Task
Supervised Classification on analcatdata_dmft

Supervised Classification on analcatdata_dmft

Task 3560 Supervised Classification analcatdata_dmft 16500 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

16500 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: 0.536, f_measure: 0.1805, kappa: 0.0166, kb_relative_information_score: 92.0192, mean_absolute_error: 0.2722, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1835, predictive_accuracy: 0.1807, prior_entropy: 2.5803, recall: 0.1807, relative_absolute_error: 0.9812, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3928, root_relative_squared_error: 1.0547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5615, f_measure: 0.195, kappa: 0.0318, kb_relative_information_score: 78.9829, mean_absolute_error: 0.2716, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1984, predictive_accuracy: 0.1957, prior_entropy: 2.5803, recall: 0.1957, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3759, root_relative_squared_error: 1.0092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.56, f_measure: 0.1991, kappa: 0.0427, kb_relative_information_score: 75.4126, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2011, predictive_accuracy: 0.2045, prior_entropy: 2.5803, recall: 0.2045, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3756, root_relative_squared_error: 1.0086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5455, f_measure: 0.1734, kappa: 0.0078, kb_relative_information_score: 75.8706, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1783, predictive_accuracy: 0.1744, prior_entropy: 2.5803, recall: 0.1744, relative_absolute_error: 0.984, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3803, root_relative_squared_error: 1.0211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5642, f_measure: 0.195, kappa: 0.035, kb_relative_information_score: 76.663, mean_absolute_error: 0.2718, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2007, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9798, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3751, root_relative_squared_error: 1.0073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5338, f_measure: 0.195, kappa: 0.0322, kb_relative_information_score: 86.1487, mean_absolute_error: 0.2724, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1983, predictive_accuracy: 0.1945, prior_entropy: 2.5803, recall: 0.1945, relative_absolute_error: 0.9821, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3876, root_relative_squared_error: 1.0407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5506, f_measure: 0.1824, kappa: 0.0179, kb_relative_information_score: 76.9574, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1868, predictive_accuracy: 0.1832, prior_entropy: 2.5803, recall: 0.1832, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3782, root_relative_squared_error: 1.0156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5449, f_measure: 0.185, kappa: 0.0204, kb_relative_information_score: 95.9225, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1871, predictive_accuracy: 0.1844, prior_entropy: 2.5803, recall: 0.1844, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3925, root_relative_squared_error: 1.0538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.56, f_measure: 0.1991, kappa: 0.0427, kb_relative_information_score: 75.4126, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2011, predictive_accuracy: 0.2045, prior_entropy: 2.5803, recall: 0.2045, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3756, root_relative_squared_error: 1.0086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.55, f_measure: 0.1907, kappa: 0.0314, kb_relative_information_score: 76.4, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.192, predictive_accuracy: 0.1932, prior_entropy: 2.5803, recall: 0.1932, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3792, root_relative_squared_error: 1.0181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5442, f_measure: 0.1976, kappa: 0.0353, kb_relative_information_score: 84.1262, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2011, predictive_accuracy: 0.197, prior_entropy: 2.5803, recall: 0.197, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3826, root_relative_squared_error: 1.0272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.56, f_measure: 0.1991, kappa: 0.0427, kb_relative_information_score: 75.4126, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2011, predictive_accuracy: 0.2045, prior_entropy: 2.5803, recall: 0.2045, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3756, root_relative_squared_error: 1.0086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5338, f_measure: 0.195, kappa: 0.0322, kb_relative_information_score: 86.1487, mean_absolute_error: 0.2724, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1983, predictive_accuracy: 0.1945, prior_entropy: 2.5803, recall: 0.1945, relative_absolute_error: 0.9821, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3876, root_relative_squared_error: 1.0407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5384, f_measure: 0.1803, kappa: 0.0151, kb_relative_information_score: 87.7475, mean_absolute_error: 0.2724, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1851, predictive_accuracy: 0.1807, prior_entropy: 2.5803, recall: 0.1807, relative_absolute_error: 0.9821, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3866, root_relative_squared_error: 1.0381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5455, f_measure: 0.1734, kappa: 0.0078, kb_relative_information_score: 75.8706, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1783, predictive_accuracy: 0.1744, prior_entropy: 2.5803, recall: 0.1744, relative_absolute_error: 0.984, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3803, root_relative_squared_error: 1.0211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.166, kappa: -0.0034, kb_relative_information_score: 81.8476, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1718, predictive_accuracy: 0.1656, prior_entropy: 2.5803, recall: 0.1656, relative_absolute_error: 0.9835, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3834, root_relative_squared_error: 