Task
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.8582, kappa: 0.6528, kb_relative_information_score: 15533.23, mean_absolute_error: 0.2349, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8583, predictive_accuracy: 0.8581, prior_entropy: 0.863, recall: 0.8581, relative_absolute_error: 0.5757, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.7385, scimark_benchmark: 1369.7606, usercpu_time_millis: 23.42, usercpu_time_millis_testing: 0.61, usercpu_time_millis_training: 22.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9608, kappa: 0.9038, kb_relative_information_score: 28682.6182, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9608, predictive_accuracy: 0.9609, prior_entropy: 0.863, recall: 0.9609, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.3904, scimark_benchmark: 1370.9093, usercpu_time_millis: 2423.391, usercpu_time_millis_testing: 6.069, usercpu_time_millis_training: 2417.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9656, kappa: 0.9155, kb_relative_information_score: 29403.4076, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9655, predictive_accuracy: 0.9656, prior_entropy: 0.863, recall: 0.9656, relative_absolute_error: 0.1558, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1647, root_relative_squared_error: 0.3647, scimark_benchmark: 1370.466, usercpu_time_millis: 3587.346, usercpu_time_millis_testing: 8.891, usercpu_time_millis_training: 3578.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9665, kappa: 0.9178, kb_relative_information_score: 29406.367, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9665, predictive_accuracy: 0.9666, prior_entropy: 0.863, recall: 0.9666, relative_absolute_error: 0.1564, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.3613, scimark_benchmark: 1369.2519, usercpu_time_millis: 700.731, usercpu_time_millis_testing: 3.412, usercpu_time_millis_training: 697.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9476, kappa: 0.8713, kb_relative_information_score: 27202.5562, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9475, predictive_accuracy: 0.9477, prior_entropy: 0.863, recall: 0.9477, relative_absolute_error: 0.219, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.4439, scimark_benchmark: 1368.7943, usercpu_time_millis: 1876.664, usercpu_time_millis_testing: 3.581, usercpu_time_millis_training: 1873.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: -1.4871, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1369.2065, usercpu_time_millis: 65.868, usercpu_time_millis_testing: 9.561, usercpu_time_millis_training: 56.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9216, kappa: 0.8034, kb_relative_information_score: 23980.8672, mean_absolute_error: 0.1327, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9251, predictive_accuracy: 0.9239, prior_entropy: 0.863, recall: 0.9239, relative_absolute_error: 0.3252, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.5117, scimark_benchmark: 1360.4028, usercpu_time_millis: 1054.656, usercpu_time_millis_testing: 13.419, usercpu_time_millis_training: 1041.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9672, kappa: 0.9194, kb_relative_information_score: 29548.7138, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9671, predictive_accuracy: 0.9672, prior_entropy: 0.863, recall: 0.9672, relative_absolute_error: 0.1519, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.3566, scimark_benchmark: 1367.2143, usercpu_time_millis: 6346.463, usercpu_time_millis_testing: 26.782, usercpu_time_millis_training: 6319.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9257, kappa: 0.8144, kb_relative_information_score: 24892.0142, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9281, predictive_accuracy: 0.9276, prior_entropy: 0.863, recall: 0.9276, relative_absolute_error: 0.2891, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.5028, scimark_benchmark: 1369.999, usercpu_time_millis: 2336.964, usercpu_time_millis_testing: 9.42, usercpu_time_millis_training: 2327.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9592, kappa: 0.8999, kb_relative_information_score: 28679.922, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9592, predictive_accuracy: 0.9592, prior_entropy: 0.863, recall: 0.9592, relative_absolute_error: 0.176, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.3935, scimark_benchmark: 1363.9086, usercpu_time_millis: 5735.464, usercpu_time_millis_testing: 9.158, usercpu_time_millis_training: 5726.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9345, kappa: 0.8374, kb_relative_information_score: 25344.992, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9351, predictive_accuracy: 0.9354, prior_entropy: 0.863, recall: 0.9354, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.4942, scimark_benchmark: 1374.1499, usercpu_time_millis: 4954.028, usercpu_time_millis_testing: 14.128, usercpu_time_millis_training: 4939.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9579, kappa: 0.8967, kb_relative_information_score: 28317.13, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9579, predictive_accuracy: 0.9579, prior_entropy: 0.863, recall: 0.9579, relative_absolute_error: 0.1872, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.4019, scimark_benchmark: 1370.7783, usercpu_time_millis: 3968.612, usercpu_time_millis_testing: 11.027, usercpu_time_millis_training: 3957.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.938, kappa: 0.8461, kb_relative_information_score: 23682.6621, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9387, predictive_accuracy: 0.9389, prior_entropy: 0.863, recall: 0.9389, relative_absolute_error: 0.3435, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.4983, scimark_benchmark: 1368.2524, usercpu_time_millis: 189.076, usercpu_time_millis_testing: 4.146, usercpu_time_millis_training: 184.