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: 0.9525, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1277.3629, mean_absolute_error: 0.3297, 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: 0.6608, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.7083, scimark_benchmark: 1302.2689, usercpu_time_millis: 0.769, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 0.381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9678, kappa: 0.9354, kb_relative_information_score: 2821.7372, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.9986, recall: 0.9678, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1648, root_relative_squared_error: 0.3298, scimark_benchmark: 1320.7732, usercpu_time_millis: 4.159, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 3.786,
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: 1319.2851, usercpu_time_millis: 0.99, usercpu_time_millis_testing: 0.448, usercpu_time_millis_training: 0.542,
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: 1318.5538, usercpu_time_millis: 0.764, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 0.372,
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: 1327.908, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9496, kappa: 0.8989, kb_relative_information_score: 2544.7996, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9499, predictive_accuracy: 0.9496, prior_entropy: 0.9986, recall: 0.9496, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.3952, scimark_benchmark: 1320.9774, usercpu_time_millis: 3.588, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 3.215,
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: 1300.6762, usercpu_time_millis: 0.732, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 0.354,
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: 1297.2305, usercpu_time_millis: 0.681, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 0.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.949, kappa: 0.8977, kb_relative_information_score: 2611.8789, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9491, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.2085, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.3758, scimark_benchmark: 1295.5883, usercpu_time_millis: 2.27, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 1.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9336, kappa: 0.8668, kb_relative_information_score: 1367.4632, mean_absolute_error: 0.3162, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9344, predictive_accuracy: 0.9337, prior_entropy: 0.9986, recall: 0.9337, relative_absolute_error: 0.6337, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.34, root_relative_squared_error: 0.6806, scimark_benchmark: 1297.6804, usercpu_time_millis: 0.789, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2275.5031, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9485, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.3322, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.4566, scimark_benchmark: 1290.2113, usercpu_time_millis: 1.032, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 0.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9625, kappa: 0.9248, kb_relative_information_score: 2737.9081, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9625, predictive_accuracy: 0.9625, prior_entropy: 0.9986, recall: 0.9625, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.3469, scimark_benchmark: 1312.2208, usercpu_time_millis: 2.722, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 2.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 2015.9668, mean_absolute_error: 0.2113, 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: 0.4234, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2633, root_relative_squared_error: 0.5272, scimark_benchmark: 1294.139, usercpu_time_millis: 0.891, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 0.531,
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: 1304.9306, usercpu_time_millis: 0.746, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 0.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1139.1729, mean_absolute_error: 0.3517, 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: 0.7047, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.7361, scimark_benchmark: 1288.6746, usercpu_time_millis: 0.741, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.389,
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: 1316.3212, usercpu_time_millis: 0.65, usercpu_time_millis_testing: 0.332, usercpu_time_millis_training: 0.318,
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: 1292.8888, usercpu_time_millis: 0.684, usercpu_time_millis_testing: 0.352, 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: 1303.7632, usercpu_time_millis: 0.698, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.339,
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: 1291.2416, usercpu_time_millis: 1.069, usercpu_time_millis_testing: 0.69, usercpu_time_millis_training: 0.379,
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: 1311.5261, usercpu_time_millis: 0.713, usercpu_time_millis_testing: 0.373, 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: 1321.5538, usercpu_time_millis: 0.683, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 0.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.9014, kappa: 0.8026, kb_relative_information_score: 943.3427, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9084, predictive_accuracy: 0.9021, prior_entropy: 0.9986, recall: 0.9021, relative_absolute_error: 0.7596, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3922, root_relative_squared_error: 0.7852, scimark_benchmark: 1318.2475, usercpu_time_millis: 0.761, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 0.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.951, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 883.9327, mean_absolute_error: 0.3872, 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: 0.776, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3995, root_relative_squared_error: 0.7999, scimark_benchmark: 1307.9264, usercpu_time_millis: 0.823, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 0.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9398, kappa: 0.8794, kb_relative_information_score: 2129.181, mean_absolute_error: 0.1915, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9409, predictive_accuracy: 0.9399, prior_entropy: 0.9986, recall: 0.9399, relative_absolute_error: 0.3837, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.4967, scimark_benchmark: 1322.1247, usercpu_time_millis: 0.937, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 0.59,
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: 1321.1212, usercpu_time_millis: 0.696, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.344,
