OpenML
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: 0.9896, f_measure: 0.9536, kappa: 0.8859, kb_relative_information_score: 27082.8661, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9536, predictive_accuracy: 0.9538, prior_entropy: 0.863, recall: 0.9538, relative_absolute_error: 0.2292, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.4255, scimark_benchmark: 1358.6721, usercpu_time_millis: 1027.838, usercpu_time_millis_testing: 22.602, usercpu_time_millis_training: 1005.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -0.1051, 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: 1357.4842, usercpu_time_millis: 63.822, usercpu_time_millis_testing: 5.983, usercpu_time_millis_training: 57.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9629, kappa: 0.909, kb_relative_information_score: 28830.0368, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9629, predictive_accuracy: 0.963, prior_entropy: 0.863, recall: 0.963, relative_absolute_error: 0.1745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.3778, scimark_benchmark: 1366.7879, usercpu_time_millis: 1882.525, usercpu_time_millis_testing: 22.004, usercpu_time_millis_training: 1860.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9637, kappa: 0.9108, kb_relative_information_score: 29094.0519, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9636, predictive_accuracy: 0.9638, prior_entropy: 0.863, recall: 0.9638, relative_absolute_error: 0.1649, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.375, scimark_benchmark: 1359.2796, usercpu_time_millis: 72.279, usercpu_time_millis_testing: 0.713, usercpu_time_millis_training: 71.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.9386, kappa: 0.8484, kb_relative_information_score: 26176.9411, mean_absolute_error: 0.1012, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9387, predictive_accuracy: 0.9392, prior_entropy: 0.863, recall: 0.9392, relative_absolute_error: 0.2479, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.4714, scimark_benchmark: 1364.461, usercpu_time_millis: 678.764, usercpu_time_millis_testing: 1.847, usercpu_time_millis_training: 676.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9677, kappa: 0.9207, kb_relative_information_score: 29659.7949, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9676, predictive_accuracy: 0.9677, prior_entropy: 0.863, recall: 0.9677, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.3543, scimark_benchmark: 1360.6469, usercpu_time_millis: 8654.921, usercpu_time_millis_testing: 23.453, usercpu_time_millis_training: 8631.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8612, kappa: 0.6578, kb_relative_information_score: 14527.3622, mean_absolute_error: 0.2511, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8606, predictive_accuracy: 0.8621, prior_entropy: 0.863, recall: 0.8621, relative_absolute_error: 0.6154, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.709, scimark_benchmark: 1355.1593, usercpu_time_millis: 182.481, usercpu_time_millis_testing: 9.072, usercpu_time_millis_training: 173.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9555, kappa: 0.8906, kb_relative_information_score: 27844.0312, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9554, predictive_accuracy: 0.9555, prior_entropy: 0.863, recall: 0.9555, relative_absolute_error: 0.2034, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.186, root_relative_squared_error: 0.4118, scimark_benchmark: 1350.0883, usercpu_time_millis: 657.021, usercpu_time_millis_testing: 11.755, usercpu_time_millis_training: 645.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.935, kappa: 0.8388, kb_relative_information_score: 25684.1594, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9354, predictive_accuracy: 0.9358, prior_entropy: 0.863, recall: 0.9358, relative_absolute_error: 0.2635, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.4841, scimark_benchmark: 1362.1889, usercpu_time_millis: 4124.28, usercpu_time_millis_testing: 12.421, usercpu_time_millis_training: 4111.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9433, kappa: 0.8596, kb_relative_information_score: 25273.2576, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9437, predictive_accuracy: 0.944, prior_entropy: 0.863, recall: 0.944, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4655, scimark_benchmark: 1360.0843, usercpu_time_millis: 111.393, usercpu_time_millis_testing: 2.585, usercpu_time_millis_training: 108.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9281, kappa: 0.8211, kb_relative_information_score: 21680.2644, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9293, predictive_accuracy: 0.9295, prior_entropy: 0.863, recall: 0.9295, relative_absolute_error: 0.4061, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.5398, scimark_benchmark: 1362.5365, usercpu_time_millis: 57.712, usercpu_time_millis_testing: 1.377, usercpu_time_millis_training: 56.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9506, kappa: 0.8788, kb_relative_information_score: 27207.1177, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9506, predictive_accuracy: 0.9507, prior_entropy: 0.863, recall: 0.9507, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.4359, scimark_benchmark: 1358.2833, usercpu_time_millis: 3274.432, usercpu_time_millis_testing: 20.582, usercpu_time_millis_training: 3253.