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9323, kappa: 0.8314, kb_relative_information_score: 20063.9808, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9335, predictive_accuracy: 0.9335, prior_entropy: 0.863, recall: 0.9335, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2568, root_relative_squared_error: 0.5684, scimark_benchmark: 1373.5573, usercpu_time_millis: 127.256, usercpu_time_millis_testing: 5.36, usercpu_time_millis_training: 121.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.962, kappa: 0.9069, kb_relative_information_score: 28958.106, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.962, predictive_accuracy: 0.9621, prior_entropy: 0.863, recall: 0.9621, relative_absolute_error: 0.1683, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.3811, scimark_benchmark: 1368.8151, usercpu_time_millis: 1243.702, usercpu_time_millis_testing: 3.484, usercpu_time_millis_training: 1240.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.916, kappa: 0.7886, kb_relative_information_score: 24384.0731, mean_absolute_error: 0.1232, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9214, predictive_accuracy: 0.919, prior_entropy: 0.863, recall: 0.919, relative_absolute_error: 0.3019, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.5227, scimark_benchmark: 1368.0882, usercpu_time_millis: 1182.731, usercpu_time_millis_testing: 5.891, usercpu_time_millis_training: 1176.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9491, kappa: 0.875, kb_relative_information_score: 27279.0838, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.949, predictive_accuracy: 0.9491, prior_entropy: 0.863, recall: 0.9491, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.4392, scimark_benchmark: 1368.1452, usercpu_time_millis: 3054.114, usercpu_time_millis_testing: 5.573, usercpu_time_millis_training: 3048.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.8903, kappa: 0.7308, kb_relative_information_score: 19508.4256, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8902, predictive_accuracy: 0.8905, prior_entropy: 0.863, recall: 0.8905, relative_absolute_error: 0.4475, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.281, root_relative_squared_error: 0.6221, scimark_benchmark: 1367.5692, usercpu_time_millis: 2992.244, usercpu_time_millis_testing: 9.682, usercpu_time_millis_training: 2982.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9622, kappa: 0.9072, kb_relative_information_score: 29070.0265, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9621, predictive_accuracy: 0.9622, prior_entropy: 0.863, recall: 0.9622, relative_absolute_error: 0.1644, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.3801, scimark_benchmark: 1369.8, usercpu_time_millis: 1164.751, usercpu_time_millis_testing: 2.591, usercpu_time_millis_training: 1162.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9502, kappa: 0.8769, kb_relative_information_score: 25134.3592, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9506, predictive_accuracy: 0.9508, prior_entropy: 0.863, recall: 0.9508, relative_absolute_error: 0.301, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.4555, scimark_benchmark: 1365.2405, usercpu_time_millis: 204.36, usercpu_time_millis_testing: 11.17, usercpu_time_millis_training: 193.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9662, kappa: 0.9171, kb_relative_information_score: 29735.2852, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9662, predictive_accuracy: 0.9663, prior_entropy: 0.863, recall: 0.9663, relative_absolute_error: 0.1438, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.3613, scimark_benchmark: 1370.0655, usercpu_time_millis: 1537.754, usercpu_time_millis_testing: 2.484, usercpu_time_millis_training: 1535.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: 1.7255, mean_absolute_error: 0.408, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1374.0577, usercpu_time_millis: 14.128, usercpu_time_millis_testing: 0.521, usercpu_time_millis_training: 13.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9675, kappa: 0.9204, kb_relative_information_score: 29716.3395, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9675, predictive_accuracy: 0.9676, prior_entropy: 0.863, recall: 0.9676, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.3533, scimark_benchmark: 1369.8058, usercpu_time_millis: 2657.563, usercpu_time_millis_testing: 10.341, usercpu_time_millis_training: 2647.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9678, kappa: 0.9209, kb_relative_information_score: 29693.6276, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9677, predictive_accuracy: 0.9678, prior_entropy: 0.863, recall: 0.9678, relative_absolute_error: 0.1476, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.3504, scimark_benchmark: 1373.8263, usercpu_time_millis: 3455.203, usercpu_time_millis_testing: 25.202, usercpu_time_millis_training: 3430.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9429, kappa: 0.8586, kb_relative_information_score: 25707.5845, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9431, predictive_accuracy: 0.9435, prior_entropy: 0.863, recall: 0.9435, relative_absolute_error: 0.2731, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.4611, scimark_benchmark: 1369.5221, usercpu_time_millis: 956.617, usercpu_time_millis_testing: 17.305, usercpu_time_millis_training: 939.