information_score: 467.2521, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9507, predictive_accuracy: 0.9508, prior_entropy: 0.953, recall: 0.9508, relative_absolute_error: 0.1933, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.3982, scimark_benchmark: 1402.0171, usercpu_time_millis: 0.91, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9455, kappa: 0.8834, kb_relative_information_score: 455.0789, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9455, predictive_accuracy: 0.9455, prior_entropy: 0.953, recall: 0.9455, relative_absolute_error: 0.2115, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.4402, scimark_benchmark: 1506.0673, usercpu_time_millis: 8.18, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 7.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9577, kappa: 0.9094, kb_relative_information_score: 466.4227, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.953, recall: 0.9578, relative_absolute_error: 0.1944, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.4044, scimark_benchmark: 1413.8059, usercpu_time_millis: 2.37, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 2.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9542, kappa: 0.9017, kb_relative_information_score: 477.7159, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9543, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.1723, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.3904, scimark_benchmark: 1354.2464, usercpu_time_millis: 8.98, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 8.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4936, f_measure: 0.4838, kb_relative_information_score: 0.0821, mean_absolute_error: 0.4676, 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: 1430.8311, usercpu_time_millis: 0.92, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 0.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9524, kappa: 0.898, kb_relative_information_score: 461.7698, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.2072, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.3973, scimark_benchmark: 1430.9298, usercpu_time_millis: 1.96, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 1.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 459.2125, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.2093, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.4104, scimark_benchmark: 1344.9264, usercpu_time_millis: 4.72, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 4.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9489, kappa: 0.8905, kb_relative_information_score: 481.6048, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9489, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4053, scimark_benchmark: 1478.1728, usercpu_time_millis: 29.63, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 29.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9329, kappa: 0.8558, kb_relative_information_score: 420.8688, mean_absolute_error: 0.1353, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9331, predictive_accuracy: 0.9332, prior_entropy: 0.953, recall: 0.9332, relative_absolute_error: 0.2893, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.456, scimark_benchmark: 1414.8615, usercpu_time_millis: 2.87, usercpu_time_millis_testing: 0.22, usercpu_time_millis_training: 2.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 468.7433, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.1899, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1926, root_relative_squared_error: 0.3984, scimark_benchmark: 1433.3088, usercpu_time_millis: 9.92, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 9.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9647, kappa: 0.9244, kb_relative_information_score: 483.3762, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9649, predictive_accuracy: 0.9649, prior_entropy: 0.953, recall: 0.9649, relative_absolute_error: 0.1655, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.3628, scimark_benchmark: 1461.4545, usercpu_time_millis: 2.71, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 2.56,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 460.0942, mean_absolute_error: 0.0974, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4063, scimark_benchmark: 1751.1309, usercpu_time_millis: 1.245, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 1.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9404, kappa: 0.8729, kb_relative_information_score: 454.455, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9408, predictive_accuracy: 0.9402, prior_entropy: 0.953, recall: 0.9402, relative_absolute_error: 0.2179, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.4202, scimark_benchmark: 1772.4368, usercpu_time_millis: 1.82, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 1.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9438, kappa: 0.8797, kb_relative_information_score: 460.5972, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9438, predictive_accuracy: 0.9438, prior_entropy: 0.953, recall: 0.9438, relative_absolute_error: 0.2019, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.208, root_relative_squared_error: 0.4302, scimark_benchmark: 1748.0744, usercpu_time_millis: 14.288, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 14.028,
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: 0.9882, f_measure: 0.9524, kappa: 0.898, kb_relative_information_score: 469.2499, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.3953, scimark_benchmark: 1751.597, usercpu_time_millis: 6.016, usercpu_time_millis_testing: 0.248, usercpu_time_millis_training: 5.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 456.4102, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.4107, scimark_benchmark: 1758.4627, usercpu_time_millis: 4.165, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 3.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9473, kappa: 0.8872, kb_relative_information_score: 455.1587, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9473, predictive_accuracy: 0.9473, prior_entropy: 0.953, recall: 0.9473, relative_absolute_error: 0.2139, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.4298, scimark_benchmark: 1757.2759, usercpu_time_millis: 3.73, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 3.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9665, kappa: 0.9282, kb_relative_information_score: 483.7242, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.953, recall: 0.9666, relative_absolute_error: 0.1636, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.3691, scimark_benchmark: 1744.9164, usercpu_time_millis: 4.94, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 4.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 470.6804, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.1892, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.385, scimark_benchmark: 1745.9405, usercpu_time_millis: 2.631, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 2.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9577, kappa: 0.9094, kb_relative_information_score: 470.3292, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.953, recall: 0.9578, relative_absolute_error: 0.1889, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.3904, scimark_benchmark: 1744.9164, usercpu_time_millis: 4.234, usercpu_time_millis_testing: 0.225, usercpu_time_millis_training: 4.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4968, f_measure: 0.4838, kb_relative_information_score: 0.2377, mean_absolute_error: 0.4674, 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: 0.9996, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1754.8179, usercpu_time_millis: 1.056, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 0.