OpenML
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 6566 Supervised Classification Internet-Advertisements 25422 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

25422 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: 0.88, f_measure: 0.8691, kappa: 0.3823, kb_relative_information_score: 745.0816, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8928, predictive_accuracy: 0.8939, prior_entropy: 0.5848, recall: 0.8939, relative_absolute_error: 0.7175, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2923, root_relative_squared_error: 0.8423, scimark_benchmark: 1853.3841, usercpu_time_millis: 1749.348, usercpu_time_millis_testing: 25.351, usercpu_time_millis_training: 1723.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7881, f_measure: 0.8623, kappa: 0.3439, kb_relative_information_score: 387.9322, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8988, predictive_accuracy: 0.8917, prior_entropy: 0.5848, recall: 0.8917, relative_absolute_error: 0.7344, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.8601, scimark_benchmark: 1846.2342, usercpu_time_millis: 1709.926, usercpu_time_millis_testing: 25.966, usercpu_time_millis_training: 1683.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7882, f_measure: 0.8623, kappa: 0.3439, kb_relative_information_score: 388.0917, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8988, predictive_accuracy: 0.8917, prior_entropy: 0.5848, recall: 0.8917, relative_absolute_error: 0.7344, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.8601, scimark_benchmark: 1857.5664, usercpu_time_millis: 1764.414, usercpu_time_millis_testing: 27.237, usercpu_time_millis_training: 1737.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7671, f_measure: 0.8619, kappa: 0.3414, kb_relative_information_score: 444.801, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9019, predictive_accuracy: 0.892, prior_entropy: 0.5848, recall: 0.892, relative_absolute_error: 0.7443, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3, root_relative_squared_error: 0.8646, scimark_benchmark: 1857.5664, usercpu_time_millis: 1775.593, usercpu_time_millis_testing: 27.25, usercpu_time_millis_training: 1748.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.8673, kappa: 0.3736, kb_relative_information_score: 656.7488, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8908, predictive_accuracy: 0.8927, prior_entropy: 0.5848, recall: 0.8927, relative_absolute_error: 0.7168, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2952, root_relative_squared_error: 0.8509, scimark_benchmark: 1852.1045, usercpu_time_millis: 1800.714, usercpu_time_millis_testing: 26.635, usercpu_time_millis_training: 1774.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.8621, kappa: 0.3437, kb_relative_information_score: 414.7024, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8956, predictive_accuracy: 0.8911, prior_entropy: 0.5848, recall: 0.8911, relative_absolute_error: 0.744, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.8616, scimark_benchmark: 1853.9849, usercpu_time_millis: 1810.929, usercpu_time_millis_testing: 30.196, usercpu_time_millis_training: 1780.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7704, f_measure: 0.8619, kappa: 0.3414, kb_relative_information_score: 289.2149, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9019, predictive_accuracy: 0.892, prior_entropy: 0.5848, recall: 0.892, relative_absolute_error: 0.7626, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.8653, scimark_benchmark: 1850.8185, usercpu_time_millis: 1814.348, usercpu_time_millis_testing: 28.345, usercpu_time_millis_training: 1786.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8179, f_measure: 0.8661, kappa: 0.3668, kb_relative_information_score: 649.6037, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8906, predictive_accuracy: 0.892, prior_entropy: 0.5848, recall: 0.892, relative_absolute_error: 0.7346, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.8616, scimark_benchmark: 1852.9259, usercpu_time_millis: 1796.685, usercpu_time_millis_testing: 24.745, usercpu_time_millis_training: 1771.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.8888, kappa: 0.4839, kb_relative_information_score: 972.7029, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9041, predictive_accuracy: 0.9058, prior_entropy: 0.5848, recall: 0.9058, relative_absolute_error: 0.6139, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2709, root_relative_squared_error: 0.7807, scimark_benchmark: 1858.0974, usercpu_time_millis: 1745.375, usercpu_time_millis_testing: 24.909, usercpu_time_millis_training: 1720.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7859, f_measure: 0.8625, kappa: 0.3449, kb_relative_information_score: 386.453, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9, predictive_accuracy: 0.892, prior_entropy: 0.5848, recall: 0.892, relative_absolute_error: 0.7347, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.86, scimark_benchmark: 1850.2875, usercpu_time_millis: 1826.287, usercpu_time_millis_testing: 27.429, usercpu_time_millis_training: 1798.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.8785, kappa: 0.4321, kb_relative_information_score: 873.4514, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8966, predictive_accuracy: 0.8991, prior_entropy: 0.5848, recall: 0.8991, relative_absolute_error: 0.6538, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2798, root_relative_squared_error: 0.8063, scimark_benchmark: 1849.3014, usercpu_time_millis: 1810.109, usercpu_time_millis_testing: 25.938, usercpu_time_millis_training: 1784.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7691, f_measure: 0.8619, kappa: 0.3414, kb_relative_information_score: 303.6167, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9019, predictive_accuracy: 0.892, prior_entropy: 0.5848, recall: 0.892, relative_absolute_error: 0.7623, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.8656, scimark_benchmark: 1857.1082, usercpu_time_millis: 1825.449, usercpu_time_millis_testing: 28.767, usercpu_time_millis_training: 1796.