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9468, kappa: 0.8692, kb_relative_information_score: 26884.5737, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9467, predictive_accuracy: 0.9469, prior_entropy: 0.863, recall: 0.9469, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4469, scimark_benchmark: 1369.9588, usercpu_time_millis: 2388.415, usercpu_time_millis_testing: 9.25, usercpu_time_millis_training: 2379.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9531, kappa: 0.884, kb_relative_information_score: 24904.6016, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9536, predictive_accuracy: 0.9537, prior_entropy: 0.863, recall: 0.9537, relative_absolute_error: 0.3131, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.4527, scimark_benchmark: 1371.3987, usercpu_time_millis: 292.901, usercpu_time_millis_testing: 14.544, usercpu_time_millis_training: 278.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9687, kappa: 0.9233, kb_relative_information_score: 29871.7261, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9687, predictive_accuracy: 0.9688, prior_entropy: 0.863, recall: 0.9688, relative_absolute_error: 0.1417, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.3464, scimark_benchmark: 1374.6159, usercpu_time_millis: 3250.871, usercpu_time_millis_testing: 11.16, usercpu_time_millis_training: 3239.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.965, kappa: 0.9141, kb_relative_information_score: 29243.895, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.965, predictive_accuracy: 0.9651, prior_entropy: 0.863, recall: 0.9651, relative_absolute_error: 0.161, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.3683, scimark_benchmark: 1369.8389, usercpu_time_millis: 2618.485, usercpu_time_millis_testing: 11.928, usercpu_time_millis_training: 2606.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9523, kappa: 0.8829, kb_relative_information_score: 27419.9922, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9522, predictive_accuracy: 0.9524, prior_entropy: 0.863, recall: 0.9524, relative_absolute_error: 0.2152, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.4276, scimark_benchmark: 1371.6705, usercpu_time_millis: 821.737, usercpu_time_millis_testing: 8.31, usercpu_time_millis_training: 813.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8666, kappa: 0.6764, kb_relative_information_score: 17414.386, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8685, predictive_accuracy: 0.8654, prior_entropy: 0.863, recall: 0.8654, relative_absolute_error: 0.5032, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3097, root_relative_squared_error: 0.6855, scimark_benchmark: 1374.2084, usercpu_time_millis: 2474.01, usercpu_time_millis_testing: 9.814, usercpu_time_millis_training: 2464.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9207, kappa: 0.8016, kb_relative_information_score: 20544.3187, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9233, predictive_accuracy: 0.9228, prior_entropy: 0.863, recall: 0.9228, relative_absolute_error: 0.4391, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.5662, scimark_benchmark: 1366.9134, usercpu_time_millis: 528.759, usercpu_time_millis_testing: 13.204, usercpu_time_millis_training: 515.555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9507, kappa: 0.8789, kb_relative_information_score: 27288.386, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9507, predictive_accuracy: 0.9509, prior_entropy: 0.863, recall: 0.9509, relative_absolute_error: 0.2196, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4341, scimark_benchmark: 1372.3182, usercpu_time_millis: 2050.985, usercpu_time_millis_testing: 11.859, usercpu_time_millis_training: 2039.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9627, kappa: 0.9086, kb_relative_information_score: 28983.253, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.863, recall: 0.9628, relative_absolute_error: 0.1679, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.3791, scimark_benchmark: 1371.7408, usercpu_time_millis: 1883.976, usercpu_time_millis_testing: 7.577, usercpu_time_millis_training: 1876.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9423, kappa: 0.857, kb_relative_information_score: 24325.9697, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9428, predictive_accuracy: 0.943, prior_entropy: 0.863, recall: 0.943, relative_absolute_error: 0.3239, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.4815, scimark_benchmark: 1370.2944, usercpu_time_millis: 115.139, usercpu_time_millis_testing: 3.145, usercpu_time_millis_training: 111.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.97, kappa: 0.9263, kb_relative_information_score: 30045.1754, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9699, predictive_accuracy: 0.97, prior_entropy: 0.863, recall: 0.97, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1524, root_relative_squared_error: 0.3373, scimark_benchmark: 1366.7126, usercpu_time_millis: 497.298, usercpu_time_millis_testing: 5.43, usercpu_time_millis_training: 491.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9683, kappa: 0.9221, kb_relative_information_score: 28647.7482, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9684, predictive_accuracy: 0.9685, prior_entropy: 0.863, recall: 0.9685, relative_absolute_error: 0.1887, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.3584, scimark_benchmark: 1368.832, usercpu_time_millis: 788.732, usercpu_time_millis_testing: 26.446, usercpu_time_millis_training: 762.