Task
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 34536 Supervised Classification Internet-Advertisements 57663 runs submitted
0 likes downloaded by 2 people , 6 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

57663 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: 1849.8294, usercpu_time_millis: 2.618, usercpu_time_millis_testing: 0.203, usercpu_time_millis_training: 2.415,
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: 1851.3986, usercpu_time_millis: 2.623, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 2.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9417, f_measure: 0.8823, kappa: 0.4459, kb_relative_information_score: 1264.3193, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9108, predictive_accuracy: 0.9039, prior_entropy: 0.5848, recall: 0.9039, relative_absolute_error: 0.6931, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.7487, scimark_benchmark: 1854.9533, usercpu_time_millis: 2.518, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 2.321,
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: 2.647, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 2.446,
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: 1839.6597, usercpu_time_millis: 1.995, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 1.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, f_measure: 0.9665, kappa: 0.855, kb_relative_information_score: 2386.1761, mean_absolute_error: 0.0728, 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: 0.302, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.4856, scimark_benchmark: 1841.5944, usercpu_time_millis: 4.802, usercpu_time_millis_testing: 0.156, usercpu_time_millis_training: 4.646,
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: 1729.2113, usercpu_time_millis: 2.096, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 1.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.8022, kappa: 0.0356, kb_relative_information_score: 651.3873, mean_absolute_error: 0.2107, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8585, predictive_accuracy: 0.8625, prior_entropy: 0.5848, recall: 0.8625, relative_absolute_error: 0.8746, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3071, root_relative_squared_error: 0.8852, scimark_benchmark: 1829.0374, usercpu_time_millis: 2.047, usercpu_time_millis_testing: 0.16, 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: 1850.3603, 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: 0.499, 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: 1827.287, usercpu_time_millis: 2.103, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 1.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.9548, kappa: 0.8017, kb_relative_information_score: 2152.5084, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9584, predictive_accuracy: 0.9576, prior_entropy: 0.5848, recall: 0.9576, relative_absolute_error: 0.3835, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.188, root_relative_squared_error: 0.5418, scimark_benchmark: 1840.5146, usercpu_time_millis: 3.255, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 3.085,
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: 1829.1442, usercpu_time_millis: 2.301, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 2.134,
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: 1822.3184, usercpu_time_millis: 2.318, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 2.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.9564, kappa: 0.809, kb_relative_information_score: 2181.4535, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9601, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.3764, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.5341, scimark_benchmark: 1825.1897, usercpu_time_millis: 3.503, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 3.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9651, kappa: 0.8488, kb_relative_information_score: 2382.0516, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9672, predictive_accuracy: 0.9668, prior_entropy: 0.5848, recall: 0.9668, relative_absolute_error: 0.3073, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.4862, scimark_benchmark: 1729.2809, usercpu_time_millis: 6.775, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 6.593,
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: 1836.6101, usercpu_time_millis: 2.256, usercpu_time_millis_testing: 0.167, 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: 1840.1194, usercpu_time_millis: 2.309, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 2.136,
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: 1850.3603, usercpu_time_millis: 2.317, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 2.148,
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: 1856.5402, usercpu_time_millis: 2.352, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 2.178,
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: 1855.0232, usercpu_time_millis: 2.376, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 2.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.9568, kappa: 0.8106, kb_relative_information_score: 2185.5948, mean_absolute_error: 0.0911, 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: 0.378, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.5318, scimark_benchmark: 1834.9527, usercpu_time_millis: 3.427, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 3.261,
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: 2.489, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 2.293,
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: 2.16, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 2.005,
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: 2.494, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 2.294,
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: 1853.454, usercpu_time_millis: 2.493, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 2.314,
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: 2.505, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 2.32,
