Task
Supervised Classification on soybean

Supervised Classification on soybean

Task 41 Supervised Classification soybean 18126 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_70 under100k under1m
Issue #Downvotes for this reason By


Metric:

18126 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.9232, kappa: 0.9165, kb_relative_information_score: 632.6436, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9248, predictive_accuracy: 0.9239, prior_entropy: 3.8572, recall: 0.9239, relative_absolute_error: 0.0834, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.4086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.9278, kappa: 0.9213, kb_relative_information_score: 635.829, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9286, predictive_accuracy: 0.9283, prior_entropy: 3.8572, recall: 0.9283, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0869, root_relative_squared_error: 0.3966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9499, kappa: 0.6126, kb_relative_information_score: 442.1187, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.6486, prior_entropy: 3.8572, recall: 0.6486, relative_absolute_error: 0.4772, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, kappa: 0.8641, kb_relative_information_score: 607.0129, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.1798, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0967, root_relative_squared_error: 0.4413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, kappa: 0.8617, kb_relative_information_score: 594.5546, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1983, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, kappa: 0.865, kb_relative_information_score: 597.0498, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1925, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, kappa: 0.8795, kb_relative_information_score: 609.4622, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1571, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.4209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.8967, kappa: 0.8923, kb_relative_information_score: 619.3956, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8946, predictive_accuracy: 0.9019, prior_entropy: 3.8572, recall: 0.9019, relative_absolute_error: 0.1345, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0871, root_relative_squared_error: 0.3975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, kappa: 0.8779, kb_relative_information_score: 616.7955, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8572, recall: 0.8887, relative_absolute_error: 0.1498, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.4117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9054, kappa: 0.8987, kb_relative_information_score: 633.7302, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9057, predictive_accuracy: 0.9078, prior_entropy: 3.8572, recall: 0.9078, relative_absolute_error: 0.1064, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0825, root_relative_squared_error: 0.3765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9041, kappa: 0.8956, kb_relative_information_score: 630.4257, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9048, predictive_accuracy: 0.9048, prior_entropy: 3.8572, recall: 0.9048, relative_absolute_error: 0.1071, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.085, root_relative_squared_error: 0.3882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, kappa: 0.8179, kb_relative_information_score: 590.9908, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8331, prior_entropy: 3.8572, recall: 0.8331, relative_absolute_error: 0.2211, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1062, root_relative_squared_error: 0.4846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, kappa: 0.8762, kb_relative_information_score: 606.6536, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.1632, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.4272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, kappa: 0.8356, kb_relative_information_score: 595.4068, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8492, prior_entropy: 3.8572, recall: 0.8492, relative_absolute_error: 0.21, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1043, root_relative_squared_error: 0.4759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, kappa: 0.8617, kb_relative_information_score: 594.4842, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1985, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, kappa: 0.865, kb_relative_information_score: 597.0983, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1923, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.4534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, kappa: 0.8429, kb_relative_information_score: 603.5747, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8565, prior_entropy: 3.8572, recall: 0.8565, relative_absolute_error: 0.1839, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.4532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, kappa: 0.8324, kb_relative_information_score: 594.7111, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8463, prior_entropy: 3.8572, recall: 0.8463, relative_absolute_error: 0.2111, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.105, root_relative_squared_error: 0.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9109, kappa: 0.9035, kb_relative_information_score: 626.1082, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9118, predictive_accuracy: 0.9122, prior_entropy: 3.8572, recall: 0.9122, relative_absolute_error: 0.118, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, kappa: 0.8579, kb_relative_information_score: 603.3644, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8697, prior_entropy: 3.8572, recall: 0.8697, relative_absolute_error: 0.1872, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0982, root_relative_squared_error: 0.4482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, kappa: 0.8641, kb_relative_information_score: 606.97, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.1799, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.4419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, kappa: 0.8579, kb_relative_information_score: 603.8846, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8697, prior_entropy: 3.8572, recall: 0.8697, relative_absolute_error: 0.1863, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.4463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, kappa: 0.8119, kb_relative_information_score: 581.1294, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8287, prior_entropy: 3.8572, recall: 0.8287, relative_absolute_error: 0.2364, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.5007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.8905, kappa: 0.8827, kb_relative_information_score: 620.0696, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8908, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.1359, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.4101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.8995, kappa: 0.894, kb_relative_information_score: 623.3661, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8967, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1295, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0852, root_relative_squared_error: 0.