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9253, kappa: 0.8134, kb_relative_information_score: 24364.7798, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9275, predictive_accuracy: 0.9271, prior_entropy: 0.863, recall: 0.9271, relative_absolute_error: 0.3113, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.5044, scimark_benchmark: 1370.2568, usercpu_time_millis: 560.395, usercpu_time_millis_testing: 5.347, usercpu_time_millis_training: 555.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9387, kappa: 0.8482, kb_relative_information_score: 25420.9475, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9389, predictive_accuracy: 0.9393, prior_entropy: 0.863, recall: 0.9393, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.4744, scimark_benchmark: 1373.1779, usercpu_time_millis: 448.344, usercpu_time_millis_testing: 7.018, usercpu_time_millis_training: 441.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -0.6006, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1368.0829, usercpu_time_millis: 60.695, usercpu_time_millis_testing: 8.086, usercpu_time_millis_training: 52.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.7682, kappa: 0.4039, kb_relative_information_score: 9926.9299, mean_absolute_error: 0.3114, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8419, predictive_accuracy: 0.8054, prior_entropy: 0.863, recall: 0.8054, relative_absolute_error: 0.7631, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3555, root_relative_squared_error: 0.7869, scimark_benchmark: 1373.2199, usercpu_time_millis: 106.539, usercpu_time_millis_testing: 10.232, usercpu_time_millis_training: 96.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -5.7611, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1373.0364, usercpu_time_millis: 78.499, usercpu_time_millis_testing: 7.416, usercpu_time_millis_training: 71.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9525, kappa: 0.8834, kb_relative_information_score: 28831.8471, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9524, predictive_accuracy: 0.9525, prior_entropy: 0.863, recall: 0.9525, relative_absolute_error: 0.1647, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.4135, scimark_benchmark: 1366.6493, usercpu_time_millis: 19415.462, usercpu_time_millis_testing: 25.023, usercpu_time_millis_training: 19390.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9668, kappa: 0.9186, kb_relative_information_score: 29613.143, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9668, predictive_accuracy: 0.9669, prior_entropy: 0.863, recall: 0.9669, relative_absolute_error: 0.1493, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.358, scimark_benchmark: 1364.6848, usercpu_time_millis: 8183.124, usercpu_time_millis_testing: 26.228, usercpu_time_millis_training: 8156.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9679, kappa: 0.9212, kb_relative_information_score: 30104.319, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9679, predictive_accuracy: 0.9679, prior_entropy: 0.863, recall: 0.9679, relative_absolute_error: 0.1316, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.3522, scimark_benchmark: 1359.1424, usercpu_time_millis: 12285.315, usercpu_time_millis_testing: 21.01, usercpu_time_millis_training: 12264.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9449, kappa: 0.8642, kb_relative_information_score: 26751.1912, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9448, predictive_accuracy: 0.9451, prior_entropy: 0.863, recall: 0.9451, relative_absolute_error: 0.2321, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.4546, scimark_benchmark: 1358.8939, usercpu_time_millis: 9087.381, usercpu_time_millis_testing: 19.39, usercpu_time_millis_training: 9067.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9685, kappa: 0.9226, kb_relative_information_score: 29875.0286, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9684, predictive_accuracy: 0.9685, prior_entropy: 0.863, recall: 0.9685, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.3484, scimark_benchmark: 1362.7255, usercpu_time_millis: 3304.701, usercpu_time_millis_testing: 13.349, usercpu_time_millis_training: 3291.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9441, kappa: 0.8623, kb_relative_information_score: 26639.6966, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.944, predictive_accuracy: 0.9443, prior_entropy: 0.863, recall: 0.9443, relative_absolute_error: 0.2355, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.4564, scimark_benchmark: 1357.2678, usercpu_time_millis: 6301.612, usercpu_time_millis_testing: 23.366, usercpu_time_millis_training: 6278.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9272, kappa: 0.8188, kb_relative_information_score: 19975.758, mean_absolute_error: 0.1885, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9284, predictive_accuracy: 0.9286, prior_entropy: 0.863, recall: 0.9286, relative_absolute_error: 0.4619, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.5728, scimark_benchmark: 1363.3053, usercpu_time_millis: 239.26, usercpu_time_millis_testing: 7.617, usercpu_time_millis_training: 231.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.8685, kappa: 0.6798, kb_relative_information_score: 17321.7912, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8696, predictive_accuracy: 0.8678, prior_entropy: 0.863, recall: 0.8678, relative_absolute_error: 0.5087, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3071, root_relative_squared_error: 0.6798, scimark_benchmark: 1360.6392, usercpu_time_millis: 165.52, usercpu_time_millis_testing: 1.023, usercpu_time_millis_training: 164.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9624, kappa: 0.9077, kb_relative_information_score: 29013.0317, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9623, predictive_accuracy: 0.9624, prior_entropy: 0.863, recall: 0.9624, relative_absolute_error: 0.1671, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3788, scimark_benchmark: 1361.2158, usercpu_time_millis: 6781.115, usercpu_time_millis_testing: 24.205, usercpu_time_millis_training: 6756.