OpenML
Supervised Classification on arrhythmia

Supervised Classification on arrhythmia

Task 5 Supervised Classification arrhythmia 3391 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • basic study_1 study_41 study_73 under100k under1m
Issue #Downvotes for this reason By


Metric:

3391 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: 0.7856, kappa: 0.3883, kb_relative_information_score: 0.3962, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6217, number_of_instances: 452, predictive_accuracy: 0.6217, prior_entropy: 2.4124, relative_absolute_error: 0.6894, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.8937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8118, kappa: 0.4829, kb_relative_information_score: 0.4921, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6659, number_of_instances: 452, predictive_accuracy: 0.6659, prior_entropy: 2.4124, relative_absolute_error: 0.5418, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8113, kappa: 0.4853, kb_relative_information_score: 0.4379, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6726, number_of_instances: 452, predictive_accuracy: 0.6726, prior_entropy: 2.4124, relative_absolute_error: 0.6161, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.8579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, kappa: 0.5125, kb_relative_information_score: 0.449, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6792, number_of_instances: 452, predictive_accuracy: 0.6792, prior_entropy: 2.4124, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.8691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, kappa: 0.5036, kb_relative_information_score: 0.4555, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6792, number_of_instances: 452, predictive_accuracy: 0.6792, prior_entropy: 2.4124, relative_absolute_error: 0.5919, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.8938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7706, kappa: 0.4434, kb_relative_information_score: 0.4561, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.0855, weighted_recall: 0.635, number_of_instances: 452, predictive_accuracy: 0.635, prior_entropy: 2.4124, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.9561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, kappa: 0.5179, kb_relative_information_score: 0.4539, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6814, number_of_instances: 452, predictive_accuracy: 0.6814, prior_entropy: 2.4124, relative_absolute_error: 0.6161, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.8775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.809, kappa: 0.4741, kb_relative_information_score: 0.4352, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6637, number_of_instances: 452, predictive_accuracy: 0.6637, prior_entropy: 2.4124, relative_absolute_error: 0.6287, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.8639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8188, kappa: 0.5241, kb_relative_information_score: 0.4766, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6947, number_of_instances: 452, predictive_accuracy: 0.6947, prior_entropy: 2.4124, relative_absolute_error: 0.5811, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1748, root_relative_squared_error: 0.8508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, kappa: 0.322, kb_relative_information_score: 0.3606, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6416, number_of_instances: 452, predictive_accuracy: 0.6416, prior_entropy: 2.4124, relative_absolute_error: 0.7853, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.8436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7939, kappa: 0.4687, kb_relative_information_score: 0.4718, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6527, number_of_instances: 452, predictive_accuracy: 0.6527, prior_entropy: 2.4124, relative_absolute_error: 0.5763, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.9032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8131, kappa: 0.5125, kb_relative_information_score: 0.4484, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6792, number_of_instances: 452, predictive_accuracy: 0.6792, prior_entropy: 2.4124, relative_absolute_error: 0.6221, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.8693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8039, kappa: 0.507, kb_relative_information_score: 0.4598, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6792, number_of_instances: 452, predictive_accuracy: 0.6792, prior_entropy: 2.4124, relative_absolute_error: 0.6013, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.8815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8039, kappa: 0.507, kb_relative_information_score: 0.4598, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6792, number_of_instances: 452, predictive_accuracy: 0.6792, prior_entropy: 2.4124, relative_absolute_error: 0.6013, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.8815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7906, kappa: 0.4344, kb_relative_information_score: 0.4041, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6504, number_of_instances: 452, predictive_accuracy: 0.6504, prior_entropy: 2.4124, relative_absolute_error: 0.6632, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.8776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.801, kappa: 0.4905, kb_relative_information_score: 0.44, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6748, number_of_instances: 452, predictive_accuracy: 0.6748, prior_entropy: 2.4124, relative_absolute_error: 0.6109, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7856, kappa: 0.3883, kb_relative_information_score: 0.3962, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6217, number_of_instances: 452, predictive_accuracy: 0.6217, prior_entropy: 2.4124, relative_absolute_error: 0.6894, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.8937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, kappa: 0.4436, kb_relative_information_score: 0.4448, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6305, number_of_instances: 452, predictive_accuracy: 0.6305, prior_entropy: 2.4124, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7939, kappa: 0.4687, kb_relative_information_score: 0.4718, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6527, number_of_instances: 452, predictive_accuracy: 0.6527, prior_entropy: 2.4124, relative_absolute_error: 0.5763, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.9032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.736, f_measure: 0.5895, kappa: 0.3963, kb_relative_information_score: 