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9309, kappa: 0.8281, kb_relative_information_score: 25163.0945, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9321, predictive_accuracy: 0.9322, prior_entropy: 0.863, recall: 0.9322, relative_absolute_error: 0.2748, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.227, root_relative_squared_error: 0.5024, scimark_benchmark: 1354.3557, usercpu_time_millis: 4801.266, usercpu_time_millis_testing: 15.155, usercpu_time_millis_training: 4786.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9676, kappa: 0.9203, kb_relative_information_score: 29040.3265, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9676, predictive_accuracy: 0.9677, prior_entropy: 0.863, recall: 0.9677, relative_absolute_error: 0.1724, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.3565, scimark_benchmark: 1359.8256, usercpu_time_millis: 962.705, usercpu_time_millis_testing: 26.098, usercpu_time_millis_training: 936.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.8592, kappa: 0.6537, kb_relative_information_score: 14944.6405, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8588, predictive_accuracy: 0.8597, prior_entropy: 0.863, recall: 0.8597, relative_absolute_error: 0.5983, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.7244, scimark_benchmark: 1358.0284, usercpu_time_millis: 209.121, usercpu_time_millis_testing: 7.026, usercpu_time_millis_training: 202.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9686, kappa: 0.9229, kb_relative_information_score: 29950.253, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9685, predictive_accuracy: 0.9686, prior_entropy: 0.863, recall: 0.9686, relative_absolute_error: 0.1385, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.348, scimark_benchmark: 1358.6009, usercpu_time_millis: 8531.88, usercpu_time_millis_testing: 21.059, usercpu_time_millis_training: 8510.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9652, kappa: 0.9147, kb_relative_information_score: 29390.1892, mean_absolute_error: 0.0634, 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: 0.1554, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3665, scimark_benchmark: 1365.0941, usercpu_time_millis: 6126.463, usercpu_time_millis_testing: 18.578, usercpu_time_millis_training: 6107.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, f_measure: 0.8581, kappa: 0.6548, kb_relative_information_score: 15556.8719, mean_absolute_error: 0.2342, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8594, predictive_accuracy: 0.8572, prior_entropy: 0.863, recall: 0.8572, relative_absolute_error: 0.5738, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3355, root_relative_squared_error: 0.7426, scimark_benchmark: 1361.0201, usercpu_time_millis: 102.808, usercpu_time_millis_testing: 1.421, usercpu_time_millis_training: 101.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9653, kappa: 0.9149, kb_relative_information_score: 29383.3344, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9653, predictive_accuracy: 0.9654, prior_entropy: 0.863, recall: 0.9654, relative_absolute_error: 0.1566, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1647, root_relative_squared_error: 0.3646, scimark_benchmark: 1361.4877, usercpu_time_millis: 8788.956, usercpu_time_millis_testing: 23.132, usercpu_time_millis_training: 8765.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9662, kappa: 0.9171, kb_relative_information_score: 29384.4286, mean_absolute_error: 0.0641, 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: 0.1571, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3625, scimark_benchmark: 1360.0473, usercpu_time_millis: 2461.924, usercpu_time_millis_testing: 9.969, usercpu_time_millis_training: 2451.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9653, kappa: 0.9149, kb_relative_information_score: 29645.1038, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 0.863, recall: 0.9653, relative_absolute_error: 0.1464, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1646, root_relative_squared_error: 0.3644, scimark_benchmark: 1372.7268, usercpu_time_millis: 8036.536, usercpu_time_millis_testing: 13.358, usercpu_time_millis_training: 8023.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9407, kappa: 0.8536, kb_relative_information_score: 26002.4536, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9408, predictive_accuracy: 0.9412, prior_entropy: 0.863, recall: 0.9412, relative_absolute_error: 0.2582, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.4644, scimark_benchmark: 1351.373, usercpu_time_millis: 772.69, usercpu_time_millis_testing: 5.478, usercpu_time_millis_training: 767.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9661, kappa: 0.9168, kb_relative_information_score: 29384.0429, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9661, predictive_accuracy: 0.9661, prior_entropy: 0.863, recall: 0.9661, relative_absolute_error: 0.1569, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.3629, scimark_benchmark: 1361.5562, usercpu_time_millis: 6741.568, usercpu_time_millis_testing: 27.879, usercpu_time_millis_training: 6713.