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9164, kappa: 0.79, kb_relative_information_score: 23106.7703, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9206, predictive_accuracy: 0.9191, prior_entropy: 0.863, recall: 0.9191, relative_absolute_error: 0.3553, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2392, root_relative_squared_error: 0.5296, scimark_benchmark: 1366.6906, usercpu_time_millis: 253.266, usercpu_time_millis_testing: 2.051, usercpu_time_millis_training: 251.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9532, kappa: 0.8851, kb_relative_information_score: 27688.3705, mean_absolute_error: 0.0841, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9531, predictive_accuracy: 0.9532, prior_entropy: 0.863, recall: 0.9532, relative_absolute_error: 0.2061, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4237, scimark_benchmark: 1359.9238, usercpu_time_millis: 4935.575, usercpu_time_millis_testing: 18.036, usercpu_time_millis_training: 4917.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9471, kappa: 0.8697, kb_relative_information_score: 26448.7561, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9471, predictive_accuracy: 0.9474, prior_entropy: 0.863, recall: 0.9474, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2019, root_relative_squared_error: 0.4469, scimark_benchmark: 1362.3937, usercpu_time_millis: 700.226, usercpu_time_millis_testing: 10.339, usercpu_time_millis_training: 689.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.9164, kappa: 0.7897, kb_relative_information_score: 24446.7467, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9213, predictive_accuracy: 0.9193, prior_entropy: 0.863, recall: 0.9193, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.5191, scimark_benchmark: 1366.403, usercpu_time_millis: 1365.081, usercpu_time_millis_testing: 4.364, usercpu_time_millis_training: 1360.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9666, kappa: 0.918, kb_relative_information_score: 29765.934, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9665, predictive_accuracy: 0.9666, prior_entropy: 0.863, recall: 0.9666, relative_absolute_error: 0.1431, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1622, root_relative_squared_error: 0.3592, scimark_benchmark: 1364.5252, usercpu_time_millis: 465.044, usercpu_time_millis_testing: 0.913, usercpu_time_millis_training: 464.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9486, kappa: 0.8739, kb_relative_information_score: 27237.9192, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9486, predictive_accuracy: 0.9487, prior_entropy: 0.863, recall: 0.9487, relative_absolute_error: 0.2184, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.4416, scimark_benchmark: 1360.4953, usercpu_time_millis: 1294.945, usercpu_time_millis_testing: 2.285, usercpu_time_millis_training: 1292.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.965, kappa: 0.9141, kb_relative_information_score: 29170.1525, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.965, predictive_accuracy: 0.9651, prior_entropy: 0.863, recall: 0.9651, relative_absolute_error: 0.1637, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.3687, scimark_benchmark: 1348.7107, usercpu_time_millis: 822.168, usercpu_time_millis_testing: 4.245, usercpu_time_millis_training: 817.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9609, kappa: 0.904, kb_relative_information_score: 28693.9688, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9609, predictive_accuracy: 0.961, prior_entropy: 0.863, recall: 0.961, relative_absolute_error: 0.1773, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3874, scimark_benchmark: 1366.4801, usercpu_time_millis: 2086.504, usercpu_time_millis_testing: 11.885, usercpu_time_millis_training: 2074.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9684, kappa: 0.9224, kb_relative_information_score: 30024.0881, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9683, predictive_accuracy: 0.9684, prior_entropy: 0.863, recall: 0.9684, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.349, scimark_benchmark: 1358.9088, usercpu_time_millis: 3998.96, usercpu_time_millis_testing: 8.023, usercpu_time_millis_training: 3990.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: -2.493, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1357.7649, usercpu_time_millis: 20.907, usercpu_time_millis_testing: 0.791, usercpu_time_millis_training: 20.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9673, kappa: 0.9196, kb_relative_information_score: 29037.6314, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9673, predictive_accuracy: 0.9674, prior_entropy: 0.863, recall: 0.9674, relative_absolute_error: 0.1725, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.161, root_relative_squared_error: 0.3565, scimark_benchmark: 1360.9823, usercpu_time_millis: 1287.025, usercpu_time_millis_testing: 37.385, usercpu_time_millis_training: 1249.