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7583, f_measure: 0.8619, kappa: 0.3414, kb_relative_information_score: 495.078, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9019, predictive_accuracy: 0.892, prior_entropy: 0.5848, recall: 0.892, relative_absolute_error: 0.7468, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.8666, scimark_benchmark: 1853.3841, usercpu_time_millis: 1813.726, usercpu_time_millis_testing: 28.282, usercpu_time_millis_training: 1785.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.795, f_measure: 0.8621, kappa: 0.3437, kb_relative_information_score: 425.4906, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8956, predictive_accuracy: 0.8911, prior_entropy: 0.5848, recall: 0.8911, relative_absolute_error: 0.7351, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2992, root_relative_squared_error: 0.8625, scimark_benchmark: 1846.0122, usercpu_time_millis: 1814.297, usercpu_time_millis_testing: 26.507, usercpu_time_millis_training: 1787.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.8836, kappa: 0.4586, kb_relative_information_score: 1016.18, mean_absolute_error: 0.1541, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8994, predictive_accuracy: 0.9021, prior_entropy: 0.5848, recall: 0.9021, relative_absolute_error: 0.6397, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.7889, scimark_benchmark: 1853.454, usercpu_time_millis: 1870.624, usercpu_time_millis_testing: 26.203, usercpu_time_millis_training: 1844.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7835, f_measure: 0.8625, kappa: 0.3449, kb_relative_information_score: 386.5631, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9, predictive_accuracy: 0.892, prior_entropy: 0.5848, recall: 0.892, relative_absolute_error: 0.7353, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2983, root_relative_squared_error: 0.8598, scimark_benchmark: 1853.454, usercpu_time_millis: 1890.196, usercpu_time_millis_testing: 29.59, usercpu_time_millis_training: 1860.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7766, f_measure: 0.863, kappa: 0.3468, kb_relative_information_score: 410.2839, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9025, predictive_accuracy: 0.8927, prior_entropy: 0.5848, recall: 0.8927, relative_absolute_error: 0.7378, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.8601, scimark_benchmark: 1854.4951, usercpu_time_millis: 1823.4, usercpu_time_millis_testing: 27.229, usercpu_time_millis_training: 1796.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8709, f_measure: 0.8686, kappa: 0.3792, kb_relative_information_score: 635.5444, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8938, predictive_accuracy: 0.8939, prior_entropy: 0.5848, recall: 0.8939, relative_absolute_error: 0.6982, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.8405, scimark_benchmark: 1842.598, usercpu_time_millis: 1841.028, usercpu_time_millis_testing: 26.596, usercpu_time_millis_training: 1814.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7651, f_measure: 0.8619, kappa: 0.3414, kb_relative_information_score: 320.8068, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9019, predictive_accuracy: 0.892, prior_entropy: 0.5848, recall: 0.892, relative_absolute_error: 0.7634, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.8664, scimark_benchmark: 1854.9533, usercpu_time_millis: 1908.295, usercpu_time_millis_testing: 30.425, usercpu_time_millis_training: 1877.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8046, f_measure: 0.863, kappa: 0.3503, kb_relative_information_score: 538.21, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8899, predictive_accuracy: 0.8905, prior_entropy: 0.5848, recall: 0.8905, relative_absolute_error: 0.7327, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.8625, scimark_benchmark: 1853.9121, usercpu_time_millis: 1932.454, usercpu_time_millis_testing: 28.134, usercpu_time_millis_training: 1904.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8448, f_measure: 0.8678, kappa: 0.3743, kb_relative_information_score: 479.5762, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8956, predictive_accuracy: 0.8939, prior_entropy: 0.5848, recall: 0.8939, relative_absolute_error: 0.7202, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.8453, scimark_benchmark: 1846.6923, usercpu_time_millis: 1917.492, usercpu_time_millis_testing: 29.707, usercpu_time_millis_training: 1887.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.782, f_measure: 0.8628, kappa: 0.3459, kb_relative_information_score: 253.7841, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9012, predictive_accuracy: 0.8923, prior_entropy: 0.5848, recall: 0.8923, relative_absolute_error: 0.7539, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2985, root_relative_squared_error: 0.8603, scimark_benchmark: 1853.9121, usercpu_time_millis: 1927.816, usercpu_time_millis_testing: 30.459, usercpu_time_millis_training: 1897.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7659, f_measure: 0.8619, kappa: 0.3414, kb_relative_information_score: 453.9281, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9019, predictive_accuracy: 0.892, prior_entropy: 0.5848, recall: 0.892, relative_absolute_error: 0.7448, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3001, root_relative_squared_error: 0.865, scimark_benchmark: 1850.2875, usercpu_time_millis: 1955.019, usercpu_time_millis_testing: 30.825, usercpu_time_millis_training: 1924.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.8619, kappa: 0.3414, kb_relative_information_score: 490.9051, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9019, predictive_accuracy: 0.892, prior_entropy: 0.5848, recall: 0.892, relative_absolute_error: 0.7466, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.8665, scimark_benchmark: 1850.2875, usercpu_time_millis: 1952.912, usercpu_time_millis_testing: 30.101, usercpu_time_millis_training: 1922.