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.917, kappa: 0.7913, kb_relative_information_score: 24445.4436, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9221, predictive_accuracy: 0.9199, prior_entropy: 0.863, recall: 0.9199, relative_absolute_error: 0.3005, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2347, root_relative_squared_error: 0.5197, scimark_benchmark: 1362.0965, usercpu_time_millis: 725.955, usercpu_time_millis_testing: 3.548, usercpu_time_millis_training: 722.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9623, kappa: 0.9074, kb_relative_information_score: 28844.9147, mean_absolute_error: 0.0706, 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: 0.173, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.172, root_relative_squared_error: 0.3809, scimark_benchmark: 1359.9111, usercpu_time_millis: 703.604, usercpu_time_millis_testing: 3.932, usercpu_time_millis_training: 699.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9688, kappa: 0.9235, kb_relative_information_score: 29804.2234, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9688, predictive_accuracy: 0.9689, prior_entropy: 0.863, recall: 0.9689, relative_absolute_error: 0.1447, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.3435, scimark_benchmark: 1364.0229, usercpu_time_millis: 2360.391, usercpu_time_millis_testing: 22.384, usercpu_time_millis_training: 2338.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9626, kappa: 0.9081, kb_relative_information_score: 29111.5153, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9625, predictive_accuracy: 0.9627, prior_entropy: 0.863, recall: 0.9627, relative_absolute_error: 0.1641, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.3768, scimark_benchmark: 1370.0855, usercpu_time_millis: 5951.321, usercpu_time_millis_testing: 15.071, usercpu_time_millis_training: 5936.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9417, kappa: 0.8564, kb_relative_information_score: 26348.2045, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9416, predictive_accuracy: 0.942, prior_entropy: 0.863, recall: 0.942, relative_absolute_error: 0.2423, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.4682, scimark_benchmark: 1366.998, usercpu_time_millis: 3953.393, usercpu_time_millis_testing: 6.426, usercpu_time_millis_training: 3946.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9692, kappa: 0.9245, kb_relative_information_score: 29890.7367, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9692, predictive_accuracy: 0.9693, prior_entropy: 0.863, recall: 0.9693, relative_absolute_error: 0.1414, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.3441, scimark_benchmark: 1363.9295, usercpu_time_millis: 3455.094, usercpu_time_millis_testing: 17.501, usercpu_time_millis_training: 3437.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9582, kappa: 0.8975, kb_relative_information_score: 28120.1317, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9582, predictive_accuracy: 0.9583, prior_entropy: 0.863, recall: 0.9583, relative_absolute_error: 0.195, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.4003, scimark_benchmark: 1357.2074, usercpu_time_millis: 464.125, usercpu_time_millis_testing: 4.304, usercpu_time_millis_training: 459.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9467, kappa: 0.8689, kb_relative_information_score: 26973.1172, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9466, predictive_accuracy: 0.9468, prior_entropy: 0.863, recall: 0.9468, relative_absolute_error: 0.2265, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.4454, scimark_benchmark: 1359.9452, usercpu_time_millis: 2594.673, usercpu_time_millis_testing: 8.979, usercpu_time_millis_training: 2585.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9584, kappa: 0.8981, kb_relative_information_score: 28380.5165, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9584, predictive_accuracy: 0.9585, prior_entropy: 0.863, recall: 0.9585, relative_absolute_error: 0.1854, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.4009, scimark_benchmark: 1372.5667, usercpu_time_millis: 1870.025, usercpu_time_millis_testing: 6.899, usercpu_time_millis_training: 1863.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9681, kappa: 0.9217, kb_relative_information_score: 30220.9247, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9681, predictive_accuracy: 0.9681, prior_entropy: 0.863, recall: 0.9681, relative_absolute_error: 0.1278, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.3488, scimark_benchmark: 1371.5118, usercpu_time_millis: 1358.492, usercpu_time_millis_testing: 2.341, usercpu_time_millis_training: 1356.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.967, kappa: 0.9187, kb_relative_information_score: 28292.2507, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.967, predictive_accuracy: 0.9672, prior_entropy: 0.863, recall: 0.9672, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.369, scimark_benchmark: 1372.3939, usercpu_time_millis: 497.999, usercpu_time_millis_testing: 15.718, usercpu_time_millis_training: 482.