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.962, kappa: 0.9067, kb_relative_information_score: 29199.0407, mean_absolute_error: 0.0651, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9619, predictive_accuracy: 0.962, prior_entropy: 0.863, recall: 0.962, relative_absolute_error: 0.1596, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.3794, scimark_benchmark: 1366.2722, usercpu_time_millis: 13258.984, usercpu_time_millis_testing: 22.443, usercpu_time_millis_training: 13236.541,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9333, kappa: 0.8347, kb_relative_information_score: 25515.0194, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9338, predictive_accuracy: 0.9342, prior_entropy: 0.863, recall: 0.9342, relative_absolute_error: 0.2656, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.4926, scimark_benchmark: 1366.7065, usercpu_time_millis: 7086.577, usercpu_time_millis_testing: 17.493, usercpu_time_millis_training: 7069.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9578, kappa: 0.8964, kb_relative_information_score: 28234.4739, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9578, predictive_accuracy: 0.958, prior_entropy: 0.863, recall: 0.958, relative_absolute_error: 0.192, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.4008, scimark_benchmark: 1360.9741, usercpu_time_millis: 816.808, usercpu_time_millis_testing: 7.713, usercpu_time_millis_training: 809.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9491, kappa: 0.875, kb_relative_information_score: 27187.5879, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.949, predictive_accuracy: 0.9491, prior_entropy: 0.863, recall: 0.9491, relative_absolute_error: 0.2214, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.4377, scimark_benchmark: 1366.4008, usercpu_time_millis: 3602.726, usercpu_time_millis_testing: 18.492, usercpu_time_millis_training: 3584.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.8694, kappa: 0.6795, kb_relative_information_score: 15311.8329, mean_absolute_error: 0.2385, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8692, predictive_accuracy: 0.8696, prior_entropy: 0.863, recall: 0.8696, relative_absolute_error: 0.5845, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.31, root_relative_squared_error: 0.6863, scimark_benchmark: 1357.6952, usercpu_time_millis: 125.97, usercpu_time_millis_testing: 5.257, usercpu_time_millis_training: 120.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9653, kappa: 0.9148, kb_relative_information_score: 29507.7869, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9652, predictive_accuracy: 0.9653, prior_entropy: 0.863, recall: 0.9653, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1648, root_relative_squared_error: 0.3649, scimark_benchmark: 1358.5079, usercpu_time_millis: 110.291, usercpu_time_millis_testing: 0.77, usercpu_time_millis_training: 109.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9605, kappa: 0.903, kb_relative_information_score: 28625.4702, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9604, predictive_accuracy: 0.9605, prior_entropy: 0.863, recall: 0.9605, relative_absolute_error: 0.1792, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3873, scimark_benchmark: 1364.4214, usercpu_time_millis: 1727.855, usercpu_time_millis_testing: 10.113, usercpu_time_millis_training: 1717.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.963, kappa: 0.9092, kb_relative_information_score: 28946.5659, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.963, predictive_accuracy: 0.9631, prior_entropy: 0.863, recall: 0.9631, relative_absolute_error: 0.1703, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.3777, scimark_benchmark: 1369.0123, usercpu_time_millis: 2840.005, usercpu_time_millis_testing: 11.54, usercpu_time_millis_training: 2828.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9631, kappa: 0.9094, kb_relative_information_score: 29086.9138, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9631, predictive_accuracy: 0.9632, prior_entropy: 0.863, recall: 0.9632, relative_absolute_error: 0.165, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.3761, scimark_benchmark: 1363.2829, usercpu_time_millis: 7254.354, usercpu_time_millis_testing: 17.84, usercpu_time_millis_training: 7236.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9693, kappa: 0.9247, kb_relative_information_score: 29950.5797, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9693, predictive_accuracy: 0.9693, prior_entropy: 0.863, recall: 0.9693, relative_absolute_error: 0.139, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1562, root_relative_squared_error: 0.3458, scimark_benchmark: 1363.738, usercpu_time_millis: 8970.372, usercpu_time_millis_testing: 23.795, usercpu_time_millis_training: 8946.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9554, kappa: 0.8907, kb_relative_information_score: 27989.8032, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9554, predictive_accuracy: 0.9554, prior_entropy: 0.863, recall: 0.9554, relative_absolute_error: 0.1971, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.4119, scimark_benchmark: 1365.4616, usercpu_time_millis: 1092.582, usercpu_time_millis_testing: 4.426, usercpu_time_millis_training: 1088.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9691, kappa: 0.9243, kb_relative_information_score: 30110.3267, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9691, predictive_accuracy: 0.9692, prior_entropy: 0.863, recall: 0.9692, relative_absolute_error: 0.1332, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1555, root_relative_squared_error: 0.3443, scimark_benchmark: 1366.1584, usercpu_time_millis: 2204.305, usercpu_time_millis_testing: 6.478, usercpu_time_millis_training: 2197.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9651, kappa: 0.9141, kb_relative_information_score: 28716.9877, mean_absolute_error: 0.0742, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.965, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.1818, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.3692, scimark_benchmark: 1365.7415, usercpu_time_millis: 164.747, usercpu_time_millis_testing: 4.937, usercpu_time_millis_training: 159.