0.4104, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6018, number_of_instances: 452, precision: 0.5785, predictive_accuracy: 0.6018, prior_entropy: 2.4124, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2108, root_relative_squared_error: 1.0256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7325, f_measure: 0.6073, kappa: 0.4192, kb_relative_information_score: 0.4248, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6084, number_of_instances: 452, precision: 0.6099, predictive_accuracy: 0.6084, prior_entropy: 2.4124, relative_absolute_error: 0.5706, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2165, root_relative_squared_error: 1.0536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7638, f_measure: 0.6301, kappa: 0.4485, kb_relative_information_score: 0.4587, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6394, number_of_instances: 452, precision: 0.6304, predictive_accuracy: 0.6394, prior_entropy: 2.4124, relative_absolute_error: 0.5431, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.9814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7337, f_measure: 0.6195, kappa: 0.436, kb_relative_information_score: 0.4212, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.0855, weighted_recall: 0.615, number_of_instances: 452, precision: 0.6251, predictive_accuracy: 0.615, prior_entropy: 2.4124, relative_absolute_error: 0.5625, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2194, root_relative_squared_error: 1.0675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.736, f_measure: 0.5895, kappa: 0.3963, kb_relative_information_score: 0.4104, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6018, number_of_instances: 452, precision: 0.5785, predictive_accuracy: 0.6018, prior_entropy: 2.4124, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2108, root_relative_squared_error: 1.0256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7372, f_measure: 0.5915, kappa: 0.3995, kb_relative_information_score: 0.4135, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.0855, weighted_recall: 0.604, number_of_instances: 452, precision: 0.5802, predictive_accuracy: 0.604, prior_entropy: 2.4124, relative_absolute_error: 0.5809, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2103, root_relative_squared_error: 1.0234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7372, f_measure: 0.5915, kappa: 0.3995, kb_relative_information_score: 0.4135, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.0855, weighted_recall: 0.604, number_of_instances: 452, precision: 0.5802, predictive_accuracy: 0.604, prior_entropy: 2.4124, relative_absolute_error: 0.5809, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2103, root_relative_squared_error: 1.0234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7412, kappa: 0.4367, kb_relative_information_score: 0.4291, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6195, number_of_instances: 452, predictive_accuracy: 0.6195, prior_entropy: 2.4124, relative_absolute_error: 0.5528, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2126, root_relative_squared_error: 1.0348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.735, f_measure: 0.6097, kappa: 0.4234, kb_relative_information_score: 0.4295, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6106, number_of_instances: 452, precision: 0.6127, predictive_accuracy: 0.6106, prior_entropy: 2.4124, relative_absolute_error: 0.5674, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2159, root_relative_squared_error: 1.0505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7349, f_measure: 0.6253, kappa: 0.4432, kb_relative_information_score: 0.4308, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6217, number_of_instances: 452, precision: 0.6293, predictive_accuracy: 0.6217, prior_entropy: 2.4124, relative_absolute_error: 0.5528, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2175, root_relative_squared_error: 1.0582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7756, kappa: 0.4519, kb_relative_information_score: 0.4541, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6372, number_of_instances: 452, predictive_accuracy: 0.6372, prior_entropy: 2.4124, relative_absolute_error: 0.5704, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8071, kappa: 0.4882, kb_relative_information_score: 0.4817, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6681, number_of_instances: 452, predictive_accuracy: 0.6681, prior_entropy: 2.4124, relative_absolute_error: 0.5749, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.8876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.829, kappa: 0.5178, kb_relative_information_score: 0.5057, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6836, number_of_instances: 452, predictive_accuracy: 0.6836, prior_entropy: 2.4124, relative_absolute_error: 0.5516, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7906, kappa: 0.4344, kb_relative_information_score: 0.4041, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6504, number_of_instances: 452, predictive_accuracy: 0.6504, prior_entropy: 2.4124, relative_absolute_error: 0.6632, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.8776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8071, kappa: 0.4882, kb_relative_information_score: 0.4817, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6681, number_of_instances: 452, predictive_accuracy: 0.6681, prior_entropy: 2.4124, relative_absolute_error: 0.5749, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.8876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7848, kappa: 0.4686, kb_relative_information_score: 0.4534, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6504, number_of_instances: 452, predictive_accuracy: 0.6504, prior_entropy: 2.4124, relative_absolute_error: 0.5621, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.194, root_relative_squared_error: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8174, kappa: 0.5159, kb_relative_information_score: 0.4467, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6792, number_of_instances: 452, predictive_accuracy: 0.6792, prior_entropy: 2.4124, relative_absolute_error: 0.6295, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.8638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7799, kappa: 0.4565, kb_relative_information_score: 0.455, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6482, number_of_instances: 452, predictive_accuracy: 0.6482, prior_entropy: 2.4124, relative_absolute_error: 0.568, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.809, kappa: 0.4741, kb_relative_information_score: 