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.8621, kappa: 0.3437, kb_relative_information_score: 423.3616, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8956, predictive_accuracy: 0.8911, prior_entropy: 0.5848, recall: 0.8911, relative_absolute_error: 0.7351, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2992, root_relative_squared_error: 0.8624, scimark_benchmark: 1850.2875, usercpu_time_millis: 1957.605, usercpu_time_millis_testing: 28.758, usercpu_time_millis_training: 1928.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7779, f_measure: 0.863, kappa: 0.3468, kb_relative_information_score: 239.7438, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9025, predictive_accuracy: 0.8927, prior_entropy: 0.5848, recall: 0.8927, relative_absolute_error: 0.7577, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.8606, scimark_benchmark: 1853.9121, usercpu_time_millis: 1962.702, usercpu_time_millis_testing: 30.34, usercpu_time_millis_training: 1932.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, f_measure: 0.8765, kappa: 0.4196, kb_relative_information_score: 719.3904, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8993, predictive_accuracy: 0.8988, prior_entropy: 0.5848, recall: 0.8988, relative_absolute_error: 0.6641, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2823, root_relative_squared_error: 0.8136, scimark_benchmark: 1854.9533, usercpu_time_millis: 2005.151, usercpu_time_millis_testing: 30.18, usercpu_time_millis_training: 1974.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7758, f_measure: 0.863, kappa: 0.3468, kb_relative_information_score: 415.7904, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9025, predictive_accuracy: 0.8927, prior_entropy: 0.5848, recall: 0.8927, relative_absolute_error: 0.7386, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.8605, scimark_benchmark: 1854.4431, usercpu_time_millis: 2025.21, usercpu_time_millis_testing: 31.336, usercpu_time_millis_training: 1993.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, f_measure: 0.8619, kappa: 0.3414, kb_relative_information_score: 311.4247, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9019, predictive_accuracy: 0.892, prior_entropy: 0.5848, recall: 0.892, relative_absolute_error: 0.7631, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3005, root_relative_squared_error: 0.8661, scimark_benchmark: 1850.2875, usercpu_time_millis: 2031.063, usercpu_time_millis_testing: 30.985, usercpu_time_millis_training: 2000.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8167, f_measure: 0.8666, kappa: 0.3694, kb_relative_information_score: 648.508, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8909, predictive_accuracy: 0.8923, prior_entropy: 0.5848, recall: 0.8923, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.8628, scimark_benchmark: 1851.8567, usercpu_time_millis: 2058.342, usercpu_time_millis_testing: 28.851, usercpu_time_millis_training: 2029.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1922.1248, usercpu_time_millis: 2.361, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1917.2723, usercpu_time_millis: 2.535, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 2.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.8612, kappa: 0.3377, kb_relative_information_score: 1076.4541, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9004, predictive_accuracy: 0.8914, prior_entropy: 0.5848, recall: 0.8914, relative_absolute_error: 0.7619, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2757, root_relative_squared_error: 0.7946, scimark_benchmark: 1943.5859, usercpu_time_millis: 2.03, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 1.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1968.8547, usercpu_time_millis: 2.087, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 1.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1972.4789, usercpu_time_millis: 2.089, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 1.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1892.5251, usercpu_time_millis: 3.502, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 3.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1731.9625, usercpu_time_millis: 2.966, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 2.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1730.591, usercpu_time_millis: 2.148, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 1.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1729.728, usercpu_time_millis: 2.493, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 2.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1883.896, usercpu_time_millis: 3.762, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 3.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5759, f_measure: 0.7953, kb_relative_information_score: 1.6416, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 0.9999, scimark_benchmark: 1888.0805, usercpu_time_millis: 3.859, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 3.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1734.7321, usercpu_time_millis: 2.299, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 2.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1730.1287, usercpu_time_millis: 2.355, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 2.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1731.9625, usercpu_time_millis: 2.353, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 2.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1735.1328, usercpu_time_millis: 2.203, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 2.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.9184, kappa: 0.6267, kb_relative_information_score: 1586.6997, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9327, predictive_accuracy: 0.9286, prior_entropy: 0.5848, recall: 0.9286, relative_absolute_error: 0.6006, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.6756, scimark_benchmark: 1730.1903, usercpu_time_millis: 2.266, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 2.