Task
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: 0.499, 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: 1802.9424, usercpu_time_millis: 2.301, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 2.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.9463, kappa: 0.7618, kb_relative_information_score: 1977.3544, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9523, predictive_accuracy: 0.9506, prior_entropy: 0.5848, recall: 0.9506, relative_absolute_error: 0.4466, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.5837, scimark_benchmark: 1800.0047, usercpu_time_millis: 2.599, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9141, f_measure: 0.8471, kappa: 0.2657, kb_relative_information_score: 893.0916, mean_absolute_error: 0.1944, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8916, predictive_accuracy: 0.8835, prior_entropy: 0.5848, recall: 0.8835, relative_absolute_error: 0.8067, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2884, root_relative_squared_error: 0.8313, scimark_benchmark: 1721.3328, usercpu_time_millis: 2.07, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 1.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.9589, kappa: 0.8207, kb_relative_information_score: 2257.3557, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.962, predictive_accuracy: 0.9613, prior_entropy: 0.5848, recall: 0.9613, relative_absolute_error: 0.3469, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.5163, scimark_benchmark: 1732.3049, usercpu_time_millis: 3.85, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 3.691,
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: 1854.4431, usercpu_time_millis: 2.14, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 1.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9536, kappa: 0.7955, kb_relative_information_score: 2122.3332, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9579, predictive_accuracy: 0.9567, prior_entropy: 0.5848, recall: 0.9567, relative_absolute_error: 0.4147, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.547, scimark_benchmark: 1853.9121, usercpu_time_millis: 3.754, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 3.595,
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: 1849.0944, usercpu_time_millis: 2.186, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 2.025,
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: 1716.0319, usercpu_time_millis: 2.137, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 1.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.9665, kappa: 0.855, kb_relative_information_score: 2403.4366, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9684, predictive_accuracy: 0.968, prior_entropy: 0.5848, recall: 0.968, relative_absolute_error: 0.2931, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.483, scimark_benchmark: 1803.893, usercpu_time_millis: 5.527, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 5.354,
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: 1836.1651, usercpu_time_millis: 2.112, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 1.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5949, f_measure: 0.7953, kb_relative_information_score: 1.786, 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: 0.3469, root_relative_squared_error: 0.9999, scimark_benchmark: 1730.591, usercpu_time_millis: 2.167, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 2.009,
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: 1722.6597, usercpu_time_millis: 2.287, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 2.112,
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: 1855.5541, usercpu_time_millis: 2.122, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 1.978,
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: 1846.6923, usercpu_time_millis: 2.012, usercpu_time_millis_testing: 0.146, usercpu_time_millis_training: 1.866,
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: 1716.99, usercpu_time_millis: 2.407, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 2.22,
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: 1846.6923, usercpu_time_millis: 2.044, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 1.895,
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: 1726.9824, usercpu_time_millis: 2.289, usercpu_time_millis_testing: 0.17, 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: 1846.6572, usercpu_time_millis: 2.022, usercpu_time_millis_testing: 0.142, usercpu_time_millis_training: 1.88,
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: 1851.8567, usercpu_time_millis: 2.173, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 2.014,
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: 1850.8185, usercpu_time_millis: 2.167, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 2.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, f_measure: 0.9373, kappa: 0.7187, kb_relative_information_score: 1827.9426, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9458, predictive_accuracy: 0.9433, prior_entropy: 0.5848, recall: 0.9433, relative_absolute_error: 0.511, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.6175, scimark_benchmark: 1726.9824, usercpu_time_millis: 2.428, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.9665, kappa: 0.855, kb_relative_information_score: 2395.48, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9684, predictive_accuracy: 0.968, prior_entropy: 0.5848, recall: 0.968, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.4851, scimark_benchmark: 1849.2344, usercpu_time_millis: 3.405, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 3.256,
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: 1878.8546, usercpu_time_millis: 3.7, usercpu_time_millis_testing: 0.215, usercpu_time_millis_training: 3.485,
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: 1874.3848, usercpu_time_millis: 3.69, usercpu_time_millis_testing: 0.219, usercpu_time_millis_training: 3.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.9224, kappa: 0.6467, kb_relative_information_score: 1652.0128, mean_absolute_error: 0.1378, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9354, predictive_accuracy: 0.9317, prior_entropy: 0.5848, recall: 0.9317, relative_absolute_error: 0.5718, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.229, root_relative_squared_error: 0.6599, scimark_benchmark: 1852.9988, usercpu_time_millis: 2.043, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 1.896,