1.0295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.536, f_measure: 0.1846, kappa: 0.019, kb_relative_information_score: 76.1844, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1886, predictive_accuracy: 0.1832, prior_entropy: 2.5803, recall: 0.1832, relative_absolute_error: 0.9854, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3825, root_relative_squared_error: 1.0271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5384, f_measure: 0.1803, kappa: 0.0151, kb_relative_information_score: 87.7475, mean_absolute_error: 0.2724, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1851, predictive_accuracy: 0.1807, prior_entropy: 2.5803, recall: 0.1807, relative_absolute_error: 0.9821, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3866, root_relative_squared_error: 1.0381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5506, f_measure: 0.1824, kappa: 0.0179, kb_relative_information_score: 76.9574, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1868, predictive_accuracy: 0.1832, prior_entropy: 2.5803, recall: 0.1832, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3782, root_relative_squared_error: 1.0156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5506, f_measure: 0.1824, kappa: 0.0179, kb_relative_information_score: 76.9574, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1868, predictive_accuracy: 0.1832, prior_entropy: 2.5803, recall: 0.1832, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3782, root_relative_squared_error: 1.0156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.166, kappa: -0.0034, kb_relative_information_score: 81.8476, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1718, predictive_accuracy: 0.1656, prior_entropy: 2.5803, recall: 0.1656, relative_absolute_error: 0.9835, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3834, root_relative_squared_error: 1.0295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5376, f_measure: 0.197, kappa: 0.0363, kb_relative_information_score: 90.6992, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1994, predictive_accuracy: 0.197, prior_entropy: 2.5803, recall: 0.197, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3882, root_relative_squared_error: 1.0423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.56, f_measure: 0.1991, kappa: 0.0427, kb_relative_information_score: 75.4126, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2011, predictive_accuracy: 0.2045, prior_entropy: 2.5803, recall: 0.2045, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3756, root_relative_squared_error: 1.0086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5347, f_measure: 0.1961, kappa: 0.0339, kb_relative_information_score: 86.4687, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1993, predictive_accuracy: 0.1957, prior_entropy: 2.5803, recall: 0.1957, relative_absolute_error: 0.9817, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3875, root_relative_squared_error: 1.0403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5332, f_measure: 0.195, kappa: 0.0322, kb_relative_information_score: 85.8467, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1983, predictive_accuracy: 0.1945, prior_entropy: 2.5803, recall: 0.1945, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3877, root_relative_squared_error: 1.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.55, f_measure: 0.1907, kappa: 0.0314, kb_relative_information_score: 76.4, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.192, predictive_accuracy: 0.1932, prior_entropy: 2.5803, recall: 0.1932, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3792, root_relative_squared_error: 1.0181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5426, f_measure: 0.1805, kappa: 0.0138, kb_relative_information_score: 77.1827, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1854, predictive_accuracy: 0.1794, prior_entropy: 2.5803, recall: 0.1794, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3815, root_relative_squared_error: 1.0244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5442, f_measure: 0.1976, kappa: 0.0353, kb_relative_information_score: 84.1262, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2011, predictive_accuracy: 0.197, prior_entropy: 2.5803, recall: 0.197, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3826, root_relative_squared_error: 1.0272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.56, f_measure: 0.1991, kappa: 0.0427, kb_relative_information_score: 75.4126, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2011, predictive_accuracy: 0.2045, prior_entropy: 2.5803, recall: 0.2045, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3756, root_relative_squared_error: 1.0086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5484, f_measure: 0.186, kappa: 0.0249, kb_relative_information_score: 75.5121, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1875, predictive_accuracy: 0.1882, prior_entropy: 2.5803, recall: 0.1882, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3786, root_relative_squared_error: 1.0165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.1983, kappa: 0.039, kb_relative_information_score: 77.7404, mean_absolute_error: 0.2726, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2042, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3795, root_relative_squared_error: 1.