OpenML
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 145953 Supervised Classification kr-vs-kp 96152 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

96152 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: 0.9218, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 242.3281, mean_absolute_error: 0.4716, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.9451, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4728, root_relative_squared_error: 0.9465, scimark_benchmark: 1322.6889, usercpu_time_millis: 0.78, usercpu_time_millis_testing: 0.404, usercpu_time_millis_training: 0.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1297.3478, usercpu_time_millis: 0.73, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 0.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1324.838, usercpu_time_millis: 0.748, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1324.5891, usercpu_time_millis: 0.757, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 0.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1320.8694, usercpu_time_millis: 0.724, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1292.0265, usercpu_time_millis: 0.846, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 0.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1307.0336, usercpu_time_millis: 0.662, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 0.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9389, kappa: 0.8775, kb_relative_information_score: 1920.6515, mean_absolute_error: 0.2275, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.94, predictive_accuracy: 0.939, prior_entropy: 0.9986, recall: 0.939, relative_absolute_error: 0.4558, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2735, root_relative_squared_error: 0.5476, scimark_benchmark: 1303.6343, usercpu_time_millis: 0.939, usercpu_time_millis_testing: 0.44, usercpu_time_millis_training: 0.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1496.0961, mean_absolute_error: 0.2959, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3288, root_relative_squared_error: 0.6582, scimark_benchmark: 1303.4092, usercpu_time_millis: 0.829, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 0.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1304.362, usercpu_time_millis: 0.801, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 0.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.3583, kb_relative_information_score: 63.699, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 0.9853, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.9858, scimark_benchmark: 1323.6435, usercpu_time_millis: 0.7, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9546, kappa: 0.9091, kb_relative_information_score: 2607.1982, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9546, predictive_accuracy: 0.9546, prior_entropy: 0.9986, recall: 0.9546, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.3751, scimark_benchmark: 1325.8774, usercpu_time_millis: 1.732, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 1.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1315.3131, usercpu_time_millis: 0.76, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 0.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1297.4951, usercpu_time_millis: 0.763, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 0.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1326.5904, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1324.3659, usercpu_time_millis: 0.708, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 2072.9424, mean_absolute_error: 0.2014, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.4036, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2567, root_relative_squared_error: 0.514, scimark_benchmark: 1324.0373, usercpu_time_millis: 1.144, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 0.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9571, kappa: 0.9141, kb_relative_information_score: 2688.1644, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9571, predictive_accuracy: 0.9571, prior_entropy: 0.9986, recall: 0.9571, relative_absolute_error: 0.1798, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.3581, scimark_benchmark: 1302.8944, usercpu_time_millis: 3.078, usercpu_time_millis_testing: 0.477, usercpu_time_millis_training: 2.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1469.4948, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.6031, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3296, root_relative_squared_error: 0.6598, scimark_benchmark: 1301.3707, usercpu_time_millis: 0.78, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 0.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1307.0634, usercpu_time_millis: 0.713, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1667.209, mean_absolute_error: 0.2692, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.5394, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3075, root_relative_squared_error: 0.6157, scimark_benchmark: 1297.1094, usercpu_time_millis: 0.79, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.964, kappa: 0.9279, kb_relative_information_score: 2765.9624, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9641, predictive_accuracy: 0.964, prior_entropy: 0.9986, recall: 0.964, relative_absolute_error: 0.1506, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.3408, scimark_benchmark: 1325.7011, usercpu_time_millis: 3.127, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 2.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.959, kappa: 0.9179, kb_relative_information_score: 2637.6963, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.959, predictive_accuracy: 0.959, prior_entropy: 0.9986, recall: 0.959, relative_absolute_error: 0.1986, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.3696, scimark_benchmark: 1332.6226, usercpu_time_millis: 1.828, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 1.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9571, f_measure: 0.9341, kappa: 0.868, kb_relative_information_score: 960.2058, mean_absolute_error: 0.3772, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9357, predictive_accuracy: 0.9343, prior_entropy: 0.9986, recall: 0.9343, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.7805, scimark_benchmark: 1321.0584, usercpu_time_millis: 0.721, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1328.9507, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.9032, kappa: 0.8064, kb_relative_information_score: 388.8525, mean_absolute_error: 0.4539, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9108, predictive_accuracy: 0.9039, prior_entropy: 0.9986, recall: 0.9039, relative_absolute_error: 0.9096, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4561, root_relative_squared_error: 0.9131, scimark_benchmark: 1335.1956, usercpu_time_millis: 0.69, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 0.