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9678, kappa: 0.921, kb_relative_information_score: 29729.4761, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.863, recall: 0.9678, relative_absolute_error: 0.1464, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.3489, scimark_benchmark: 1364.3958, usercpu_time_millis: 3815.949, usercpu_time_millis_testing: 26.69, usercpu_time_millis_training: 3789.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9084, kappa: 0.773, kb_relative_information_score: 23123.9254, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9083, predictive_accuracy: 0.9095, prior_entropy: 0.863, recall: 0.9095, relative_absolute_error: 0.3406, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.5492, scimark_benchmark: 1369.2024, usercpu_time_millis: 2627.77, usercpu_time_millis_testing: 8.514, usercpu_time_millis_training: 2619.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.958, kappa: 0.897, kb_relative_information_score: 28270.2226, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.958, predictive_accuracy: 0.958, prior_entropy: 0.863, recall: 0.958, relative_absolute_error: 0.1897, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.3992, scimark_benchmark: 1364.5377, usercpu_time_millis: 2357.966, usercpu_time_millis_testing: 15.128, usercpu_time_millis_training: 2342.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9699, kappa: 0.9262, kb_relative_information_score: 30139.4389, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9699, predictive_accuracy: 0.9699, prior_entropy: 0.863, recall: 0.9699, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.3356, scimark_benchmark: 1337.47, usercpu_time_millis: 4370.691, usercpu_time_millis_testing: 32.894, usercpu_time_millis_training: 4337.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9678, kappa: 0.9211, kb_relative_information_score: 29766.443, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9678, predictive_accuracy: 0.9679, prior_entropy: 0.863, recall: 0.9679, relative_absolute_error: 0.1446, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.3528, scimark_benchmark: 1364.72, usercpu_time_millis: 4732.137, usercpu_time_millis_testing: 13.919, usercpu_time_millis_training: 4718.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.933, kappa: 0.8333, kb_relative_information_score: 24020.1671, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9339, predictive_accuracy: 0.9341, prior_entropy: 0.863, recall: 0.9341, relative_absolute_error: 0.3287, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.4996, scimark_benchmark: 1365.7012, usercpu_time_millis: 488.382, usercpu_time_millis_testing: 7.65, usercpu_time_millis_training: 480.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9347, kappa: 0.8382, kb_relative_information_score: 25314.2572, mean_absolute_error: 0.1135, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9351, predictive_accuracy: 0.9356, prior_entropy: 0.863, recall: 0.9356, relative_absolute_error: 0.2782, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.4895, scimark_benchmark: 1365.4475, usercpu_time_millis: 731.716, usercpu_time_millis_testing: 4.069, usercpu_time_millis_training: 727.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9674, kappa: 0.92, kb_relative_information_score: 29763.7341, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9674, predictive_accuracy: 0.9674, prior_entropy: 0.863, recall: 0.9674, relative_absolute_error: 0.1442, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.3548, scimark_benchmark: 1372.1798, usercpu_time_millis: 12237.903, usercpu_time_millis_testing: 21.296, usercpu_time_millis_training: 12216.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9433, kappa: 0.8601, kb_relative_information_score: 26324.1774, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9432, predictive_accuracy: 0.9437, prior_entropy: 0.863, recall: 0.9437, relative_absolute_error: 0.2445, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4648, scimark_benchmark: 1365.5629, usercpu_time_millis: 2598.488, usercpu_time_millis_testing: 8.009, usercpu_time_millis_training: 2590.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9655, kappa: 0.9154, kb_relative_information_score: 29200.1857, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9655, predictive_accuracy: 0.9656, prior_entropy: 0.863, recall: 0.9656, relative_absolute_error: 0.1633, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.364, scimark_benchmark: 1364.3555, usercpu_time_millis: 845.054, usercpu_time_millis_testing: 9.668, usercpu_time_millis_training: 835.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.965, kappa: 0.914, kb_relative_information_score: 29327.6735, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9649, predictive_accuracy: 0.965, prior_entropy: 0.863, recall: 0.965, relative_absolute_error: 0.1578, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.3681, scimark_benchmark: 1366.5253, usercpu_time_millis: 10638.717, usercpu_time_millis_testing: 24.211, usercpu_time_millis_training: 10614.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9517, kappa: 0.8814, kb_relative_information_score: 27432.233, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9516, predictive_accuracy: 0.9517, prior_entropy: 0.863, recall: 0.9517, relative_absolute_error: 0.2141, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.431, scimark_benchmark: 1364.3012, usercpu_time_millis: 1168.612, usercpu_time_millis_testing: 7.018, usercpu_time_millis_training: 1161.