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.95, kappa: 0.8772, kb_relative_information_score: 27156.9096, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9499, predictive_accuracy: 0.9501, prior_entropy: 0.863, recall: 0.9501, relative_absolute_error: 0.2228, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4372, scimark_benchmark: 1373.7303, usercpu_time_millis: 371.942, usercpu_time_millis_testing: 3.008, usercpu_time_millis_training: 368.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9621, kappa: 0.9068, kb_relative_information_score: 28502.7047, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.962, predictive_accuracy: 0.9622, prior_entropy: 0.863, recall: 0.9622, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3843, scimark_benchmark: 1373.0688, usercpu_time_millis: 296.177, usercpu_time_millis_testing: 7.518, usercpu_time_millis_training: 288.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.9039, kappa: 0.7609, kb_relative_information_score: 17188.4198, mean_absolute_error: 0.2178, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9044, predictive_accuracy: 0.9056, prior_entropy: 0.863, recall: 0.9056, relative_absolute_error: 0.5336, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2876, root_relative_squared_error: 0.6366, scimark_benchmark: 1371.4667, usercpu_time_millis: 267.953, usercpu_time_millis_testing: 8.823, usercpu_time_millis_training: 259.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9576, kappa: 0.8961, kb_relative_information_score: 28602.2983, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9576, predictive_accuracy: 0.9576, prior_entropy: 0.863, recall: 0.9576, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.3997, scimark_benchmark: 1160.7115, usercpu_time_millis: 5853.777, usercpu_time_millis_testing: 12.11, usercpu_time_millis_training: 5841.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9666, kappa: 0.9181, kb_relative_information_score: 29559.5076, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9666, predictive_accuracy: 0.9667, prior_entropy: 0.863, recall: 0.9667, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.162, root_relative_squared_error: 0.3586, scimark_benchmark: 1259.6449, usercpu_time_millis: 9157.304, usercpu_time_millis_testing: 32.358, usercpu_time_millis_training: 9124.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9313, kappa: 0.8302, kb_relative_information_score: 25711.926, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9314, predictive_accuracy: 0.932, prior_entropy: 0.863, recall: 0.932, relative_absolute_error: 0.2574, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.4965, scimark_benchmark: 1295.2238, usercpu_time_millis: 9539.416, usercpu_time_millis_testing: 16.688, usercpu_time_millis_training: 9522.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9552, kappa: 0.8901, kb_relative_information_score: 27986.7608, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9551, predictive_accuracy: 0.9552, prior_entropy: 0.863, recall: 0.9552, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.4135, scimark_benchmark: 1252.1268, usercpu_time_millis: 10033.686, usercpu_time_millis_testing: 27.601, usercpu_time_millis_training: 10006.085,
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: 0.9919, f_measure: 0.9623, kappa: 0.9075, kb_relative_information_score: 28951.1085, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9623, predictive_accuracy: 0.9623, prior_entropy: 0.863, recall: 0.9623, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3811, scimark_benchmark: 1236.63, usercpu_time_millis: 7778.888, usercpu_time_millis_testing: 20.543, usercpu_time_millis_training: 7758.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9669, kappa: 0.9188, kb_relative_information_score: 29458.7205, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9669, predictive_accuracy: 0.967, prior_entropy: 0.863, recall: 0.967, relative_absolute_error: 0.1552, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.3574, scimark_benchmark: 1268.6042, usercpu_time_millis: 1390.548, usercpu_time_millis_testing: 12.322, usercpu_time_millis_training: 1378.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -4.8953, 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: 1246.0918, usercpu_time_millis: 56.938, usercpu_time_millis_testing: 8.249, usercpu_time_millis_training: 48.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9359, f_measure: 0.8682, kappa: 0.6791, kb_relative_information_score: 17377.3372, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8693, predictive_accuracy: 0.8674, prior_entropy: 0.863, recall: 0.8674, relative_absolute_error: 0.508, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3055, root_relative_squared_error: 0.6763, scimark_benchmark: 1189.846, usercpu_time_millis: 10.529, usercpu_time_millis_testing: 0.462, usercpu_time_millis_training: 10.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9657, kappa: 0.9157, kb_relative_information_score: 29577.103, mean_absolute_error: 0.0611, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9656, predictive_accuracy: 0.9657, prior_entropy: 0.863, recall: 0.9657, relative_absolute_error: 0.1496, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3626, scimark_benchmark: 1252.3277, usercpu_time_millis: 11399.348, usercpu_time_millis_testing: 19.588, usercpu_time_millis_training: 11379.