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: 1840.1236, usercpu_time_millis: 2.38, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 2.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.8275, kappa: 0.1649, kb_relative_information_score: 768.7589, mean_absolute_error: 0.2034, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8823, predictive_accuracy: 0.8737, prior_entropy: 0.5848, recall: 0.8737, relative_absolute_error: 0.8441, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.8607, scimark_benchmark: 1719.131, usercpu_time_millis: 2.186, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 2.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.9551, kappa: 0.8033, kb_relative_information_score: 2144.0755, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9587, predictive_accuracy: 0.9579, prior_entropy: 0.5848, recall: 0.9579, relative_absolute_error: 0.3864, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5439, scimark_benchmark: 1835.6503, usercpu_time_millis: 3.389, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 3.213,
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: 787.8104, usercpu_time_millis: 3.359, usercpu_time_millis_testing: 0.244, usercpu_time_millis_training: 3.115,
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: 787.8104, usercpu_time_millis: 3.393, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 3.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.7953, kb_relative_information_score: 242.7173, mean_absolute_error: 0.232, 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: 0.9628, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3346, root_relative_squared_error: 0.9644, scimark_benchmark: 1714.1973, usercpu_time_millis: 2.087, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 1.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8319, kappa: 0.1872, kb_relative_information_score: 821.3424, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8849, predictive_accuracy: 0.8759, prior_entropy: 0.5848, recall: 0.8759, relative_absolute_error: 0.8288, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.8482, scimark_benchmark: 1718.7337, usercpu_time_millis: 2.328, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 2.142,
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: 1728.0291, usercpu_time_millis: 2.222, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 2.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9617, kappa: 0.8333, kb_relative_information_score: 2325.166, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9643, predictive_accuracy: 0.9637, prior_entropy: 0.5848, recall: 0.9637, relative_absolute_error: 0.3314, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1731, root_relative_squared_error: 0.499, scimark_benchmark: 1853.9121, usercpu_time_millis: 9.096, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 8.946,
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: 2.274, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 2.11,
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: 1733.8252, usercpu_time_millis: 2.134, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 1.979,
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: 789.0044, usercpu_time_millis: 4.255, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 3.961,
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: 1853.9121, usercpu_time_millis: 2.162, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 2.001,
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: 1716.4871, usercpu_time_millis: 2.367, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8058, kappa: 0.0536, kb_relative_information_score: 604.5074, mean_absolute_error: 0.2132, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8665, predictive_accuracy: 0.864, prior_entropy: 0.5848, recall: 0.864, relative_absolute_error: 0.8848, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3106, root_relative_squared_error: 0.8951, scimark_benchmark: 1728.767, usercpu_time_millis: 2.211, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 2.042,
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: 2.293, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 2.135,
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: 788.5077, usercpu_time_millis: 4.423, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 4.124,
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: 787.8104, usercpu_time_millis: 4.401, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 4.106,
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: 1723.5031, usercpu_time_millis: 2.362, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 2.182,
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: 1849.9051, usercpu_time_millis: 2.17, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 2.012,
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: 2.182, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 2.023,
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: 2.034, usercpu_time_millis_testing: 0.146, usercpu_time_millis_training: 1.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.9623, kappa: 0.8361, kb_relative_information_score: 2307.1034, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.965, predictive_accuracy: 0.9643, prior_entropy: 0.5848, recall: 0.9643, relative_absolute_error: 0.3318, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.5033, scimark_benchmark: 1719.9254, usercpu_time_millis: 4.345, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 4.166,
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: 1713.6752, usercpu_time_millis: 2.508, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 2.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.8245, kappa: 0.1494, kb_relative_information_score: 729.6417, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8832, predictive_accuracy: 0.8725, prior_entropy: 0.5848, recall: 0.8725, relative_absolute_error: 0.8536, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.8683, scimark_benchmark: 787.8104, usercpu_time_millis: 4.309, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 4.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.9582, kappa: 0.8171, kb_relative_information_score: 2235.709, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9615, predictive_accuracy: 0.9607, prior_entropy: 0.5848, recall: 0.9607, relative_absolute_error: 0.3592, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.5196, scimark_benchmark: 1732.8983, usercpu_time_millis: 3.474, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 3.315,