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9595, kappa: 0.9131, kb_relative_information_score: 485.4282, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.953, recall: 0.9596, relative_absolute_error: 0.1617, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3591, scimark_benchmark: 1866.5348, usercpu_time_millis: 1.732, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 1.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9507, kappa: 0.8943, kb_relative_information_score: 463.4926, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9507, predictive_accuracy: 0.9508, prior_entropy: 0.953, recall: 0.9508, relative_absolute_error: 0.2015, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.4001, scimark_benchmark: 1758.062, usercpu_time_millis: 1.497, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 1.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 475.5024, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.1773, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.3879, scimark_benchmark: 1858.0974, usercpu_time_millis: 1.363, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 1.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9613, kappa: 0.9171, kb_relative_information_score: 483.6483, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.953, recall: 0.9613, relative_absolute_error: 0.1654, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.174, root_relative_squared_error: 0.3599, scimark_benchmark: 1859.8793, usercpu_time_millis: 1.205, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 1.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9613, kappa: 0.9171, kb_relative_information_score: 477.4299, mean_absolute_error: 0.0823, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.953, recall: 0.9613, relative_absolute_error: 0.1761, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.3752, scimark_benchmark: 1866.0766, usercpu_time_millis: 1.522, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 1.463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.963, kappa: 0.9205, kb_relative_information_score: 484.9286, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.953, recall: 0.9631, relative_absolute_error: 0.162, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.3652, scimark_benchmark: 1742.5019, usercpu_time_millis: 2.807, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 2.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9649, kappa: 0.9248, kb_relative_information_score: 487.6121, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9649, predictive_accuracy: 0.9649, prior_entropy: 0.953, recall: 0.9649, relative_absolute_error: 0.1569, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1731, root_relative_squared_error: 0.358, scimark_benchmark: 1857.6392, usercpu_time_millis: 1.031, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.956, kappa: 0.9056, kb_relative_information_score: 473.5873, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1828, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.3859, scimark_benchmark: 1748.0235, usercpu_time_millis: 0.747, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4944, f_measure: 0.4838, kb_relative_information_score: -0.1972, mean_absolute_error: 0.4677, 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: 1.0001, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1865.4965, usercpu_time_millis: 0.268, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, f_measure: 0.4838, kb_relative_information_score: 0.4419, mean_absolute_error: 0.4673, 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: 0.9993, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1757.6185, usercpu_time_millis: 0.292, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 0.138,
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: 0.5001, f_measure: 0.4838, kb_relative_information_score: 0.2545, mean_absolute_error: 0.4674, 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: 0.9995, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1701.2781, usercpu_time_millis: 0.858, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 0.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9648, kappa: 0.9245, kb_relative_information_score: 482.571, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.953, recall: 0.9649, relative_absolute_error: 0.1657, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.3694, scimark_benchmark: 1749.6163, usercpu_time_millis: 3.382, usercpu_time_millis_testing: 0.219, usercpu_time_millis_training: 3.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.956, kappa: 0.9056, kb_relative_information_score: 477.46, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.3794, scimark_benchmark: 1856.0007, usercpu_time_millis: 9.94, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 9.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9387, kappa: 0.8693, kb_relative_information_score: 440.7126, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 0.953, recall: 0.9385, relative_absolute_error: 0.2478, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.435, scimark_benchmark: 1704.4233, usercpu_time_millis: 2.56, usercpu_time_millis_testing: 0.22, usercpu_time_millis_training: 2.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9524, kappa: 0.898, kb_relative_information_score: 465.6425, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.1951, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.4101, scimark_benchmark: 1566.9875, usercpu_time_millis: 1.1, usercpu_time_millis_training: 1.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9352, kappa: 0.8618, kb_relative_information_score: 450.2826, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9357, predictive_accuracy: 0.935, prior_entropy: 0.953, recall: 0.935, relative_absolute_error: 0.2225, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.4464, scimark_benchmark: 1510.6272, usercpu_time_millis: 3.75, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 3.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9595, kappa: 0.9133, kb_relative_information_score: 482.3374, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.953, recall: 0.9596, relative_absolute_error: 0.1672, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.3679, scimark_benchmark: 1377.7887, usercpu_time_millis: 7.69, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 7.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.4838, kb_relative_information_score: 0.0625, 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: 1346.5472, usercpu_time_millis: 0.59, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 462.4966, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.2022, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.4083, scimark_benchmark: 1354.1361, usercpu_time_millis: 7.96, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 7.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1663, 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: 0.9997, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1397.7721, usercpu_time_millis: 0.81, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 0.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9433, kappa: 0.8781, kb_relative_information_score: 383.5609, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9442, predictive_accuracy: 0.9438, prior_entropy: 0.953, recall: 0.9438, relative_absolute_error: 0.3761, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2316, root_relative_squared_error: 0.479, scimark_benchmark: 1370.4236, usercpu_time_millis: 1.01, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 0.87,

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