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: 1310.1847, usercpu_time_millis: 0.738, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 0.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9606, kappa: 0.921, kb_relative_information_score: 2711.8183, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9606, predictive_accuracy: 0.9606, prior_entropy: 0.9986, recall: 0.9606, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1761, root_relative_squared_error: 0.3525, scimark_benchmark: 1306.7758, usercpu_time_millis: 2.238, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 1.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9462, kappa: 0.8921, kb_relative_information_score: 2260.375, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9463, predictive_accuracy: 0.9462, prior_entropy: 0.9986, recall: 0.9462, relative_absolute_error: 0.3369, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.229, root_relative_squared_error: 0.4585, scimark_benchmark: 1315.6319, usercpu_time_millis: 0.993, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 0.649,
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: 1323.7456, usercpu_time_millis: 0.65, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 0.32,
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: 1324.3472, usercpu_time_millis: 0.726, usercpu_time_millis_testing: 0.319, usercpu_time_millis_training: 0.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9665, kappa: 0.9329, kb_relative_information_score: 2819.3114, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 0.9986, recall: 0.9665, relative_absolute_error: 0.1307, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.164, root_relative_squared_error: 0.3283, scimark_benchmark: 1287.4776, usercpu_time_millis: 6.52, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 6.168,
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: 1327.9023, usercpu_time_millis: 0.721, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.354,
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: 1303.4224, usercpu_time_millis: 0.799, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9423, kappa: 0.8844, kb_relative_information_score: 2366.8193, mean_absolute_error: 0.1491, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9432, predictive_accuracy: 0.9424, prior_entropy: 0.9986, recall: 0.9424, relative_absolute_error: 0.2988, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.4397, scimark_benchmark: 1291.7417, usercpu_time_millis: 1.484, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 1.109,
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: 1324.6098, usercpu_time_millis: 0.674, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 0.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1696.8245, mean_absolute_error: 0.2646, 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: 0.5301, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.6069, scimark_benchmark: 1328.4581, usercpu_time_millis: 0.757, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9587, kappa: 0.9173, kb_relative_information_score: 2682.3761, mean_absolute_error: 0.0908, 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: 0.182, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.359, scimark_benchmark: 1301.4247, usercpu_time_millis: 2.154, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 1.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9562, kappa: 0.9122, kb_relative_information_score: 2637.9198, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9562, predictive_accuracy: 0.9562, prior_entropy: 0.9986, recall: 0.9562, relative_absolute_error: 0.1987, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.184, root_relative_squared_error: 0.3684, scimark_benchmark: 1310.6739, usercpu_time_millis: 1.905, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 1.53,
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: 1329.9674, usercpu_time_millis: 0.694, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1928.5256, mean_absolute_error: 0.2262, 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: 0.4532, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2753, root_relative_squared_error: 0.5512, scimark_benchmark: 1304.6975, usercpu_time_millis: 0.934, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 0.57,
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: 1323.2466, usercpu_time_millis: 1.133, usercpu_time_millis_testing: 0.624, usercpu_time_millis_training: 0.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9487, kappa: 0.8971, kb_relative_information_score: 2530.3238, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9488, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.2391, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.3934, scimark_benchmark: 1329.6668, usercpu_time_millis: 1.515, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 1.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9684, kappa: 0.9367, kb_relative_information_score: 2821.0195, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9684, predictive_accuracy: 0.9684, prior_entropy: 0.9986, recall: 0.9684, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.3291, scimark_benchmark: 1306.0622, usercpu_time_millis: 4.848, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 4.501,
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: 1323.2403, usercpu_time_millis: 0.779, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 0.434,
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: 1319.059, usercpu_time_millis: 0.687, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 0.334,
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: 1317.814, usercpu_time_millis: 0.675, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 0.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1093.2378, mean_absolute_error: 0.358, 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: 0.7173, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3744, root_relative_squared_error: 0.7494, scimark_benchmark: 1325.6561, usercpu_time_millis: 0.705, usercpu_time_millis_testing: 0.339, 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: 1285.8527, usercpu_time_millis: 0.815, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 0.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1923.702, mean_absolute_error: 0.227, 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: 0.4549, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.5479, scimark_benchmark: 1334.669, usercpu_time_millis: 0.889, usercpu_time_millis_testing: 0.44, usercpu_time_millis_training: 0.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 738.0422, mean_absolute_error: 0.4074, 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: 0.8164, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4164, root_relative_squared_error: 0.8337, scimark_benchmark: 1305.1442, usercpu_time_millis: 0.795, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 0.45,
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: 1299.2458, usercpu_time_millis: 0.675, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 0.335,