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9641, kappa: 0.912, kb_relative_information_score: 29253.0298, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9641, predictive_accuracy: 0.9642, prior_entropy: 0.863, recall: 0.9642, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.3713, scimark_benchmark: 1366.5226, usercpu_time_millis: 1204.15, usercpu_time_millis_testing: 3.662, usercpu_time_millis_training: 1200.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9596, kappa: 0.9007, kb_relative_information_score: 28282.5076, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9595, predictive_accuracy: 0.9597, prior_entropy: 0.863, recall: 0.9597, relative_absolute_error: 0.1917, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1777, root_relative_squared_error: 0.3933, scimark_benchmark: 1364.1656, usercpu_time_millis: 439.535, usercpu_time_millis_testing: 13.119, usercpu_time_millis_training: 426.416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.952, kappa: 0.8824, kb_relative_information_score: 27618.2353, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.952, predictive_accuracy: 0.952, prior_entropy: 0.863, recall: 0.952, relative_absolute_error: 0.2078, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.4262, scimark_benchmark: 1364.8241, usercpu_time_millis: 1045.724, usercpu_time_millis_testing: 3.418, usercpu_time_millis_training: 1042.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9142, kappa: 0.7867, kb_relative_information_score: 22650.4675, mean_absolute_error: 0.1503, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9146, predictive_accuracy: 0.9156, prior_entropy: 0.863, recall: 0.9156, relative_absolute_error: 0.3684, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.5389, scimark_benchmark: 1368.4091, usercpu_time_millis: 205.693, usercpu_time_millis_testing: 2.179, usercpu_time_millis_training: 203.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9491, kappa: 0.8752, kb_relative_information_score: 27814.8684, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9491, predictive_accuracy: 0.9491, prior_entropy: 0.863, recall: 0.9491, relative_absolute_error: 0.1989, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.4326, scimark_benchmark: 1365.8726, usercpu_time_millis: 3653.1, usercpu_time_millis_testing: 5.781, usercpu_time_millis_training: 3647.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9591, kappa: 0.8995, kb_relative_information_score: 28380.8759, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.959, predictive_accuracy: 0.9592, prior_entropy: 0.863, recall: 0.9592, relative_absolute_error: 0.1875, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.395, scimark_benchmark: 1362.7489, usercpu_time_millis: 557.402, usercpu_time_millis_testing: 7.157, usercpu_time_millis_training: 550.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.8595, kappa: 0.6617, kb_relative_information_score: 17326.1001, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8634, predictive_accuracy: 0.8575, prior_entropy: 0.863, recall: 0.8575, relative_absolute_error: 0.4996, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3157, root_relative_squared_error: 0.699, scimark_benchmark: 1361.3222, usercpu_time_millis: 1141.022, usercpu_time_millis_testing: 2.734, usercpu_time_millis_training: 1138.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9437, kappa: 0.8613, kb_relative_information_score: 26560.6081, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9436, predictive_accuracy: 0.9439, prior_entropy: 0.863, recall: 0.9439, relative_absolute_error: 0.2367, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.4617, scimark_benchmark: 1367.1958, usercpu_time_millis: 987.499, usercpu_time_millis_testing: 2.367, usercpu_time_millis_training: 985.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.8608, kappa: 0.6621, kb_relative_information_score: 17065.4074, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8626, predictive_accuracy: 0.8596, prior_entropy: 0.863, recall: 0.8596, relative_absolute_error: 0.5147, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.6967, scimark_benchmark: 1360.7754, usercpu_time_millis: 805.785, usercpu_time_millis_testing: 8.565, usercpu_time_millis_training: 797.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9333, kappa: 0.8348, kb_relative_information_score: 25876.7968, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9335, predictive_accuracy: 0.934, prior_entropy: 0.863, recall: 0.934, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.4866, scimark_benchmark: 1356.5006, usercpu_time_millis: 9059.516, usercpu_time_millis_testing: 18.02, usercpu_time_millis_training: 9041.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9585, kappa: 0.8982, kb_relative_information_score: 28489.5985, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9585, predictive_accuracy: 0.9585, prior_entropy: 0.863, recall: 0.9585, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.3996, scimark_benchmark: 1360.7283, usercpu_time_millis: 2012.551, usercpu_time_millis_testing: 3.771, usercpu_time_millis_training: 2008.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9316, kappa: 0.83, kb_relative_information_score: 25143.3556, mean_absolute_error: 0.1147, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9326, predictive_accuracy: 0.9328, prior_entropy: 0.863, recall: 0.9328, relative_absolute_error: 0.2811, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2246, root_relative_squared_error: 0.4973, scimark_benchmark: 1365.1995, usercpu_time_millis: 1819.043, usercpu_time_millis_testing: 10.056, usercpu_time_millis_training: 1808.987,

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