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5593, f_measure: 0.1974, kappa: 0.0359, kb_relative_information_score: 77.6062, mean_absolute_error: 0.2718, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2027, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9799, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3759, root_relative_squared_error: 1.0093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5478, f_measure: 0.2071, kappa: 0.0473, kb_relative_information_score: 103.8741, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2144, predictive_accuracy: 0.207, prior_entropy: 2.5803, recall: 0.207, relative_absolute_error: 0.9731, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3932, root_relative_squared_error: 1.0557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5413, f_measure: 0.1998, kappa: 0.0377, kb_relative_information_score: 85.0273, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.202, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9809, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3843, root_relative_squared_error: 1.0319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5401, f_measure: 0.2085, kappa: 0.0475, kb_relative_information_score: 104.9017, mean_absolute_error: 0.2702, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2175, predictive_accuracy: 0.207, prior_entropy: 2.5803, recall: 0.207, relative_absolute_error: 0.974, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3968, root_relative_squared_error: 1.0654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5557, f_measure: 0.1908, kappa: 0.0276, kb_relative_information_score: 77.1108, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1933, predictive_accuracy: 0.192, prior_entropy: 2.5803, recall: 0.192, relative_absolute_error: 0.9809, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3768, root_relative_squared_error: 1.0118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5549, f_measure: 0.1971, kappa: 0.036, kb_relative_information_score: 78.1533, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2001, predictive_accuracy: 0.1982, prior_entropy: 2.5803, recall: 0.1982, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3773, root_relative_squared_error: 1.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5484, f_measure: 0.186, kappa: 0.0249, kb_relative_information_score: 75.5121, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1875, predictive_accuracy: 0.1882, prior_entropy: 2.5803, recall: 0.1882, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3786, root_relative_squared_error: 1.0165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5394, f_measure: 0.1999, kappa: 0.0399, kb_relative_information_score: 92.0734, mean_absolute_error: 0.2716, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.206, predictive_accuracy: 0.2008, prior_entropy: 2.5803, recall: 0.2008, relative_absolute_error: 0.9792, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3879, root_relative_squared_error: 1.0415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5447, f_measure: 0.2129, kappa: 0.0568, kb_relative_information_score: 97.4622, mean_absolute_error: 0.2709, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2185, predictive_accuracy: 0.2146, prior_entropy: 2.5803, recall: 0.2146, relative_absolute_error: 0.9766, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3899, root_relative_squared_error: 1.0469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5379, f_measure: 0.1925, kappa: 0.0313, kb_relative_information_score: 107.3201, mean_absolute_error: 0.2698, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.202, predictive_accuracy: 0.1932, prior_entropy: 2.5803, recall: 0.1932, relative_absolute_error: 0.9726, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.403, root_relative_squared_error: 1.0822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.539, f_measure: 0.1907, kappa: 0.0287, kb_relative_information_score: 97.5476, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1967, predictive_accuracy: 0.1907, prior_entropy: 2.5803, recall: 0.1907, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3942, root_relative_squared_error: 1.0584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5383, f_measure: 0.1953, kappa: 0.0337, kb_relative_information_score: 88.5899, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2002, predictive_accuracy: 0.1957, prior_entropy: 2.5803, recall: 0.1957, relative_absolute_error: 0.981, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.387, root_relative_squared_error: 1.0391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5267, f_measure: 0.2138, kappa: 0.054, kb_relative_information_score: 108.4926, mean_absolute_error: 0.2711, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.228, predictive_accuracy: 0.212, prior_entropy: 2.5803, recall: 0.212, relative_absolute_error: 0.9772, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.4067, root_relative_squared_error: 1.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5642, f_measure: 0.195, kappa: 0.035, kb_relative_information_score: 76.663, mean_absolute_error: 0.2718, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2007, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9798, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3751, root_relative_squared_error: 1.0073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.166, kappa: -0.0034, kb_relative_information_score: 81.8476, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1718, predictive_accuracy: 0.1656, prior_entropy: 2.5803, recall: 0.1656, relative_absolute_error: 0.9835, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3834, root_relative_squared_error: 1.0295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5615, f_measure: 0.195, kappa: 0.0318, kb_relative_information_score: 78.9829, mean_absolute_error: 0.2716, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1984, predictive_accuracy: 0.1957, prior_entropy: 2.5803, recall: 0.1957, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3759, root_relative_squared_error: 1.0092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5603, f_measure: 0.1959, kappa: 0.037, kb_relative_information_score: 76.37, mean_absolute_error: 0.2722, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.199, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9812, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3758, root_relative_squared_error: 1.0089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5451, f_measure: 0.2195, kappa: 0.0624, kb_relative_information_score: 102.6049, mean_absolute_error: 0.2704, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2254, predictive_accuracy: 0.2196, prior_entropy: 2.5803, recall: 0.2196, relative_absolute_error: 0.9747, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3932, root_relative_squared_error: 1.0557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5455, f_measure: 0.1734, kappa: 0.0078, kb_relative_information_score: 