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: 1323.5609, usercpu_time_millis: 0.689, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9659, kappa: 0.9317, kb_relative_information_score: 2809.9674, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.966, predictive_accuracy: 0.9659, prior_entropy: 0.9986, recall: 0.9659, relative_absolute_error: 0.1342, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.165, root_relative_squared_error: 0.3303, scimark_benchmark: 1327.4328, usercpu_time_millis: 6.112, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 5.765,
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: 1302.5342, usercpu_time_millis: 0.692, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 0.347,
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: 1298.882, usercpu_time_millis: 0.679, usercpu_time_millis_testing: 0.346, 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: 1296.9738, usercpu_time_millis: 0.69, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 0.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9662, kappa: 0.9323, kb_relative_information_score: 2784.595, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9663, predictive_accuracy: 0.9662, prior_entropy: 0.9986, recall: 0.9662, relative_absolute_error: 0.1434, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.3379, scimark_benchmark: 1296.4019, usercpu_time_millis: 3.271, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 2.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9618, kappa: 0.9235, kb_relative_information_score: 2735.8638, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9619, predictive_accuracy: 0.9618, prior_entropy: 0.9986, recall: 0.9618, relative_absolute_error: 0.1619, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.347, scimark_benchmark: 1289.8011, usercpu_time_millis: 3.133, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 2.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1474.9378, mean_absolute_error: 0.2998, 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: 0.6007, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.6611, scimark_benchmark: 1321.1757, usercpu_time_millis: 0.755, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9392, kappa: 0.8782, kb_relative_information_score: 1920.2787, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9398, predictive_accuracy: 0.9393, prior_entropy: 0.9986, recall: 0.9393, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.5443, scimark_benchmark: 1317.9753, usercpu_time_millis: 0.816, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1709.6976, mean_absolute_error: 0.2626, 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: 0.5262, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.6018, scimark_benchmark: 1309.6123, usercpu_time_millis: 0.806, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 0.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9672, kappa: 0.9342, kb_relative_information_score: 2814.5742, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9986, recall: 0.9671, relative_absolute_error: 0.1324, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1651, root_relative_squared_error: 0.3304, scimark_benchmark: 1331.1675, usercpu_time_millis: 4.907, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 4.538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9401, kappa: 0.88, kb_relative_information_score: 2358.4232, mean_absolute_error: 0.1505, 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: 0.3016, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.4432, scimark_benchmark: 1310.2553, usercpu_time_millis: 1.704, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 1.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9398, kappa: 0.8794, kb_relative_information_score: 2310.2395, mean_absolute_error: 0.1592, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9409, predictive_accuracy: 0.9399, prior_entropy: 0.9986, recall: 0.9399, relative_absolute_error: 0.319, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.4562, scimark_benchmark: 1329.2772, usercpu_time_millis: 1.704, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 1.358,
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: 1294.3251, usercpu_time_millis: 0.697, usercpu_time_millis_testing: 0.356, 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: 1311.7674, usercpu_time_millis: 0.719, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 0.337,
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: 1298.7998, usercpu_time_millis: 0.739, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 0.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 672.199, mean_absolute_error: 0.4164, 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: 0.8343, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4239, root_relative_squared_error: 0.8487, scimark_benchmark: 1305.5079, usercpu_time_millis: 0.809, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 0.427,
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: 1327.2929, usercpu_time_millis: 0.777, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 0.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, f_measure: 0.5658, kappa: 0.239, kb_relative_information_score: 147.1072, mean_absolute_error: 0.4817, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.7844, predictive_accuracy: 0.6327, prior_entropy: 0.9986, recall: 0.6327, relative_absolute_error: 0.9653, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4832, root_relative_squared_error: 0.9673, scimark_benchmark: 1320.8473, usercpu_time_millis: 0.836, usercpu_time_millis_testing: 0.429, usercpu_time_millis_training: 0.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9414, kappa: 0.8825, kb_relative_information_score: 2232.4656, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9423, predictive_accuracy: 0.9415, prior_entropy: 0.9986, recall: 0.9415, relative_absolute_error: 0.3473, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.4694, scimark_benchmark: 1323.41, usercpu_time_millis: 1.018, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 0.657,
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: 1301.9035, usercpu_time_millis: 0.727, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 0.362,
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: 1304.3461, usercpu_time_millis: 0.766, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 0.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9209, f_measure: 0.5582, kappa: 0.2289, kb_relative_information_score: 109.7408, mean_absolute_error: 0.4869, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.7827, predictive_accuracy: 0.628, prior_entropy: 0.9986, recall: 0.628, relative_absolute_error: 0.9758, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4875, root_relative_squared_error: 0.976, scimark_benchmark: 1302.2509, usercpu_time_millis: 0.692, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.949, kappa: 0.8977, kb_relative_information_score: 2488.2324, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9491, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2011, root_relative_squared_error: 0.4025, scimark_benchmark: 1329.7331, usercpu_time_millis: 1.387, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 0.96,