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: 1853.0716, usercpu_time_millis: 2.443, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 2.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9617, kappa: 0.833, kb_relative_information_score: 2281.5425, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9644, predictive_accuracy: 0.9637, prior_entropy: 0.5848, recall: 0.9637, relative_absolute_error: 0.3523, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.5092, scimark_benchmark: 1850.8185, usercpu_time_millis: 5.387, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 5.205,
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: 2.258, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 2.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.9571, kappa: 0.8119, kb_relative_information_score: 2170.9258, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9608, predictive_accuracy: 0.9597, prior_entropy: 0.5848, recall: 0.9597, relative_absolute_error: 0.3981, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.5355, scimark_benchmark: 1851.3986, usercpu_time_millis: 5.036, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 4.86,
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: 1843.0403, usercpu_time_millis: 2.01, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 1.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6784, f_measure: 0.7953, kb_relative_information_score: 32.8732, mean_absolute_error: 0.2398, 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: 0.9952, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3456, root_relative_squared_error: 0.9959, scimark_benchmark: 1840.0896, usercpu_time_millis: 2.03, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 1.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.9228, kappa: 0.6486, kb_relative_information_score: 1618.9611, mean_absolute_error: 0.1437, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9356, predictive_accuracy: 0.932, prior_entropy: 0.5848, recall: 0.932, relative_absolute_error: 0.5965, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.6689, scimark_benchmark: 1725.1964, usercpu_time_millis: 2.737, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.565,
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: 2.131, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 1.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8858, f_measure: 0.7968, kappa: 0.0075, kb_relative_information_score: 628.1883, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8801, predictive_accuracy: 0.8606, prior_entropy: 0.5848, recall: 0.8606, relative_absolute_error: 0.8763, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3083, root_relative_squared_error: 0.8886, scimark_benchmark: 1853.9121, usercpu_time_millis: 2.058, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 1.901,
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: 1853.0716, usercpu_time_millis: 2.21, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 2.046,
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: 1838.2372, usercpu_time_millis: 2.254, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.082,
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: 2.424, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 2.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.9204, kappa: 0.6367, kb_relative_information_score: 1626.8901, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.934, predictive_accuracy: 0.9302, prior_entropy: 0.5848, recall: 0.9302, relative_absolute_error: 0.5865, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.666, scimark_benchmark: 1732.7091, usercpu_time_millis: 2.395, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 2.217,
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: 1735.5975, usercpu_time_millis: 2.424, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 2.238,
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: 2.455, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 2.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.816, kappa: 0.1059, kb_relative_information_score: 700.02, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8776, predictive_accuracy: 0.8686, prior_entropy: 0.5848, recall: 0.8686, relative_absolute_error: 0.8617, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3035, root_relative_squared_error: 0.8747, scimark_benchmark: 1735.8794, usercpu_time_millis: 2.242, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 2.063,
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: 1732.3049, usercpu_time_millis: 2.4, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 2.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.8899, kappa: 0.4845, kb_relative_information_score: 1182.1951, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9151, predictive_accuracy: 0.9088, prior_entropy: 0.5848, recall: 0.9088, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2655, root_relative_squared_error: 0.7652, scimark_benchmark: 1836.6228, usercpu_time_millis: 2.205, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.7995, kappa: 0.0216, kb_relative_information_score: 582.1304, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8609, predictive_accuracy: 0.8615, prior_entropy: 0.5848, recall: 0.8615, relative_absolute_error: 0.8911, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3121, root_relative_squared_error: 0.8996, scimark_benchmark: 1836.1697, usercpu_time_millis: 2.212, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 2.036,
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: 1732.5611, 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: 0.499, 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: 1848.916, usercpu_time_millis: 2.167, usercpu_time_millis_testing: 0.161, 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: 1723.9214, usercpu_time_millis: 2.366, usercpu_time_millis_testing: 0.189, 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: 1849.3014, usercpu_time_millis: 2.172, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 2.007,
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: 1837.1955, usercpu_time_millis: 2.208, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 2.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9655, kappa: 0.851, kb_relative_information_score: 2442.3989, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9673, predictive_accuracy: 0.9671, prior_entropy: 0.5848, recall: 0.9671, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.4738, scimark_benchmark: 1851.3688, usercpu_time_millis: 13.454, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 13.288,