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: 1848.2024, usercpu_time_millis: 2.11, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 1.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.9411, kappa: 0.7367, kb_relative_information_score: 1891.5944, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9486, predictive_accuracy: 0.9463, prior_entropy: 0.5848, recall: 0.9463, relative_absolute_error: 0.4924, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.209, root_relative_squared_error: 0.6024, scimark_benchmark: 1730.7008, usercpu_time_millis: 2.685, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 2.521,
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: 2.16, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 1.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.9244, kappa: 0.6565, kb_relative_information_score: 1683.2295, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9367, predictive_accuracy: 0.9332, prior_entropy: 0.5848, recall: 0.9332, relative_absolute_error: 0.5636, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.6524, scimark_benchmark: 1731.9625, usercpu_time_millis: 2.247, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 2.089,
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: 799.6024, usercpu_time_millis: 3.18, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 2.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9644, kappa: 0.8458, kb_relative_information_score: 2372.8661, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9666, predictive_accuracy: 0.9661, prior_entropy: 0.5848, recall: 0.9661, relative_absolute_error: 0.3116, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.4882, scimark_benchmark: 1718.7337, usercpu_time_millis: 6.674, usercpu_time_millis_testing: 0.188, usercpu_time_millis_training: 6.486,
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: 1843.1016, usercpu_time_millis: 2.12, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 1.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9275, kappa: 0.6713, kb_relative_information_score: 1709.7186, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9392, predictive_accuracy: 0.9357, prior_entropy: 0.5848, recall: 0.9357, relative_absolute_error: 0.5682, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.6499, scimark_benchmark: 787.8104, usercpu_time_millis: 7.151, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 6.86,
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: 1720.4369, usercpu_time_millis: 2.404, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 2.222,
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: 1724.5906, usercpu_time_millis: 2.217, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 2.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6872, f_measure: 0.7953, kb_relative_information_score: 237.4737, mean_absolute_error: 0.232, 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: 0.9629, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.335, root_relative_squared_error: 0.9654, scimark_benchmark: 1715.5791, usercpu_time_millis: 2.388, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 2.191,
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: 1830.2412, usercpu_time_millis: 2.431, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 2.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.9624, kappa: 0.8364, kb_relative_information_score: 2304.2746, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9649, predictive_accuracy: 0.9643, prior_entropy: 0.5848, recall: 0.9643, relative_absolute_error: 0.3287, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.5058, scimark_benchmark: 1720.8898, usercpu_time_millis: 3.786, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 3.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7412, f_measure: 0.7953, kb_relative_information_score: 155.1316, mean_absolute_error: 0.2354, 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: 0.977, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3395, root_relative_squared_error: 0.9785, scimark_benchmark: 1726.6452, usercpu_time_millis: 2.057, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 1.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6493, f_measure: 0.7953, kb_relative_information_score: 21.598, mean_absolute_error: 0.2401, 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: 0.9965, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.9974, scimark_benchmark: 1726.1218, usercpu_time_millis: 2.4, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 2.222,
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: 1722.2536, usercpu_time_millis: 2.26, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.088,
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: 1727.1069, usercpu_time_millis: 2.349, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.177,
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: 1728.3663, usercpu_time_millis: 2.467, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.8004, kappa: 0.0259, kb_relative_information_score: 629.5546, mean_absolute_error: 0.2115, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8812, predictive_accuracy: 0.8622, prior_entropy: 0.5848, recall: 0.8622, relative_absolute_error: 0.8779, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.8889, scimark_benchmark: 1727.1069, usercpu_time_millis: 2.334, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 2.156,
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: 1724.7601, usercpu_time_millis: 2.49, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 2.306,
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: 1833.5994, usercpu_time_millis: 2.492, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 2.299,
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: 1827.198, usercpu_time_millis: 2.494, usercpu_time_millis_testing: 0.191, usercpu_time_millis_training: 2.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.9627, kappa: 0.8377, kb_relative_information_score: 2304.4757, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9653, predictive_accuracy: 0.9646, prior_entropy: 0.5848, recall: 0.9646, relative_absolute_error: 0.3341, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1747, root_relative_squared_error: 0.5034, scimark_benchmark: 1845.7061, usercpu_time_millis: 3.861, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 3.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, f_measure: 0.7953, kb_relative_information_score: 55.947, mean_absolute_error: 0.239, 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: 0.9918, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.9926, scimark_benchmark: 1826.5537, usercpu_time_millis: 2.407, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 2.208,
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: 789.3037, usercpu_time_millis: 3.237, usercpu_time_millis_testing: 0.238, usercpu_time_millis_training: 2.999,