75.8706, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1783, predictive_accuracy: 0.1744, prior_entropy: 2.5803, recall: 0.1744, relative_absolute_error: 0.984, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3803, root_relative_squared_error: 1.0211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5129, f_measure: 0.2015, kappa: 0.0416, kb_relative_information_score: 102.0905, mean_absolute_error: 0.2722, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2139, predictive_accuracy: 0.202, prior_entropy: 2.5803, recall: 0.202, relative_absolute_error: 0.9812, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.4362, root_relative_squared_error: 1.1714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.536, f_measure: 0.1846, kappa: 0.019, kb_relative_information_score: 76.1844, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1886, predictive_accuracy: 0.1832, prior_entropy: 2.5803, recall: 0.1832, relative_absolute_error: 0.9854, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3825, root_relative_squared_error: 1.0271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5455, f_measure: 0.1734, kappa: 0.0078, kb_relative_information_score: 75.8706, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1783, predictive_accuracy: 0.1744, prior_entropy: 2.5803, recall: 0.1744, relative_absolute_error: 0.984, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3803, root_relative_squared_error: 1.0211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5557, f_measure: 0.1908, kappa: 0.0276, kb_relative_information_score: 77.1108, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1933, predictive_accuracy: 0.192, prior_entropy: 2.5803, recall: 0.192, relative_absolute_error: 0.9809, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3768, root_relative_squared_error: 1.0118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.1983, kappa: 0.039, kb_relative_information_score: 77.7404, mean_absolute_error: 0.2726, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2042, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3795, root_relative_squared_error: 1.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.166, kappa: -0.0034, kb_relative_information_score: 81.8476, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1718, predictive_accuracy: 0.1656, prior_entropy: 2.5803, recall: 0.1656, relative_absolute_error: 0.9835, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3834, root_relative_squared_error: 1.0295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5332, f_measure: 0.195, kappa: 0.0322, kb_relative_information_score: 85.8467, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1983, predictive_accuracy: 0.1945, prior_entropy: 2.5803, recall: 0.1945, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3877, root_relative_squared_error: 1.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5395, f_measure: 0.1992, kappa: 0.0394, kb_relative_information_score: 91.1425, mean_absolute_error: 0.2719, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2016, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3894, root_relative_squared_error: 1.0454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5426, f_measure: 0.1805, kappa: 0.0138, kb_relative_information_score: 77.1827, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1854, predictive_accuracy: 0.1794, prior_entropy: 2.5803, recall: 0.1794, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3815, root_relative_squared_error: 1.0244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5326, f_measure: 0.2, kappa: 0.0386, kb_relative_information_score: 110.4807, mean_absolute_error: 0.2696, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2117, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9718, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.4173, root_relative_squared_error: 1.1206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5399, f_measure: 0.1964, kappa: 0.0363, kb_relative_information_score: 92.8005, mean_absolute_error: 0.2715, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1985, predictive_accuracy: 0.197, prior_entropy: 2.5803, recall: 0.197, relative_absolute_error: 0.9788, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3894, root_relative_squared_error: 1.0455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5548, f_measure: 0.2085, kappa: 0.0482, kb_relative_information_score: 106.0498, mean_absolute_error: 0.2684, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2151, predictive_accuracy: 0.2083, prior_entropy: 2.5803, recall: 0.2083, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.392, root_relative_squared_error: 1.0526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5508, f_measure: 0.2063, kappa: 0.0467, kb_relative_information_score: 103.3313, mean_absolute_error: 0.2696, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2126, predictive_accuracy: 0.207, prior_entropy: 2.5803, recall: 0.207, relative_absolute_error: 0.9717, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3923, root_relative_squared_error: 1.0534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.56, f_measure: 0.1991, kappa: 0.0427, kb_relative_information_score: 75.4126, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2011, predictive_accuracy: 0.2045, prior_entropy: 2.5803, recall: 0.2045, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3756, root_relative_squared_error: 1.0086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5418, f_measure: 0.195, kappa: 0.0382, kb_relative_information_score: 91.9648, mean_absolute_error: 0.2714, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1969, predictive_accuracy: 0.1982, prior_entropy: 2.5803, recall: 0.1982, relative_absolute_error: 0.9783, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3878, root_relative_squared_error: 1.0412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5481, f_measure: 0.2055, kappa: 0.0439, kb_relative_information_score: 102.5038, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.212, predictive_accuracy: 0.2045, prior_entropy: 2.5803, recall: 0.2045, relative_absolute_error: 0.9735, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3911, root_relative_squared_error: 