0.4352, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6637, number_of_instances: 452, predictive_accuracy: 0.6637, prior_entropy: 2.4124, relative_absolute_error: 0.6287, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.8639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, kappa: 0.4874, kb_relative_information_score: 0.4915, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6704, number_of_instances: 452, predictive_accuracy: 0.6704, prior_entropy: 2.4124, relative_absolute_error: 0.5433, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.8839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, kappa: 0.4935, kb_relative_information_score: 0.4903, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6726, number_of_instances: 452, predictive_accuracy: 0.6726, prior_entropy: 2.4124, relative_absolute_error: 0.5518, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.8853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8111, kappa: 0.5093, kb_relative_information_score: 0.499, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6814, number_of_instances: 452, predictive_accuracy: 0.6814, prior_entropy: 2.4124, relative_absolute_error: 0.539, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.8679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, kappa: 0.5269, kb_relative_information_score: 0.463, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6969, number_of_instances: 452, predictive_accuracy: 0.6969, prior_entropy: 2.4124, relative_absolute_error: 0.5909, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.8777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.798, kappa: 0.4712, kb_relative_information_score: 0.4804, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6615, number_of_instances: 452, predictive_accuracy: 0.6615, prior_entropy: 2.4124, relative_absolute_error: 0.5467, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.9016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7304, kappa: 0.4567, kb_relative_information_score: 0.4074, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6726, number_of_instances: 452, predictive_accuracy: 0.6726, prior_entropy: 2.4124, relative_absolute_error: 0.6226, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.8969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7315, kappa: 0.4495, kb_relative_information_score: 0.3991, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.0855, weighted_recall: 0.6659, number_of_instances: 452, predictive_accuracy: 0.6659, prior_entropy: 2.4124, relative_absolute_error: 0.63, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.186, root_relative_squared_error: 0.9052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4677, kb_relative_information_score: 0.0001, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.542, prior_entropy: 2.4124, recall: 0.542, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2056, root_relative_squared_error: 1.0003, scimark_benchmark: 1148.7037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3811, kb_relative_information_score: 81.8152, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.0855, number_of_instances: 452, precision: 0.2938, predictive_accuracy: 0.542, prior_entropy: 2.5222, recall: 0.542, relative_absolute_error: 0.6692, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2393, root_relative_squared_error: 1.1643, usercpu_time_millis: 39.9, usercpu_time_millis_testing: 2.22, usercpu_time_millis_training: 37.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7813, kappa: 0.3761, kb_relative_information_score: 135.3982, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6571, prior_entropy: 2.5222, recall: 0.6571, relative_absolute_error: 0.8884, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.9168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, kappa: 0.5378, kb_relative_information_score: 228.1342, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.708, prior_entropy: 2.5222, recall: 0.708, relative_absolute_error: 0.4346, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.8874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8276, kappa: 0.5275, kb_relative_information_score: -40.1058, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6571, prior_entropy: 2.5222, recall: 0.6571, relative_absolute_error: 1.348, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.1681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, kappa: 0.5512, kb_relative_information_score: -39.9306, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6925, prior_entropy: 2.5222, recall: 0.6925, relative_absolute_error: 1.3477, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.1678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8323, kappa: 0.5677, kb_relative_information_score: -40.241, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7257, prior_entropy: 2.5222, recall: 0.7257, relative_absolute_error: 1.3481, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, kappa: 0.5688, kb_relative_information_score: 244.0378, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7323, prior_entropy: 2.5222, recall: 0.7323, relative_absolute_error: 0.3978, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.8478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, kappa: 0.4829, kb_relative_information_score: -39.8843, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6283, prior_entropy: 2.5222, recall: 0.6283, relative_absolute_error: 1.3476, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.1678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8186, kappa: 0.227, kb_relative_information_score: 137.0844, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.604, prior_entropy: 2.5222, recall: 0.604, relative_absolute_error: 0.8561, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.9028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8446, kappa: 0.5371, kb_relative_information_score: -39.3424, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.719, prior_entropy: 2.5222, recall: 0.719, relative_absolute_error: 1.3463, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2397, root_relative_squared_error: 1.1666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, kappa: 0.3139, kb_relative_information_score: 178.0395, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6372, prior_entropy: 2.5222, recall: 0.6372, relative_absolute_error: 0.5284, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.9534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, kappa: 0.5472, kb_relative_information_score: -40.1285, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7279, prior_entropy: 2.5222, recall: 0.7279, relative_absolute_error: 