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9353, kappa: 0.8395, kb_relative_information_score: 24913.8823, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9359, predictive_accuracy: 0.9363, prior_entropy: 0.863, recall: 0.9363, relative_absolute_error: 0.2962, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.488, scimark_benchmark: 1225.0619, usercpu_time_millis: 158.42, usercpu_time_millis_testing: 5.056, usercpu_time_millis_training: 153.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: -3.4976, 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: 1187.7017, usercpu_time_millis: 43.721, usercpu_time_millis_testing: 2.454, usercpu_time_millis_training: 41.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9636, kappa: 0.9107, kb_relative_information_score: 29003.6798, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9636, predictive_accuracy: 0.9637, prior_entropy: 0.863, recall: 0.9637, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.3744, scimark_benchmark: 1259.5311, usercpu_time_millis: 856.848, usercpu_time_millis_testing: 7.256, usercpu_time_millis_training: 849.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9604, kappa: 0.9026, kb_relative_information_score: 28086.9468, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9604, predictive_accuracy: 0.9606, prior_entropy: 0.863, recall: 0.9606, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3925, scimark_benchmark: 1269.6213, usercpu_time_millis: 560.833, usercpu_time_millis_testing: 26.366, usercpu_time_millis_training: 534.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9636, kappa: 0.9106, kb_relative_information_score: 29193.4826, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9635, predictive_accuracy: 0.9636, prior_entropy: 0.863, recall: 0.9636, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.3736, scimark_benchmark: 1236.3244, usercpu_time_millis: 9866.732, usercpu_time_millis_testing: 34.891, usercpu_time_millis_training: 9831.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9683, kappa: 0.9222, kb_relative_information_score: 29994.3731, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9683, predictive_accuracy: 0.9683, prior_entropy: 0.863, recall: 0.9683, relative_absolute_error: 0.1368, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.3486, scimark_benchmark: 1253.1311, usercpu_time_millis: 7965.806, usercpu_time_millis_testing: 19.2, usercpu_time_millis_training: 7946.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.8582, kappa: 0.6549, kb_relative_information_score: 15563.3661, mean_absolute_error: 0.2343, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8594, predictive_accuracy: 0.8573, prior_entropy: 0.863, recall: 0.8573, relative_absolute_error: 0.5741, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3347, root_relative_squared_error: 0.741, scimark_benchmark: 1238.7795, usercpu_time_millis: 265.071, usercpu_time_millis_testing: 4.597, usercpu_time_millis_training: 260.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9587, kappa: 0.8986, kb_relative_information_score: 28335.0082, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9587, predictive_accuracy: 0.9588, prior_entropy: 0.863, recall: 0.9588, relative_absolute_error: 0.1878, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.181, root_relative_squared_error: 0.4007, scimark_benchmark: 1236.6391, usercpu_time_millis: 2210.995, usercpu_time_millis_testing: 12.677, usercpu_time_millis_training: 2198.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9622, kappa: 0.9071, kb_relative_information_score: 28531.5341, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9622, predictive_accuracy: 0.9623, prior_entropy: 0.863, recall: 0.9623, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.173, root_relative_squared_error: 0.3831, scimark_benchmark: 1192.9065, usercpu_time_millis: 647.946, usercpu_time_millis_testing: 19.299, usercpu_time_millis_training: 628.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.864, kappa: 0.6674, kb_relative_information_score: 16435.2624, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8643, predictive_accuracy: 0.8637, prior_entropy: 0.863, recall: 0.8637, relative_absolute_error: 0.5445, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.7025, scimark_benchmark: 1266.3063, usercpu_time_millis: 256.62, usercpu_time_millis_testing: 3.646, usercpu_time_millis_training: 252.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9264, kappa: 0.8161, kb_relative_information_score: 24892.0878, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9288, predictive_accuracy: 0.9282, prior_entropy: 0.863, recall: 0.9282, relative_absolute_error: 0.2897, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.5023, scimark_benchmark: 1257.7226, usercpu_time_millis: 540.115, usercpu_time_millis_testing: 5.646, usercpu_time_millis_training: 534.469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9454, kappa: 0.8655, kb_relative_information_score: 26404.1692, mean_absolute_error: 0.1011, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9454, predictive_accuracy: 0.9458, prior_entropy: 0.863, recall: 0.9458, relative_absolute_error: 0.2476, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.4515, scimark_benchmark: 1364.7408, usercpu_time_millis: 600.676, usercpu_time_millis_testing: 17.746, usercpu_time_millis_training: 582.