1.0502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5448, f_measure: 0.2129, kappa: 0.0568, kb_relative_information_score: 97.4826, mean_absolute_error: 0.2709, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2185, predictive_accuracy: 0.2146, prior_entropy: 2.5803, recall: 0.2146, relative_absolute_error: 0.9766, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3899, root_relative_squared_error: 1.0469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5413, f_measure: 0.1998, kappa: 0.0377, kb_relative_information_score: 85.0273, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.202, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9809, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3843, root_relative_squared_error: 1.0319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5435, f_measure: 0.1823, kappa: 0.0176, kb_relative_information_score: 96.0745, mean_absolute_error: 0.2711, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.184, predictive_accuracy: 0.1819, prior_entropy: 2.5803, recall: 0.1819, relative_absolute_error: 0.9773, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3929, root_relative_squared_error: 1.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5438, f_measure: 0.2082, kappa: 0.0486, kb_relative_information_score: 97.9693, mean_absolute_error: 0.2711, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2123, predictive_accuracy: 0.2083, prior_entropy: 2.5803, recall: 0.2083, relative_absolute_error: 0.9771, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3901, root_relative_squared_error: 1.0476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5547, f_measure: 0.1944, kappa: 0.0347, kb_relative_information_score: 77.1978, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1975, predictive_accuracy: 0.197, prior_entropy: 2.5803, recall: 0.197, relative_absolute_error: 0.9817, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3773, root_relative_squared_error: 1.0131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5377, f_measure: 0.1956, kappa: 0.0349, kb_relative_information_score: 90.9173, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.198, predictive_accuracy: 0.1957, prior_entropy: 2.5803, recall: 0.1957, relative_absolute_error: 0.9805, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3887, root_relative_squared_error: 1.0436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.1983, kappa: 0.039, kb_relative_information_score: 77.7404, mean_absolute_error: 0.2726, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2042, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3795, root_relative_squared_error: 1.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5547, f_measure: 0.1944, kappa: 0.0347, kb_relative_information_score: 77.1978, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1975, predictive_accuracy: 0.197, prior_entropy: 2.5803, recall: 0.197, relative_absolute_error: 0.9817, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3773, root_relative_squared_error: 1.0131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5506, f_measure: 0.1824, kappa: 0.0179, kb_relative_information_score: 76.9574, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1868, predictive_accuracy: 0.1832, prior_entropy: 2.5803, recall: 0.1832, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3782, root_relative_squared_error: 1.0156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5492, f_measure: 0.1802, kappa: 0.0151, kb_relative_information_score: 77.7056, mean_absolute_error: 0.2726, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1845, predictive_accuracy: 0.1807, prior_entropy: 2.5803, recall: 0.1807, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3792, root_relative_squared_error: 1.0182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5615, f_measure: 0.195, kappa: 0.0318, kb_relative_information_score: 78.9829, mean_absolute_error: 0.2716, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1984, predictive_accuracy: 0.1957, prior_entropy: 2.5803, recall: 0.1957, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3759, root_relative_squared_error: 1.0092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5486, f_measure: 0.2052, kappa: 0.0441, kb_relative_information_score: 101.3283, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2109, predictive_accuracy: 0.2045, prior_entropy: 2.5803, recall: 0.2045, relative_absolute_error: 0.9736, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3906, root_relative_squared_error: 1.0487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5589, f_measure: 0.1961, kappa: 0.0357, kb_relative_information_score: 76.7656, mean_absolute_error: 0.2722, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1981, predictive_accuracy: 0.1982, prior_entropy: 2.5803, recall: 0.1982, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3761, root_relative_squared_error: 1.0098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.1895, kappa: 0.0284, kb_relative_information_score: 100.8658, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1931, predictive_accuracy: 0.1907, prior_entropy: 2.5803, recall: 0.1907, relative_absolute_error: 0.9736, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3976, root_relative_squared_error: 1.0675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5642, f_measure: 0.195, kappa: 0.035, kb_relative_information_score: 76.663, mean_absolute_error: 0.2718, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2007, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9798, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3751, root_relative_squared_error: 1.0073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5492, f_measure: 0.1802, kappa: 0.0151, kb_relative_information_score: 77.7056, mean_absolute_error: 0.2726, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1845, predictive_accuracy: 0.1807, prior_entropy: 2.5803, recall: 0.1807, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3792, root_relative_squared_error: 1.0182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.1983, kappa: 0.039, kb_relative_information_score: 77.7404, mean_absolute_error: 0.2726, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2042, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3795, root_relative_squared_error: 1.