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, kappa: 0.8579, kb_relative_information_score: 603.9196, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8697, prior_entropy: 3.8572, recall: 0.8697, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.4459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, kappa: 0.8119, kb_relative_information_score: 581.0401, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8287, prior_entropy: 3.8572, recall: 0.8287, relative_absolute_error: 0.236, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.5001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, kappa: 0.8877, kb_relative_information_score: 620.9312, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8975, prior_entropy: 3.8572, recall: 0.8975, relative_absolute_error: 0.1378, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, kappa: 0.7303, kb_relative_information_score: 560.2793, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.754, prior_entropy: 3.8572, recall: 0.754, relative_absolute_error: 0.3111, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.125, root_relative_squared_error: 0.5705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, kappa: 0.8827, kb_relative_information_score: 619.997, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.4008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.8796, kb_relative_information_score: 611.268, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1532, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.091, root_relative_squared_error: 0.4151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, kappa: 0.9037, kb_relative_information_score: 630.6265, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9122, prior_entropy: 3.8572, recall: 0.9122, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.3637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, kappa: 0.8643, kb_relative_information_score: 604.6652, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.1854, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.4463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, kappa: 0.8556, kb_relative_information_score: 610.4817, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8682, prior_entropy: 3.8572, recall: 0.8682, relative_absolute_error: 0.1647, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, kappa: 0.8812, kb_relative_information_score: 615.0398, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8917, prior_entropy: 3.8572, recall: 0.8917, relative_absolute_error: 0.1441, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.4117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.8921, kappa: 0.8843, kb_relative_information_score: 620.0451, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8946, predictive_accuracy: 0.8946, prior_entropy: 3.8572, recall: 0.8946, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.4146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9154, kappa: 0.9085, kb_relative_information_score: 632.1266, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9178, predictive_accuracy: 0.9165, prior_entropy: 3.8572, recall: 0.9165, relative_absolute_error: 0.0927, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.086, root_relative_squared_error: 0.3924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.906, kappa: 0.8988, kb_relative_information_score: 631.5342, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9062, predictive_accuracy: 0.9078, prior_entropy: 3.8572, recall: 0.9078, relative_absolute_error: 0.1109, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.083, root_relative_squared_error: 0.3789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, kappa: 0.6938, kb_relative_information_score: 532.0951, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7189, prior_entropy: 3.8572, recall: 0.7189, relative_absolute_error: 0.3838, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.6281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, kappa: 0.8446, kb_relative_information_score: 605.7234, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.858, prior_entropy: 3.8572, recall: 0.858, relative_absolute_error: 0.1811, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.4469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, kappa: 0.7319, kb_relative_information_score: 559.3605, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7555, prior_entropy: 3.8572, recall: 0.7555, relative_absolute_error: 0.3121, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1254, root_relative_squared_error: 0.5724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, kappa: 0.8211, kb_relative_information_score: 591.0745, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.836, prior_entropy: 3.8572, recall: 0.836, relative_absolute_error: 0.2209, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.4842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.8968, kappa: 0.8923, kb_relative_information_score: 618.9926, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8948, predictive_accuracy: 0.9019, prior_entropy: 3.8572, recall: 0.9019, relative_absolute_error: 0.1357, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.3986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, kappa: 0.859, kb_relative_information_score: 610.7948, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8712, prior_entropy: 3.8572, recall: 0.8712, relative_absolute_error: 0.1649, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.4293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.8935, kappa: 0.8859, kb_relative_information_score: 619.6494, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8963, predictive_accuracy: 0.896, prior_entropy: 3.8572, recall: 0.896, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.4162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, kappa: 0.8641, kb_relative_information_score: 607.2175, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.179, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0966, root_relative_squared_error: 0.