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9628, kappa: 0.9254, kb_relative_information_score: 2755.8292, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 0.9986, recall: 0.9628, relative_absolute_error: 0.1544, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.3428, scimark_benchmark: 1294.6053, usercpu_time_millis: 5.145, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 4.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1299.3648, usercpu_time_millis: 0.733, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 0.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9618, kappa: 0.9235, kb_relative_information_score: 2737.687, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9618, predictive_accuracy: 0.9618, prior_entropy: 0.9986, recall: 0.9618, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.3474, scimark_benchmark: 1304.2371, usercpu_time_millis: 4.64, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 4.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 2127.3141, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.3846, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.5027, scimark_benchmark: 1305.5599, usercpu_time_millis: 1.681, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 1.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1222.0617, mean_absolute_error: 0.3389, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.6791, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3591, root_relative_squared_error: 0.719, scimark_benchmark: 1310.8363, usercpu_time_millis: 0.82, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 0.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9355, kappa: 0.8706, kb_relative_information_score: 1225.9255, mean_absolute_error: 0.3385, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9362, predictive_accuracy: 0.9355, prior_entropy: 0.9986, recall: 0.9355, relative_absolute_error: 0.6784, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3568, root_relative_squared_error: 0.7143, scimark_benchmark: 1326.411, usercpu_time_millis: 0.879, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9477, kappa: 0.8952, kb_relative_information_score: 2483.8961, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.948, predictive_accuracy: 0.9477, prior_entropy: 0.9986, recall: 0.9477, relative_absolute_error: 0.2563, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.203, root_relative_squared_error: 0.4063, scimark_benchmark: 1310.5758, usercpu_time_millis: 1.616, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 1.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1318.5515, usercpu_time_millis: 0.686, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 0.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1258.2512, mean_absolute_error: 0.3328, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.6669, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3558, root_relative_squared_error: 0.7123, scimark_benchmark: 1301.1586, usercpu_time_millis: 0.801, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 0.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 355.4224, mean_absolute_error: 0.4579, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.9176, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.46, root_relative_squared_error: 0.9209, scimark_benchmark: 1310.9577, usercpu_time_millis: 0.841, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 0.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1298.4449, usercpu_time_millis: 0.724, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9518, kappa: 0.9034, kb_relative_information_score: 2437.256, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9518, predictive_accuracy: 0.9518, prior_entropy: 0.9986, recall: 0.9518, relative_absolute_error: 0.2729, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.4155, scimark_benchmark: 1330.1992, usercpu_time_millis: 1.328, usercpu_time_millis_testing: 0.47, usercpu_time_millis_training: 0.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1311.8921, usercpu_time_millis: 0.682, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1314.5074, usercpu_time_millis: 0.704, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1319.4128, usercpu_time_millis: 0.696, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9395, kappa: 0.8787, kb_relative_information_score: 2125.8339, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9406, predictive_accuracy: 0.9396, prior_entropy: 0.9986, recall: 0.9396, relative_absolute_error: 0.3849, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2487, root_relative_squared_error: 0.4978, scimark_benchmark: 1301.6715, usercpu_time_millis: 0.953, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9216, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 380.217, mean_absolute_error: 0.4549, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.9116, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4572, root_relative_squared_error: 0.9153, scimark_benchmark: 1330.1603, usercpu_time_millis: 0.693, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 0.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1327.5769, usercpu_time_millis: 0.774, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 0.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1300.6731, usercpu_time_millis: 1.181, usercpu_time_millis_testing: 0.621, usercpu_time_millis_training: 0.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1315.4982, usercpu_time_millis: 0.725, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9427, kappa: 0.8851, kb_relative_information_score: 2030.7099, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9432, predictive_accuracy: 0.9427, prior_entropy: 0.9986, recall: 0.9427, relative_absolute_error: 0.4175, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.258, root_relative_squared_error: 0.5164, scimark_benchmark: 1324.0767, usercpu_time_millis: 0.852, usercpu_time_millis_testing: 0.334, usercpu_time_millis_training: 0.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1306.2626, usercpu_time_millis: 1.046, usercpu_time_millis_testing: 0.52, usercpu_time_millis_training: 0.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2364.1831, mean_absolute_error: 0.1497, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9482, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.2999, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.4326, scimark_benchmark: 1327.5922, usercpu_time_millis: 1.29, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 0.