1.3478, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.1679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8596, kappa: 0.5911, kb_relative_information_score: -39.7286, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7456, prior_entropy: 2.5222, recall: 0.7456, relative_absolute_error: 1.3472, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.1674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, kappa: 0.5511, kb_relative_information_score: -39.1744, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7279, prior_entropy: 2.5222, recall: 0.7279, relative_absolute_error: 1.3455, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2396, root_relative_squared_error: 1.1659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8542, kappa: 0.5382, kb_relative_information_score: -39.4524, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7146, prior_entropy: 2.5222, recall: 0.7146, relative_absolute_error: 1.3465, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2398, root_relative_squared_error: 1.1668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, kappa: 0.287, kb_relative_information_score: 187.0927, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6239, prior_entropy: 2.5222, recall: 0.6239, relative_absolute_error: 0.5689, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6468, kappa: 0.1858, kb_relative_information_score: 55.5121, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5487, prior_entropy: 2.5222, recall: 0.5487, relative_absolute_error: 1.1412, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2208, root_relative_squared_error: 1.0743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, kappa: 0.5094, kb_relative_information_score: 223.5804, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6969, prior_entropy: 2.5222, recall: 0.6969, relative_absolute_error: 0.4518, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.182, root_relative_squared_error: 0.8856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8723, kappa: 0.3739, kb_relative_information_score: 195.177, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6593, prior_entropy: 2.5222, recall: 0.6593, relative_absolute_error: 0.4965, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.9359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, kappa: 0.5465, kb_relative_information_score: 236.5007, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7013, prior_entropy: 2.5222, recall: 0.7013, relative_absolute_error: 0.4371, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.8945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, kappa: 0.5555, kb_relative_information_score: -39.7836, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7323, prior_entropy: 2.5222, recall: 0.7323, relative_absolute_error: 1.3471, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.1673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, kappa: 0.5513, kb_relative_information_score: 234.163, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7102, prior_entropy: 2.5222, recall: 0.7102, relative_absolute_error: 0.4308, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.8841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8386, kappa: 0.3937, kb_relative_information_score: 203.3556, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6681, prior_entropy: 2.5222, recall: 0.6681, relative_absolute_error: 0.5086, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.8996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8659, kappa: 0.5267, kb_relative_information_score: -39.1951, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7124, prior_entropy: 2.5222, recall: 0.7124, relative_absolute_error: 1.3458, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2396, root_relative_squared_error: 1.1662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, kappa: 0.5664, kb_relative_information_score: -39.2547, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7345, prior_entropy: 2.5222, recall: 0.7345, relative_absolute_error: 1.346, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2397, root_relative_squared_error: 1.1663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8462, kappa: 0.5398, kb_relative_information_score: -39.354, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7168, prior_entropy: 2.5222, recall: 0.7168, relative_absolute_error: 1.3464, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2398, root_relative_squared_error: 1.1667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.762, f_measure: 0.5583, kappa: 0.3816, kb_relative_information_score: -40.5117, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.0855, number_of_instances: 452, precision: 0.6335, predictive_accuracy: 0.5243, prior_entropy: 2.5222, recall: 0.5243, relative_absolute_error: 1.3486, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, kappa: 0.521, kb_relative_information_score: 227.9155, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6991, prior_entropy: 2.5222, recall: 0.6991, relative_absolute_error: 0.4534, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.8786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8345, kappa: 0.3642, kb_relative_information_score: 195.514, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.646, prior_entropy: 2.5222, recall: 0.646, relative_absolute_error: 0.5236, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1867, root_relative_squared_error: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8503, kappa: 0.516, kb_relative_information_score: 220.7493, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6881, prior_entropy: 2.5222, recall: 0.6881, relative_absolute_error: 0.5408, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1718, root_relative_squared_error: 0.8358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, kappa: 0.4342, kb_relative_information_score: -39.5814, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6814, prior_entropy: 2.5222, recall: 0.6814, relative_absolute_error: 1.3462, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2397, root_relative_squared_error: 1.1665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, kappa: 0.5317, kb_relative_information_score: 241.0817, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7035, prior_entropy: 2.5222, recall: 0.7035, relative_absolute_error: 0.4265, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.8689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8596, kappa: 0.528, kb_relative_information_score: -39.2468, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7102, prior_entropy: 2.5222, recall: 0.7102, relative_absolute_error: 