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, kappa: 0.8626, kb_relative_information_score: 605.7223, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1839, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.4446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, kappa: 0.8611, kb_relative_information_score: 604.2423, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8726, prior_entropy: 3.8572, recall: 0.8726, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.4458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.9383, kappa: 0.9326, kb_relative_information_score: 644.6619, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9384, predictive_accuracy: 0.9385, prior_entropy: 3.8572, recall: 0.9385, relative_absolute_error: 0.0687, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.3522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, kappa: 0.8179, kb_relative_information_score: 590.9908, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8331, prior_entropy: 3.8572, recall: 0.8331, relative_absolute_error: 0.2211, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1062, root_relative_squared_error: 0.4846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, kappa: 0.865, kb_relative_information_score: 597.0983, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1923, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.4534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, kappa: 0.886, kb_relative_information_score: 621.2473, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.896, prior_entropy: 3.8572, recall: 0.896, relative_absolute_error: 0.1262, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0875, root_relative_squared_error: 0.3996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9295, kappa: 0.9229, kb_relative_information_score: 641.4655, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9294, predictive_accuracy: 0.9297, prior_entropy: 3.8572, recall: 0.9297, relative_absolute_error: 0.0779, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0801, root_relative_squared_error: 0.3656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.8989, kappa: 0.8923, kb_relative_information_score: 628.1198, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9001, predictive_accuracy: 0.9019, prior_entropy: 3.8572, recall: 0.9019, relative_absolute_error: 0.1158, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.085, root_relative_squared_error: 0.3878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, kappa: 0.865, kb_relative_information_score: 597.0773, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, kappa: 0.8779, kb_relative_information_score: 616.7456, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8572, recall: 0.8887, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.09, root_relative_squared_error: 0.4109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, kappa: 0.8626, kb_relative_information_score: 605.1632, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.098, root_relative_squared_error: 0.4471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, kappa: 0.6938, kb_relative_information_score: 532.0951, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7189, prior_entropy: 3.8572, recall: 0.7189, relative_absolute_error: 0.3838, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.6281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9075, kappa: 0.9004, kb_relative_information_score: 630.0557, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9095, predictive_accuracy: 0.9092, prior_entropy: 3.8572, recall: 0.9092, relative_absolute_error: 0.1112, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.3841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.8796, kb_relative_information_score: 611.3824, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1528, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.4149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, kappa: 0.8429, kb_relative_information_score: 604.1243, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8565, prior_entropy: 3.8572, recall: 0.8565, relative_absolute_error: 0.183, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.4505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, kappa: 0.865, kb_relative_information_score: 597.0725, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.4534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, kappa: 0.8641, kb_relative_information_score: 607.2175, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.179, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0966, root_relative_squared_error: 0.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, kappa: 0.8764, kb_relative_information_score: 617.1692, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.1397, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.4083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, kappa: 0.6938, kb_relative_information_score: 532.1275, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7189, prior_entropy: 3.8572, recall: 0.7189, relative_absolute_error: 0.3836, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.6277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, kappa: 0.8356, kb_relative_information_score: 595.1567, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8492, prior_entropy: 3.8572, recall: 0.8492, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1047, root_relative_squared_error: 0.4777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, kappa: 0.7319, kb_relative_information_score: 559.3797, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7555, prior_entropy: 3.8572, recall: 0.7555, relative_absolute_error: 0.312, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1254, root_relative_squared_error: 0.5721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.8951, kappa: 0.8875, kb_relative_information_score: 619.7729, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8977, predictive_accuracy: 0.8975, prior_entropy: 3.8572, recall: 0.8975, relative_absolute_error: 0.1345, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.4168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9264, kappa: 0.9197, kb_relative_information_score: 639.0294, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9267, predictive_accuracy: 0.9268, prior_entropy: 3.8572, recall: 0.9268, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.3794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, kappa: 0.8178, kb_relative_information_score: 590.9796, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8331, prior_entropy: 3.8572, recall: 0.8331, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.4834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, kappa: 0.8811, kb_relative_information_score: 619.5131, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8917, prior_entropy: 3.8572, recall: 0.8917, relative_absolute_error: 0.1403, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, kappa: 0.8795, kb_relative_information_score: 609.4639, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1571, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.4209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.8913, kappa: 0.8843, kb_relative_information_score: 619.9282, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8952, predictive_accuracy: 0.8946, prior_entropy: 3.8572, recall: 0.8946, relative_absolute_error: 0.136, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.4104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, kappa: 