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.956, kappa: 0.8923, kb_relative_information_score: 28239.2815, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.956, predictive_accuracy: 0.956, prior_entropy: 0.863, recall: 0.956, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.4075, scimark_benchmark: 1236.2729, usercpu_time_millis: 7638.928, usercpu_time_millis_testing: 20.175, usercpu_time_millis_training: 7618.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9687, kappa: 0.9231, kb_relative_information_score: 29442.4972, mean_absolute_error: 0.0644, 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: 0.1578, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.3486, scimark_benchmark: 1366.3339, usercpu_time_millis: 63.381, usercpu_time_millis_testing: 3.256, usercpu_time_millis_training: 60.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9525, kappa: 0.8835, kb_relative_information_score: 27412.5559, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9525, predictive_accuracy: 0.9526, prior_entropy: 0.863, recall: 0.9526, relative_absolute_error: 0.2159, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.4279, scimark_benchmark: 1258.8885, usercpu_time_millis: 2124.827, usercpu_time_millis_testing: 25.477, usercpu_time_millis_training: 2099.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9658, kappa: 0.916, kb_relative_information_score: 29180.2538, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9658, predictive_accuracy: 0.9659, prior_entropy: 0.863, recall: 0.9659, relative_absolute_error: 0.1651, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.3606, scimark_benchmark: 1264.4628, usercpu_time_millis: 1882.303, usercpu_time_millis_testing: 28.854, usercpu_time_millis_training: 1853.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9162, kappa: 0.7895, kb_relative_information_score: 23914.7686, mean_absolute_error: 0.1302, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9206, predictive_accuracy: 0.919, prior_entropy: 0.863, recall: 0.919, relative_absolute_error: 0.319, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.5271, scimark_benchmark: 1266.1015, usercpu_time_millis: 216.732, usercpu_time_millis_testing: 1.017, usercpu_time_millis_training: 215.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9298, kappa: 0.825, kb_relative_information_score: 25079.4521, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9312, predictive_accuracy: 0.9311, prior_entropy: 0.863, recall: 0.9311, relative_absolute_error: 0.2789, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.5028, scimark_benchmark: 1178.6884, usercpu_time_millis: 401.133, usercpu_time_millis_testing: 1.278, usercpu_time_millis_training: 399.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9621, kappa: 0.9068, kb_relative_information_score: 28576.5819, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.962, predictive_accuracy: 0.9622, prior_entropy: 0.863, recall: 0.9622, relative_absolute_error: 0.183, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.173, root_relative_squared_error: 0.3829, scimark_benchmark: 1273.3111, usercpu_time_millis: 386.781, usercpu_time_millis_testing: 10.838, usercpu_time_millis_training: 375.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -8.7254, 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: 1.0001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1165.2901, usercpu_time_millis: 44.963, usercpu_time_millis_testing: 7.063, usercpu_time_millis_training: 37.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8654, kappa: 0.6703, kb_relative_information_score: 16520.0695, mean_absolute_error: 0.2221, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8654, predictive_accuracy: 0.8655, prior_entropy: 0.863, recall: 0.8655, relative_absolute_error: 0.5443, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3083, root_relative_squared_error: 0.6825, scimark_benchmark: 1193.7904, usercpu_time_millis: 273.209, usercpu_time_millis_testing: 11.98, usercpu_time_millis_training: 261.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -0.3586, 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: 1187.7547, usercpu_time_millis: 96.934, usercpu_time_millis_testing: 10.529, usercpu_time_millis_training: 86.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9636, kappa: 0.9107, kb_relative_information_score: 29108.6844, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9636, predictive_accuracy: 0.9637, prior_entropy: 0.863, recall: 0.9637, relative_absolute_error: 0.165, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.3743, scimark_benchmark: 1264.2872, usercpu_time_millis: 524.301, usercpu_time_millis_testing: 2.481, usercpu_time_millis_training: 521.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9678, kappa: 0.9211, kb_relative_information_score: 29851.3077, mean_absolute_error: 0.0576, 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: 0.1412, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.353, scimark_benchmark: 1264.8367, usercpu_time_millis: 2150.609, usercpu_time_millis_testing: 6.472, usercpu_time_millis_training: 2144.