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 2067.7174, mean_absolute_error: 0.2023, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.4054, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.515, scimark_benchmark: 1322.3727, usercpu_time_millis: 0.921, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1306.0472, usercpu_time_millis: 0.955, usercpu_time_millis_testing: 0.51, usercpu_time_millis_training: 0.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9401, kappa: 0.88, kb_relative_information_score: 2107.1737, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9411, predictive_accuracy: 0.9402, prior_entropy: 0.9986, recall: 0.9402, relative_absolute_error: 0.3913, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2502, root_relative_squared_error: 0.501, scimark_benchmark: 1312.4574, usercpu_time_millis: 0.892, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 0.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9637, kappa: 0.9273, kb_relative_information_score: 2791.0204, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 0.9986, recall: 0.9637, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.3346, scimark_benchmark: 1328.424, usercpu_time_millis: 5.838, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 5.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9643, kappa: 0.9285, kb_relative_information_score: 2802.8973, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9644, predictive_accuracy: 0.9643, prior_entropy: 0.9986, recall: 0.9643, relative_absolute_error: 0.1368, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.3319, scimark_benchmark: 1295.5139, usercpu_time_millis: 6.446, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 6.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1325.916, usercpu_time_millis: 0.712, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 0.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1161.8743, mean_absolute_error: 0.3478, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3663, root_relative_squared_error: 0.7333, scimark_benchmark: 1321.6224, usercpu_time_millis: 0.741, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 0.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1336.3177, usercpu_time_millis: 0.69, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9471, kappa: 0.8939, kb_relative_information_score: 2528.7636, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9474, predictive_accuracy: 0.9471, prior_entropy: 0.9986, recall: 0.9471, relative_absolute_error: 0.2395, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.3976, scimark_benchmark: 1327.6021, usercpu_time_millis: 2.181, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 1.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 2091.1708, mean_absolute_error: 0.1982, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.3972, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.254, root_relative_squared_error: 0.5085, scimark_benchmark: 1307.3125, usercpu_time_millis: 1.044, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 0.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1300.0872, usercpu_time_millis: 0.694, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1334.4356, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 0.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.9291, kappa: 0.8579, kb_relative_information_score: 816.781, mean_absolute_error: 0.3976, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9312, predictive_accuracy: 0.9293, prior_entropy: 0.9986, recall: 0.9293, relative_absolute_error: 0.7968, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4065, root_relative_squared_error: 0.8138, scimark_benchmark: 1301.8463, usercpu_time_millis: 0.721, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1330.1545, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1323.0353, usercpu_time_millis: 0.655, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 0.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.5747, kappa: 0.251, kb_relative_information_score: 157.1419, mean_absolute_error: 0.4815, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.7863, predictive_accuracy: 0.6383, prior_entropy: 0.9986, recall: 0.6383, relative_absolute_error: 0.9648, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4823, root_relative_squared_error: 0.9655, scimark_benchmark: 1301.3947, usercpu_time_millis: 0.667, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 0.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9587, kappa: 0.9173, kb_relative_information_score: 2673.6485, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9587, predictive_accuracy: 0.9587, prior_entropy: 0.9986, recall: 0.9587, relative_absolute_error: 0.1852, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.3609, scimark_benchmark: 1318.1337, usercpu_time_millis: 1.895, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 1.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1650.1046, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.5456, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.6159, scimark_benchmark: 1304.4775, usercpu_time_millis: 0.797, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 0.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1308.6966, usercpu_time_millis: 0.692, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1304.4291, usercpu_time_millis: 0.67, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 0.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1302.5775, usercpu_time_millis: 0.674, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 0.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1334.3433, usercpu_time_millis: 0.848, usercpu_time_millis_testing: 0.489, usercpu_time_millis_training: 0.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.3583, kb_relative_information_score: 107.2112, mean_absolute_error: 0.4865, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 0.9749, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4876, root_relative_squared_error: 0.9761, scimark_benchmark: 1326.2662, usercpu_time_millis: 0.835, usercpu_time_millis_testing: 0.477, usercpu_time_millis_training: 0.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1221.0944, mean_absolute_error: 0.3385, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.6783, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.36, root_relative_squared_error: 0.7208, scimark_benchmark: 1332.6664, usercpu_time_millis: 0.761, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1328.5508, usercpu_time_millis: 0.774, usercpu_time_millis_testing: 0.417, usercpu_time_millis_training: 0.