0.8324, kb_relative_information_score: 594.8051, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8463, prior_entropy: 3.8572, recall: 0.8463, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.105, root_relative_squared_error: 0.4792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.8904, kappa: 0.8827, kb_relative_information_score: 620.1767, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8918, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.1373, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.4087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, kappa: 0.8641, kb_relative_information_score: 606.7346, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0973, root_relative_squared_error: 0.4438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, kappa: 0.8643, kb_relative_information_score: 604.9971, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0972, root_relative_squared_error: 0.4438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, kappa: 0.8295, kb_relative_information_score: 584.4095, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8448, prior_entropy: 3.8572, recall: 0.8448, relative_absolute_error: 0.227, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.4981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9239, kappa: 0.9181, kb_relative_information_score: 634.013, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9267, predictive_accuracy: 0.9253, prior_entropy: 3.8572, recall: 0.9253, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0791, root_relative_squared_error: 0.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, kappa: 0.865, kb_relative_information_score: 597.0983, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1923, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.4534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, kappa: 0.8827, kb_relative_information_score: 619.5602, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.1335, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0881, root_relative_squared_error: 0.4019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, kappa: 0.7288, kb_relative_information_score: 550.4253, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7511, prior_entropy: 3.8572, recall: 0.7511, relative_absolute_error: 0.3421, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.5914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, kappa: 0.8579, kb_relative_information_score: 603.5406, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8697, prior_entropy: 3.8572, recall: 0.8697, relative_absolute_error: 0.1868, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0982, root_relative_squared_error: 0.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, kappa: 0.8795, kb_relative_information_score: 609.5107, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1569, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.4213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, kappa: 0.894, kb_relative_information_score: 618.0936, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1362, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.4005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, kappa: 0.8611, kb_relative_information_score: 604.2423, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8726, prior_entropy: 3.8572, recall: 0.8726, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.4458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, kappa: 0.8844, kb_relative_information_score: 618.9076, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8946, prior_entropy: 3.8572, recall: 0.8946, relative_absolute_error: 0.1406, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.4055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, kappa: 0.8844, kb_relative_information_score: 613.8498, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8946, prior_entropy: 3.8572, recall: 0.8946, relative_absolute_error: 0.1477, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.4087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, kappa: 0.8641, kb_relative_information_score: 606.6332, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.1804, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0971, root_relative_squared_error: 0.4432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, kappa: 0.878, kb_relative_information_score: 616.7373, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8572, recall: 0.8887, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.4129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, kappa: 0.6938, kb_relative_information_score: 532.1467, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7189, prior_entropy: 3.8572, recall: 0.7189, relative_absolute_error: 0.3836, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.6275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, kappa: 0.8429, kb_relative_information_score: 604.3289, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8565, prior_entropy: 3.8572, recall: 0.8565, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.4502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, kappa: 0.8796, kb_relative_information_score: 611.3597, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.4145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, kappa: 0.8119, kb_relative_information_score: 580.996, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8287, prior_entropy: 3.8572, recall: 0.8287, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.5001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, kappa: 0.859, kb_relative_information_score: 610.5942, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8712, prior_entropy: 3.8572, recall: 0.8712, relative_absolute_error: 0.1657, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.094, root_relative_squared_error: 0.4291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.865, kb_relative_information_score: 602.37, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1775, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0959, root_relative_squared_error: 0.4376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, kappa: 0.865, kb_relative_information_score: 601.9081, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1789, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.4385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, kappa: 0.878, kb_relative_information_score: 616.9497, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8572, recall: 0.8887, relative_absolute_error: 0.1451, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.4181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, kappa: 0.865, kb_relative_information_score: 602.3732, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1774, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0958, root_relative_squared_error: 0.4372,

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