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9676, kappa: 0.9205, kb_relative_information_score: 29613.1101, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9676, predictive_accuracy: 0.9676, prior_entropy: 0.863, recall: 0.9676, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.353, scimark_benchmark: 1315.9913, usercpu_time_millis: 1834.99, usercpu_time_millis_testing: 12.065, usercpu_time_millis_training: 1822.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9624, kappa: 0.9078, kb_relative_information_score: 29155.8639, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9624, predictive_accuracy: 0.9625, prior_entropy: 0.863, recall: 0.9625, relative_absolute_error: 0.1617, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.171, root_relative_squared_error: 0.3785, scimark_benchmark: 1235.8631, usercpu_time_millis: 1219.348, usercpu_time_millis_testing: 3.088, usercpu_time_millis_training: 1216.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9443, kappa: 0.8626, kb_relative_information_score: 26089.383, mean_absolute_error: 0.1056, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9444, predictive_accuracy: 0.9448, prior_entropy: 0.863, recall: 0.9448, relative_absolute_error: 0.2588, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.4556, scimark_benchmark: 1250.9826, usercpu_time_millis: 1093.237, usercpu_time_millis_testing: 15.454, usercpu_time_millis_training: 1077.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9637, kappa: 0.9109, kb_relative_information_score: 29440.6776, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 0.863, recall: 0.9637, relative_absolute_error: 0.1525, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.3717, scimark_benchmark: 1261.4539, usercpu_time_millis: 18726.51, usercpu_time_millis_testing: 32.995, usercpu_time_millis_training: 18693.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.964, kappa: 0.9116, kb_relative_information_score: 29319.9956, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.964, predictive_accuracy: 0.9641, prior_entropy: 0.863, recall: 0.9641, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.3715, scimark_benchmark: 1260.1517, usercpu_time_millis: 5742.226, usercpu_time_millis_testing: 11.618, usercpu_time_millis_training: 5730.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.8035, 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: 1267.2451, usercpu_time_millis: 56.229, usercpu_time_millis_testing: 9.403, usercpu_time_millis_training: 46.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9179, kappa: 0.7937, kb_relative_information_score: 24420.0239, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9227, predictive_accuracy: 0.9207, prior_entropy: 0.863, recall: 0.9207, relative_absolute_error: 0.3048, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2323, root_relative_squared_error: 0.5144, scimark_benchmark: 1264.2674, usercpu_time_millis: 2242.377, usercpu_time_millis_testing: 11.613, usercpu_time_millis_training: 2230.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9554, kappa: 0.8906, kb_relative_information_score: 28144.0116, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9553, predictive_accuracy: 0.9554, prior_entropy: 0.863, recall: 0.9554, relative_absolute_error: 0.1915, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.4106, scimark_benchmark: 1128.9195, usercpu_time_millis: 431.284, usercpu_time_millis_testing: 1.37, usercpu_time_millis_training: 429.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9689, kappa: 0.9237, kb_relative_information_score: 30000.5021, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9688, predictive_accuracy: 0.9689, prior_entropy: 0.863, recall: 0.9689, relative_absolute_error: 0.1374, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.3421, scimark_benchmark: 1260.6691, usercpu_time_millis: 1280.774, usercpu_time_millis_testing: 7.498, usercpu_time_millis_training: 1273.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9652, kappa: 0.9146, kb_relative_information_score: 29360.2473, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9652, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.1564, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1654, root_relative_squared_error: 0.3662, scimark_benchmark: 1216.8559, usercpu_time_millis: 5794.252, usercpu_time_millis_testing: 21.894, usercpu_time_millis_training: 5772.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9665, kappa: 0.9178, kb_relative_information_score: 29460.0293, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9665, predictive_accuracy: 0.9665, prior_entropy: 0.863, recall: 0.9665, relative_absolute_error: 0.1546, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.3607, scimark_benchmark: 1274.9792, usercpu_time_millis: 8359.266, usercpu_time_millis_testing: 29.445, usercpu_time_millis_training: 8329.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9688, kappa: 0.9233, kb_relative_information_score: 29001.9412, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9688, predictive_accuracy: 0.9689, prior_entropy: 0.863, recall: 0.9689, relative_absolute_error: 0.1749, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.3539, scimark_benchmark: 1227.2916, usercpu_time_millis: 634.404, usercpu_time_millis_testing: 21.077, usercpu_time_millis_training: 613.