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.9407, kappa: 0.735, kb_relative_information_score: 1875.4732, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9483, predictive_accuracy: 0.946, prior_entropy: 0.5848, recall: 0.946, relative_absolute_error: 0.4874, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.607, scimark_benchmark: 1733.7613, usercpu_time_millis: 2.263, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 2.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.9159, kappa: 0.6144, kb_relative_information_score: 1573.5461, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.931, predictive_accuracy: 0.9268, prior_entropy: 0.5848, recall: 0.9268, relative_absolute_error: 0.5911, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2353, root_relative_squared_error: 0.6782, scimark_benchmark: 1736.0337, usercpu_time_millis: 3.457, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 3.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1808.5734, usercpu_time_millis: 2.101, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 1.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1731.9625, usercpu_time_millis: 4.829, usercpu_time_millis_testing: 0.208, usercpu_time_millis_training: 4.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1807.6907, usercpu_time_millis: 2.453, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 2.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1727.4989, usercpu_time_millis: 2.119, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 1.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1810.2033, usercpu_time_millis: 2.216, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 2.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.9655, kappa: 0.8504, kb_relative_information_score: 2376.1427, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9675, predictive_accuracy: 0.9671, prior_entropy: 0.5848, recall: 0.9671, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.489, scimark_benchmark: 1733.299, usercpu_time_millis: 4.666, usercpu_time_millis_testing: 0.156, usercpu_time_millis_training: 4.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1805.9001, usercpu_time_millis: 2.272, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1914.2249, usercpu_time_millis: 3.771, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 3.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1803.3775, usercpu_time_millis: 2.294, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 2.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1798.0682, usercpu_time_millis: 2.33, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 2.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.9648, kappa: 0.8473, kb_relative_information_score: 2337.407, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9669, predictive_accuracy: 0.9665, prior_entropy: 0.5848, recall: 0.9665, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.4969, scimark_benchmark: 1806.7103, usercpu_time_millis: 4.505, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 4.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.9658, kappa: 0.8519, kb_relative_information_score: 2382.695, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9678, predictive_accuracy: 0.9674, prior_entropy: 0.5848, recall: 0.9674, relative_absolute_error: 0.3009, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.4879, scimark_benchmark: 1910.8832, usercpu_time_millis: 5.156, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 4.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.7953, kb_relative_information_score: 366.4307, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.9426, scimark_benchmark: 1730.1286, usercpu_time_millis: 2.042, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 1.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1731.9625, usercpu_time_millis: 2.131, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 1.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1732.0396, usercpu_time_millis: 2.114, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 1.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1732.3996, usercpu_time_millis: 2.377, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 2.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1730.9952, usercpu_time_millis: 2.39, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 2.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1733.7613, usercpu_time_millis: 2.389, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 2.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9418, f_measure: 0.9273, kappa: 0.6708, kb_relative_information_score: 1668.9239, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9384, predictive_accuracy: 0.9353, prior_entropy: 0.5848, recall: 0.9353, relative_absolute_error: 0.5532, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.6569, scimark_benchmark: 1853.9121, usercpu_time_millis: 2.026, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 1.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9641, kappa: 0.8445, kb_relative_information_score: 2370.1815, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9662, predictive_accuracy: 0.9658, prior_entropy: 0.5848, recall: 0.9658, relative_absolute_error: 0.3116, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.4888, scimark_benchmark: 1731.0556, usercpu_time_millis: 12.022, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 11.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1849.8294, usercpu_time_millis: 2.22, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 2.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1730.1287, usercpu_time_millis: 2.221, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 2.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1730.591, usercpu_time_millis: 2.252, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 2.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1731.0996, usercpu_time_millis: 2.377, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 2.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1733.299, usercpu_time_millis: 2.392, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 2.