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: 1843.5215, usercpu_time_millis: 2.219, usercpu_time_millis_testing: 0.168, 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: 2.429, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 2.245,
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: 1722.1324, usercpu_time_millis: 2.44, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 2.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.9438, kappa: 0.7496, kb_relative_information_score: 1929.7625, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9503, predictive_accuracy: 0.9485, prior_entropy: 0.5848, recall: 0.9485, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.5932, scimark_benchmark: 1853.454, usercpu_time_millis: 3.075, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 2.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9685, kappa: 0.8643, kb_relative_information_score: 2520.5071, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9701, predictive_accuracy: 0.9698, prior_entropy: 0.5848, recall: 0.9698, relative_absolute_error: 0.247, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.4537, scimark_benchmark: 1829.1442, usercpu_time_millis: 20.141, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 19.832,
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: 1721.4922, usercpu_time_millis: 2.489, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 2.305,
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: 1974.8959, usercpu_time_millis: 1.981, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 1.838,
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: 1834.1773, usercpu_time_millis: 2.301, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 2.121,
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: 1831.0557, usercpu_time_millis: 2.345, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 2.17,
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: 1833.0852, usercpu_time_millis: 2.474, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 2.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9704, kappa: 0.8736, kb_relative_information_score: 2622.8075, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9711, predictive_accuracy: 0.9713, prior_entropy: 0.5848, recall: 0.9713, relative_absolute_error: 0.1972, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.4313, scimark_benchmark: 1853.9121, usercpu_time_millis: 33.823, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 33.526,
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: 1850.9652, usercpu_time_millis: 2.09, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 1.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.9192, kappa: 0.6307, kb_relative_information_score: 1602.4669, mean_absolute_error: 0.1395, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9332, predictive_accuracy: 0.9292, prior_entropy: 0.5848, recall: 0.9292, relative_absolute_error: 0.5792, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.233, root_relative_squared_error: 0.6717, scimark_benchmark: 1847.289, usercpu_time_millis: 2.115, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 1.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9675, kappa: 0.8598, kb_relative_information_score: 2482.1995, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9692, predictive_accuracy: 0.9689, prior_entropy: 0.5848, recall: 0.9689, relative_absolute_error: 0.2637, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.4614, scimark_benchmark: 1835.1658, usercpu_time_millis: 19.566, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 19.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8054, kappa: 0.0513, kb_relative_information_score: 661.0288, mean_absolute_error: 0.2097, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8828, predictive_accuracy: 0.8643, prior_entropy: 0.5848, recall: 0.8643, relative_absolute_error: 0.8704, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.8823, scimark_benchmark: 1840.3077, usercpu_time_millis: 2.132, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 1.955,
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: 2.315, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 2.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9106, f_measure: 0.8904, kappa: 0.4868, kb_relative_information_score: 1184.5219, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9154, predictive_accuracy: 0.9091, prior_entropy: 0.5848, recall: 0.9091, relative_absolute_error: 0.7086, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.7645, scimark_benchmark: 1851.3287, usercpu_time_millis: 2.196, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 2.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.9665, kappa: 0.8555, kb_relative_information_score: 2479.991, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9682, predictive_accuracy: 0.968, prior_entropy: 0.5848, recall: 0.968, relative_absolute_error: 0.2634, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.4661, scimark_benchmark: 1850.2875, usercpu_time_millis: 15.428, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 15.256,
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: 1840.2451, usercpu_time_millis: 2.211, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 2.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8927, kappa: 0.4985, kb_relative_information_score: 1333.7419, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9167, predictive_accuracy: 0.9106, prior_entropy: 0.5848, recall: 0.9106, relative_absolute_error: 0.6735, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2544, root_relative_squared_error: 0.7333, scimark_benchmark: 1843.2356, usercpu_time_millis: 2.128, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 1.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9627, kappa: 0.838, kb_relative_information_score: 2345.716, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9652, predictive_accuracy: 0.9646, prior_entropy: 0.5848, recall: 0.9646, relative_absolute_error: 0.3229, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.171, root_relative_squared_error: 0.4929, scimark_benchmark: 1730.591, usercpu_time_millis: 14.884, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 14.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9167, kappa: 0.6185, kb_relative_information_score: 1576.2979, mean_absolute_error: 0.143, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9316, predictive_accuracy: 0.9274, prior_entropy: 0.5848, recall: 0.9274, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2351, root_relative_squared_error: 0.6775, scimark_benchmark: 1843.7454, usercpu_time_millis: 2.122, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 1.963,