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: 1287.8247, usercpu_time_millis: 0.853, usercpu_time_millis_testing: 0.477, 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: 1321.571, usercpu_time_millis: 0.8, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 0.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1740.224, mean_absolute_error: 0.2576, 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: 0.5162, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.5914, scimark_benchmark: 1306.6627, usercpu_time_millis: 0.863, usercpu_time_millis_testing: 0.411, usercpu_time_millis_training: 0.452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1602.5107, mean_absolute_error: 0.28, 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: 0.5612, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3126, root_relative_squared_error: 0.6258, scimark_benchmark: 1307.5411, usercpu_time_millis: 0.771, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 0.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1645.9144, mean_absolute_error: 0.273, 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: 0.5471, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3073, root_relative_squared_error: 0.6152, scimark_benchmark: 1317.1313, usercpu_time_millis: 0.811, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 0.45,
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: 1330.384, usercpu_time_millis: 0.684, usercpu_time_millis_testing: 0.353, 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: 1304.4865, usercpu_time_millis: 0.7, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 0.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9534, kappa: 0.9066, kb_relative_information_score: 2539.9026, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9534, predictive_accuracy: 0.9534, prior_entropy: 0.9986, recall: 0.9534, relative_absolute_error: 0.2353, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.3905, scimark_benchmark: 1298.1879, usercpu_time_millis: 1.462, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 1.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.969, kappa: 0.938, kb_relative_information_score: 2841.6572, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9691, predictive_accuracy: 0.969, prior_entropy: 0.9986, recall: 0.969, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.3234, scimark_benchmark: 1316.787, usercpu_time_millis: 6.929, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 6.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.964, kappa: 0.9279, kb_relative_information_score: 2801.1824, mean_absolute_error: 0.0686, 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: 0.1374, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.166, root_relative_squared_error: 0.3322, scimark_benchmark: 1333.8874, usercpu_time_millis: 6.11, usercpu_time_millis_testing: 0.334, usercpu_time_millis_training: 5.776,
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: 1304.3343, usercpu_time_millis: 0.839, usercpu_time_millis_testing: 0.392, 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: 1292.6629, usercpu_time_millis: 0.847, usercpu_time_millis_testing: 0.475, usercpu_time_millis_training: 0.372,
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: 1304.5949, usercpu_time_millis: 0.89, usercpu_time_millis_testing: 0.447, usercpu_time_millis_training: 0.443,
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: 1304.2849, usercpu_time_millis: 0.727, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.36,
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: 1301.8085, usercpu_time_millis: 0.771, usercpu_time_millis_testing: 0.373, 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: 1308.6231, usercpu_time_millis: 0.686, usercpu_time_millis_testing: 0.346, 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: 1287.8628, usercpu_time_millis: 0.71, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 0.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 388.0475, mean_absolute_error: 0.4534, 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: 0.9086, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4563, root_relative_squared_error: 0.9135, scimark_benchmark: 1308.4974, usercpu_time_millis: 0.885, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 0.461,
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: 1300.7225, usercpu_time_millis: 0.763, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 0.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.954, kappa: 0.9078, kb_relative_information_score: 2647.6688, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.954, predictive_accuracy: 0.954, prior_entropy: 0.9986, recall: 0.954, relative_absolute_error: 0.195, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1836, root_relative_squared_error: 0.3675, scimark_benchmark: 1303.6769, usercpu_time_millis: 2.487, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 2.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 273.2022, mean_absolute_error: 0.468, 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: 0.9378, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4693, root_relative_squared_error: 0.9396, scimark_benchmark: 1318.0709, usercpu_time_millis: 0.834, usercpu_time_millis_testing: 0.443, usercpu_time_millis_training: 0.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9465, kappa: 0.8927, kb_relative_information_score: 2503.3242, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9467, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.2492, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4, scimark_benchmark: 1313.1225, usercpu_time_millis: 1.481, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 1.074,
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: 1312.8014, usercpu_time_millis: 0.857, usercpu_time_millis_testing: 0.493, usercpu_time_millis_training: 0.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9468, kappa: 0.8933, kb_relative_information_score: 2094.853, mean_absolute_error: 0.1972, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9471, predictive_accuracy: 0.9468, prior_entropy: 0.9986, recall: 0.9468, relative_absolute_error: 0.3953, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.5001, scimark_benchmark: 1311.0195, usercpu_time_millis: 1.041, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 0.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.959, kappa: 0.9179, kb_relative_information_score: 2709.1135, mean_absolute_error: 0.0858, 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: 0.1719, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.3529, scimark_benchmark: 1323.7722, usercpu_time_millis: 2.967, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 2.507,

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