1.3461, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2397, root_relative_squared_error: 1.1665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8681, kappa: 0.5408, kb_relative_information_score: -39.201, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7212, prior_entropy: 2.5222, recall: 0.7212, relative_absolute_error: 1.3458, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2396, root_relative_squared_error: 1.1662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, kappa: 0.5332, kb_relative_information_score: -39.1804, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7146, prior_entropy: 2.5222, recall: 0.7146, relative_absolute_error: 1.3458, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2396, root_relative_squared_error: 1.1662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, kappa: 0.4943, kb_relative_information_score: 187.4529, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6903, prior_entropy: 2.5222, recall: 0.6903, relative_absolute_error: 0.6788, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.168, root_relative_squared_error: 0.8173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, kappa: 0.5513, kb_relative_information_score: -39.1863, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7235, prior_entropy: 2.5222, recall: 0.7235, relative_absolute_error: 1.3459, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2397, root_relative_squared_error: 1.1662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, kappa: 0.4717, kb_relative_information_score: -39.7877, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6991, prior_entropy: 2.5222, recall: 0.6991, relative_absolute_error: 1.3467, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2398, root_relative_squared_error: 1.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8465, kappa: 0.5853, kb_relative_information_score: -39.5982, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7389, prior_entropy: 2.5222, recall: 0.7389, relative_absolute_error: 1.347, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.1672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, kappa: 0.5355, kb_relative_information_score: 234.0956, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6991, prior_entropy: 2.5222, recall: 0.6991, relative_absolute_error: 0.4422, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.8978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, kappa: 0.5644, kb_relative_information_score: -39.1416, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7345, prior_entropy: 2.5222, recall: 0.7345, relative_absolute_error: 1.3455, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2396, root_relative_squared_error: 1.1659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, kappa: 0.5843, kb_relative_information_score: 212.9636, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7434, prior_entropy: 2.5222, recall: 0.7434, relative_absolute_error: 0.6244, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.7657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, kappa: 0.5041, kb_relative_information_score: 223.1541, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6947, prior_entropy: 2.5222, recall: 0.6947, relative_absolute_error: 0.4543, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.8789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.6918, kappa: 0.5538, kb_relative_information_score: -40.0644, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, precision: 0.6837, predictive_accuracy: 0.7058, prior_entropy: 2.5222, recall: 0.7058, relative_absolute_error: 1.3479, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6321, kappa: 0.2162, kb_relative_information_score: 53.1142, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5553, prior_entropy: 2.5222, recall: 0.5553, relative_absolute_error: 1.1628, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2227, root_relative_squared_error: 1.0835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8873, kappa: 0.557, kb_relative_information_score: 234.0866, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7367, prior_entropy: 2.5222, recall: 0.7367, relative_absolute_error: 0.405, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.8554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, kappa: 0.5789, kb_relative_information_score: 222.1134, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7345, prior_entropy: 2.5222, recall: 0.7345, relative_absolute_error: 0.5807, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, kappa: 0.6251, kb_relative_information_score: 234.2115, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7611, prior_entropy: 2.5222, recall: 0.7611, relative_absolute_error: 0.5747, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1525, root_relative_squared_error: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8265, kappa: 0.428, kb_relative_information_score: 173.6035, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6748, prior_entropy: 2.5222, recall: 0.6748, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.8521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.848, kappa: 0.5365, kb_relative_information_score: -39.3554, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7124, prior_entropy: 2.5222, recall: 0.7124, relative_absolute_error: 1.3464, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2397, root_relative_squared_error: 1.1667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, kappa: 0.5047, kb_relative_information_score: -39.5147, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6969, prior_entropy: 2.5222, recall: 0.6969, relative_absolute_error: 1.3466, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2398, root_relative_squared_error: 1.1668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, kappa: 0.4072, kb_relative_information_score: 161.4938, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6637, prior_entropy: 2.5222, recall: 0.6637, relative_absolute_error: 0.7553, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.8319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8102, kappa: 0.1827, kb_relative_information_score: 134.9264, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5863, prior_entropy: 2.5222, recall: 0.5863, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8733, kappa: 0.5496, kb_relative_information_score: -38.7881, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7257, prior_entropy: 2.5222, recall: 0.7257, relative_absolute_error: 1.3445, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2394, root_relative_squared_error: 1.165,

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