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1857.0384, usercpu_time_millis: 2.329, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1850.2875, usercpu_time_millis: 2.19, usercpu_time_millis_testing: 0.156, usercpu_time_millis_training: 2.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1849.7595, usercpu_time_millis: 2.191, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 2.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.9253, kappa: 0.6604, kb_relative_information_score: 1658.8501, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9373, predictive_accuracy: 0.9338, prior_entropy: 0.5848, recall: 0.9338, relative_absolute_error: 0.5782, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.6581, scimark_benchmark: 1730.591, usercpu_time_millis: 2.569, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 2.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1730.591, usercpu_time_millis: 2.254, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 2.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1849.7595, usercpu_time_millis: 2.373, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1848.7304, usercpu_time_millis: 2.378, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 2.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.9478, kappa: 0.7686, kb_relative_information_score: 1998.4111, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9534, predictive_accuracy: 0.9518, prior_entropy: 0.5848, recall: 0.9518, relative_absolute_error: 0.4528, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.577, scimark_benchmark: 1853.9121, usercpu_time_millis: 2.961, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 2.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1730.1287, usercpu_time_millis: 2.485, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 2.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.9568, kappa: 0.8106, kb_relative_information_score: 2189.3758, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9604, predictive_accuracy: 0.9594, prior_entropy: 0.5848, recall: 0.9594, relative_absolute_error: 0.3763, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.5311, scimark_benchmark: 1849.7595, usercpu_time_millis: 3.241, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 3.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1846.1643, usercpu_time_millis: 2.376, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.9603, kappa: 0.8267, kb_relative_information_score: 2264.7883, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9633, predictive_accuracy: 0.9625, prior_entropy: 0.5848, recall: 0.9625, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.5127, scimark_benchmark: 1733.299, usercpu_time_millis: 4.006, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 3.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1731.163, usercpu_time_millis: 2.372, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 2.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.8499, kappa: 0.2803, kb_relative_information_score: 892.13, mean_absolute_error: 0.1937, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8932, predictive_accuracy: 0.885, prior_entropy: 0.5848, recall: 0.885, relative_absolute_error: 0.804, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2881, root_relative_squared_error: 0.8303, scimark_benchmark: 1735.7557, usercpu_time_millis: 2.282, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1733.7613, usercpu_time_millis: 2.4, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1731.9373, usercpu_time_millis: 2.284, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 2.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1733.299, usercpu_time_millis: 2.214, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 2.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1733.7613, usercpu_time_millis: 2.364, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8688, kappa: 0.3771, kb_relative_information_score: 1110.5576, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9034, predictive_accuracy: 0.8957, prior_entropy: 0.5848, recall: 0.8957, relative_absolute_error: 0.7494, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.7858, scimark_benchmark: 1735.1328, usercpu_time_millis: 2.119, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 1.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, f_measure: 0.8989, kappa: 0.5295, kb_relative_information_score: 1435.5333, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.921, predictive_accuracy: 0.9149, prior_entropy: 0.5848, recall: 0.9149, relative_absolute_error: 0.6568, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.7132, scimark_benchmark: 1733.7613, usercpu_time_millis: 2.592, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 2.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1733.3606, usercpu_time_millis: 2.218, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 2.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1730.591, usercpu_time_millis: 2.381, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.9172, kappa: 0.6214, kb_relative_information_score: 1538.5477, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9315, predictive_accuracy: 0.9277, prior_entropy: 0.5848, recall: 0.9277, relative_absolute_error: 0.5947, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.238, root_relative_squared_error: 0.686, scimark_benchmark: 1733.7613, usercpu_time_millis: 2.168, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 2.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1730.1287, usercpu_time_millis: 2.297, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 2.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1735.1328, usercpu_time_millis: 2.296, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 2.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1733.299, usercpu_time_millis: 2.139, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 1.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1736.9559, usercpu_time_millis: 2.145, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 1.991,

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