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: 1717.9445, usercpu_time_millis: 2.421, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 2.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8683, kappa: 0.3744, kb_relative_information_score: 1137.461, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9031, predictive_accuracy: 0.8954, prior_entropy: 0.5848, recall: 0.8954, relative_absolute_error: 0.7359, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.27, root_relative_squared_error: 0.7782, scimark_benchmark: 1720.9016, usercpu_time_millis: 2.326, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 2.147,
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: 1839.1443, usercpu_time_millis: 2.393, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 2.21,
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: 1836.52, usercpu_time_millis: 2.413, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 2.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.9571, kappa: 0.8123, kb_relative_information_score: 2208.8373, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9607, predictive_accuracy: 0.9597, prior_entropy: 0.5848, recall: 0.9597, relative_absolute_error: 0.3664, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.183, root_relative_squared_error: 0.5273, scimark_benchmark: 1722.1512, usercpu_time_millis: 3.813, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 3.633,
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: 1734.6706, usercpu_time_millis: 2.259, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, f_measure: 0.8915, kappa: 0.5876, kb_relative_information_score: 1356.6318, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9069, predictive_accuracy: 0.8835, prior_entropy: 0.5848, recall: 0.8835, relative_absolute_error: 0.5008, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.6551, scimark_benchmark: 1848.7304, usercpu_time_millis: 94.716, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 94.531,
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: 1845.1363, usercpu_time_millis: 2.774, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 2.612,
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: 2.276, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 2.102,
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: 2.278, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 2.104,
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: 1727.1069, usercpu_time_millis: 2.184, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 2.021,
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: 1849.3014, usercpu_time_millis: 2.234, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 2.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9714, kappa: 0.8779, kb_relative_information_score: 2623.4097, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.972, predictive_accuracy: 0.9722, prior_entropy: 0.5848, recall: 0.9722, relative_absolute_error: 0.1938, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1501, root_relative_squared_error: 0.4325, scimark_benchmark: 1850.8185, usercpu_time_millis: 27.003, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 26.856,
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: 1718.6781, usercpu_time_millis: 2.475, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 2.285,
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: 1715.6891, usercpu_time_millis: 2.5, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 2.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.9658, kappa: 0.8522, kb_relative_information_score: 2456.9664, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9677, predictive_accuracy: 0.9674, prior_entropy: 0.5848, recall: 0.9674, relative_absolute_error: 0.2729, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.4716, scimark_benchmark: 788.4134, usercpu_time_millis: 24.384, usercpu_time_millis_testing: 0.248, usercpu_time_millis_training: 24.136,
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: 1835.093, usercpu_time_millis: 2.507, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 2.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.9511, kappa: 0.7843, kb_relative_information_score: 2074.5422, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9558, predictive_accuracy: 0.9546, prior_entropy: 0.5848, recall: 0.9546, relative_absolute_error: 0.4137, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.56, scimark_benchmark: 1717.8303, usercpu_time_millis: 3.454, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 3.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.8766, kappa: 0.4169, kb_relative_information_score: 1254.3759, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9085, predictive_accuracy: 0.9006, prior_entropy: 0.5848, recall: 0.9006, relative_absolute_error: 0.7143, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.7571, scimark_benchmark: 788.9657, usercpu_time_millis: 3.785, usercpu_time_millis_testing: 0.237, usercpu_time_millis_training: 3.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.9091, kappa: 0.581, kb_relative_information_score: 1448.2567, mean_absolute_error: 0.1555, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9267, predictive_accuracy: 0.9219, prior_entropy: 0.5848, recall: 0.9219, relative_absolute_error: 0.6454, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2458, root_relative_squared_error: 0.7084, scimark_benchmark: 1827.2446, usercpu_time_millis: 2.529, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 2.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.9508, kappa: 0.7827, kb_relative_information_score: 2043.0034, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9555, predictive_accuracy: 0.9543, prior_entropy: 0.5848, recall: 0.9543, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.5679, scimark_benchmark: 1839.0605, usercpu_time_millis: 3.528, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 3.357,
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: 1824.7316, usercpu_time_millis: 2.894, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 2.723,
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: 1734.2663, usercpu_time_millis: 2.157, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 2.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.7953, kb_relative_information_score: 592.9821, mean_absolute_error: 0.2136, 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: 0.8864, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3111, root_relative_squared_error: 0.8965, scimark_benchmark: 788.9657, usercpu_time_millis: 3.157, usercpu_time_millis_testing: 0.241, usercpu_time_millis_training: 2.916,

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