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: 1845.9141, usercpu_time_millis: 2.156, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 1.995,
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: 1847.3589, usercpu_time_millis: 2.277, usercpu_time_millis_testing: 0.165, 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: 1843.7637, usercpu_time_millis: 2.303, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 2.134,
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: 1845.7835, usercpu_time_millis: 2.191, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 2.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.8538, kappa: 0.3004, kb_relative_information_score: 939.0727, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8953, predictive_accuracy: 0.8872, prior_entropy: 0.5848, recall: 0.8872, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2844, root_relative_squared_error: 0.8196, scimark_benchmark: 1841.1865, usercpu_time_millis: 2.32, usercpu_time_millis_testing: 0.191, 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: 1848.388, usercpu_time_millis: 2.25, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 2.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9627, kappa: 0.838, kb_relative_information_score: 2337.686, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9652, predictive_accuracy: 0.9646, prior_entropy: 0.5848, recall: 0.9646, relative_absolute_error: 0.3258, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.4961, scimark_benchmark: 1724.2681, usercpu_time_millis: 11.204, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 11.017,
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: 1840.2474, usercpu_time_millis: 2.191, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 2.031,
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: 1844.2676, usercpu_time_millis: 2.419, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 2.233,
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: 1712.3985, usercpu_time_millis: 2.265, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.093,
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: 1844.7928, usercpu_time_millis: 2.429, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 2.245,
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: 1836.2567, usercpu_time_millis: 2.568, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 2.367,
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: 1847.8629, usercpu_time_millis: 2.215, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 2.047,
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: 1834.7847, usercpu_time_millis: 2.584, usercpu_time_millis_testing: 0.211, usercpu_time_millis_training: 2.373,
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: 1844.8101, usercpu_time_millis: 2.082, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 1.928,
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: 2.261, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 2.087,
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: 1832.5555, usercpu_time_millis: 2.333, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 2.155,
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: 1830.6983, usercpu_time_millis: 2.311, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 2.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9527, f_measure: 0.9051, kappa: 0.5605, kb_relative_information_score: 1469.157, mean_absolute_error: 0.1564, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9247, predictive_accuracy: 0.9192, prior_entropy: 0.5848, recall: 0.9192, relative_absolute_error: 0.6493, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2452, root_relative_squared_error: 0.7068, scimark_benchmark: 1840.7764, usercpu_time_millis: 2.42, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 2.271,
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: 1822.1941, usercpu_time_millis: 2.32, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 2.141,
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: 1721.8007, usercpu_time_millis: 2.226, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 2.058,
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: 1838.6023, usercpu_time_millis: 2.426, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 2.241,
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: 2.278, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.106,
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: 1840.7617, usercpu_time_millis: 2.4, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 2.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8907, f_measure: 0.8011, kappa: 0.0296, kb_relative_information_score: 647.5521, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8814, predictive_accuracy: 0.8625, prior_entropy: 0.5848, recall: 0.8625, relative_absolute_error: 0.8716, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3069, root_relative_squared_error: 0.8846, scimark_benchmark: 1832.0974, usercpu_time_millis: 2.059, usercpu_time_millis_testing: 0.163, 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: 1838.622, usercpu_time_millis: 2.563, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 2.362,
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: 1840.7617, usercpu_time_millis: 2.442, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 2.247,

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