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.9142, kappa: 0.828, kb_relative_information_score: 1235.0219, mean_absolute_error: 0.3357, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9187, predictive_accuracy: 0.9146, prior_entropy: 0.9986, recall: 0.9146, relative_absolute_error: 0.6727, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3589, root_relative_squared_error: 0.7186, scimark_benchmark: 1327.1711, usercpu_time_millis: 0.769, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 0.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1293.1579, usercpu_time_millis: 0.682, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 0.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9395, kappa: 0.8787, kb_relative_information_score: 1996.1765, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9405, predictive_accuracy: 0.9396, prior_entropy: 0.9986, recall: 0.9396, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.528, scimark_benchmark: 1329.6327, usercpu_time_millis: 0.94, usercpu_time_millis_testing: 0.417, usercpu_time_millis_training: 0.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1326.5209, usercpu_time_millis: 0.891, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 0.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 1011.6375, mean_absolute_error: 0.3687, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.7388, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3849, root_relative_squared_error: 0.7706, scimark_benchmark: 1326.9422, usercpu_time_millis: 0.784, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 0.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1318.9273, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 0.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 1158.1525, mean_absolute_error: 0.3468, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3682, root_relative_squared_error: 0.7372, scimark_benchmark: 1308.4793, usercpu_time_millis: 0.755, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1326.1402, usercpu_time_millis: 0.83, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 0.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9333, kappa: 0.8662, kb_relative_information_score: 1369.6355, mean_absolute_error: 0.316, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.934, predictive_accuracy: 0.9334, prior_entropy: 0.9986, recall: 0.9334, relative_absolute_error: 0.6332, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3396, root_relative_squared_error: 0.68, scimark_benchmark: 1326.7676, usercpu_time_millis: 0.908, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 0.547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1333.0746, usercpu_time_millis: 0.699, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9474, kappa: 0.8946, kb_relative_information_score: 2331.0987, mean_absolute_error: 0.1557, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9476, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.3121, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.4407, scimark_benchmark: 1321.1926, usercpu_time_millis: 1.103, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9628, kappa: 0.9254, kb_relative_information_score: 2750.8499, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 0.9986, recall: 0.9628, relative_absolute_error: 0.1562, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.172, root_relative_squared_error: 0.3444, scimark_benchmark: 1312.6816, usercpu_time_millis: 2.646, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 2.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1298.5502, usercpu_time_millis: 0.703, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1328.35, usercpu_time_millis: 0.976, usercpu_time_millis_testing: 0.584, usercpu_time_millis_training: 0.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1325.5026, usercpu_time_millis: 0.693, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 0.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1308.0755, usercpu_time_millis: 0.708, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 0.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2415.5918, mean_absolute_error: 0.1405, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.2815, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.422, scimark_benchmark: 1300.5713, usercpu_time_millis: 1.276, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 0.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1306.3818, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 0.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 502.9576, mean_absolute_error: 0.4391, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.88, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4432, root_relative_squared_error: 0.8873, scimark_benchmark: 1304.0175, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1539.8639, mean_absolute_error: 0.2895, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.5802, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.6461, scimark_benchmark: 1320.8048, usercpu_time_millis: 0.758, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1318.2091, usercpu_time_millis: 1.395, usercpu_time_millis_testing: 0.833, usercpu_time_millis_training: 0.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1315.5764, usercpu_time_millis: 0.719, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 0.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1298.3754, usercpu_time_millis: 0.722, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 0.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9584, kappa: 0.9166, kb_relative_information_score: 2694.7702, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9584, predictive_accuracy: 0.9584, prior_entropy: 0.9986, recall: 0.9584, relative_absolute_error: 0.1773, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.3567, scimark_benchmark: 1307.9466, usercpu_time_millis: 2.913, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 2.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1304.4955, usercpu_time_millis: 0.684, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 0.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.943, kappa: 0.8857, kb_relative_information_score: 2101.1774, mean_absolute_error: 0.1963, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9436, predictive_accuracy: 0.9431, prior_entropy: 0.9986, recall: 0.9431, relative_absolute_error: 0.3934, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.499, scimark_benchmark: 1307.1879, usercpu_time_millis: 0.89, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 0.536,

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