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5439, f_measure: 0.2122, kappa: 0.0531, kb_relative_information_score: 97.5297, mean_absolute_error: 0.2711, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2163, predictive_accuracy: 0.212, prior_entropy: 2.5803, recall: 0.212, relative_absolute_error: 0.9774, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3896, root_relative_squared_error: 1.0462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5394, f_measure: 0.1999, kappa: 0.0399, kb_relative_information_score: 92.0734, mean_absolute_error: 0.2716, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.206, predictive_accuracy: 0.2008, prior_entropy: 2.5803, recall: 0.2008, relative_absolute_error: 0.9792, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3879, root_relative_squared_error: 1.0415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5442, f_measure: 0.1976, kappa: 0.0353, kb_relative_information_score: 84.1262, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2011, predictive_accuracy: 0.197, prior_entropy: 2.5803, recall: 0.197, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3826, root_relative_squared_error: 1.0272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5426, f_measure: 0.1805, kappa: 0.0138, kb_relative_information_score: 77.1827, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1854, predictive_accuracy: 0.1794, prior_entropy: 2.5803, recall: 0.1794, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3815, root_relative_squared_error: 1.0244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5506, f_measure: 0.1824, kappa: 0.0179, kb_relative_information_score: 76.9574, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1868, predictive_accuracy: 0.1832, prior_entropy: 2.5803, recall: 0.1832, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3782, root_relative_squared_error: 1.0156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5593, f_measure: 0.1974, kappa: 0.0359, kb_relative_information_score: 77.6062, mean_absolute_error: 0.2718, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2027, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9799, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3759, root_relative_squared_error: 1.0093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5557, f_measure: 0.1908, kappa: 0.0276, kb_relative_information_score: 77.1108, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1933, predictive_accuracy: 0.192, prior_entropy: 2.5803, recall: 0.192, relative_absolute_error: 0.9809, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3768, root_relative_squared_error: 1.0118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5589, f_measure: 0.1961, kappa: 0.0357, kb_relative_information_score: 76.7656, mean_absolute_error: 0.2722, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1981, predictive_accuracy: 0.1982, prior_entropy: 2.5803, recall: 0.1982, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3761, root_relative_squared_error: 1.0098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.56, f_measure: 0.1991, kappa: 0.0427, kb_relative_information_score: 75.4126, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2011, predictive_accuracy: 0.2045, prior_entropy: 2.5803, recall: 0.2045, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3756, root_relative_squared_error: 1.0086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5593, f_measure: 0.1974, kappa: 0.0359, kb_relative_information_score: 77.6062, mean_absolute_error: 0.2718, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2027, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9799, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3759, root_relative_squared_error: 1.0093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5391, f_measure: 0.199, kappa: 0.037, kb_relative_information_score: 105.9374, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2088, predictive_accuracy: 0.1982, prior_entropy: 2.5803, recall: 0.1982, relative_absolute_error: 0.9736, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3987, root_relative_squared_error: 1.0704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5426, f_measure: 0.1805, kappa: 0.0138, kb_relative_information_score: 77.1827, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1854, predictive_accuracy: 0.1794, prior_entropy: 2.5803, recall: 0.1794, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3815, root_relative_squared_error: 1.0244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.166, kappa: -0.0034, kb_relative_information_score: 81.8476, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1718, predictive_accuracy: 0.1656, prior_entropy: 2.5803, recall: 0.1656, relative_absolute_error: 0.9835, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3834, root_relative_squared_error: 1.0295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5642, f_measure: 0.195, kappa: 0.035, kb_relative_information_score: 76.663, mean_absolute_error: 0.2718, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2007, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9798, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3751, root_relative_squared_error: 1.0073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5426, f_measure: 0.1805, kappa: 0.0138, kb_relative_information_score: 77.1827, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.1854, predictive_accuracy: 0.1794, prior_entropy: 2.5803, recall: 0.1794, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3815, root_relative_squared_error: 1.0244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.1983, kappa: 0.039, kb_relative_information_score: 77.7404, mean_absolute_error: 0.2726, mean_prior_absolute_error: 0.2774, number_of_instances: 797, precision: 0.2042, predictive_accuracy: 0.1995, prior_entropy: 2.5803, recall: 0.1995, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 0.3724, root_mean_squared_error: 0.3795, root_relative_squared_error: 1.019,

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