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9141, kappa: 0.7838, kb_relative_information_score: 24363.8682, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9195, predictive_accuracy: 0.9172, prior_entropy: 0.863, recall: 0.9172, relative_absolute_error: 0.2987, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.5309, scimark_benchmark: 1268.7846, usercpu_time_millis: 5961.693, usercpu_time_millis_testing: 12.637, usercpu_time_millis_training: 5949.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9368, kappa: 0.8433, kb_relative_information_score: 24584.1366, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9375, predictive_accuracy: 0.9378, prior_entropy: 0.863, recall: 0.9378, relative_absolute_error: 0.31, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.4879, scimark_benchmark: 1279.9329, usercpu_time_millis: 757.386, usercpu_time_millis_testing: 21.938, usercpu_time_millis_training: 735.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9489, kappa: 0.8747, kb_relative_information_score: 27843.4552, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9489, predictive_accuracy: 0.9489, prior_entropy: 0.863, recall: 0.9489, relative_absolute_error: 0.1972, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1962, root_relative_squared_error: 0.4344, scimark_benchmark: 1270.3406, usercpu_time_millis: 7580.18, usercpu_time_millis_testing: 12.167, usercpu_time_millis_training: 7568.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9666, kappa: 0.9179, kb_relative_information_score: 29516.2063, mean_absolute_error: 0.0622, 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: 0.1525, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.3603, scimark_benchmark: 1255.5271, usercpu_time_millis: 6553.792, usercpu_time_millis_testing: 19.407, usercpu_time_millis_training: 6534.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9178, kappa: 0.7932, kb_relative_information_score: 24515.7397, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9226, predictive_accuracy: 0.9206, prior_entropy: 0.863, recall: 0.9206, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.516, scimark_benchmark: 1238.6735, usercpu_time_millis: 647.5, usercpu_time_millis_testing: 3.538, usercpu_time_millis_training: 643.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9694, kappa: 0.925, kb_relative_information_score: 30109.5153, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9694, predictive_accuracy: 0.9695, prior_entropy: 0.863, recall: 0.9695, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.155, root_relative_squared_error: 0.343, scimark_benchmark: 1261.7215, usercpu_time_millis: 11494.425, usercpu_time_millis_testing: 36.704, usercpu_time_millis_training: 11457.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9215, kappa: 0.8034, kb_relative_information_score: 24777.0499, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9246, predictive_accuracy: 0.9237, prior_entropy: 0.863, recall: 0.9237, relative_absolute_error: 0.2859, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.5144, scimark_benchmark: 1236.1288, usercpu_time_millis: 3199.881, usercpu_time_millis_testing: 9.674, usercpu_time_millis_training: 3190.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9441, kappa: 0.8625, kb_relative_information_score: 26569.1665, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9441, predictive_accuracy: 0.9444, prior_entropy: 0.863, recall: 0.9444, relative_absolute_error: 0.2369, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4603, scimark_benchmark: 1125.828, usercpu_time_millis: 3501.036, usercpu_time_millis_testing: 11.078, usercpu_time_millis_training: 3489.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9678, kappa: 0.921, kb_relative_information_score: 29599.0555, mean_absolute_error: 0.0619, 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: 0.1517, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3483, scimark_benchmark: 1292.1069, usercpu_time_millis: 2068.207, usercpu_time_millis_testing: 32.588, usercpu_time_millis_training: 2035.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.859, kappa: 0.6535, kb_relative_information_score: 15097.0025, mean_absolute_error: 0.2417, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8587, predictive_accuracy: 0.8594, prior_entropy: 0.863, recall: 0.8594, relative_absolute_error: 0.5923, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3292, root_relative_squared_error: 0.7288, scimark_benchmark: 1239.0696, usercpu_time_millis: 401.138, usercpu_time_millis_testing: 11.767, usercpu_time_millis_training: 389.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9671, kappa: 0.9192, kb_relative_information_score: 29524.9298, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.967, predictive_accuracy: 0.9671, prior_entropy: 0.863, recall: 0.9671, relative_absolute_error: 0.153, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.3556, scimark_benchmark: 1264.8507, usercpu_time_millis: 1930.917, usercpu_time_millis_testing: 13.492, usercpu_time_millis_training: 1917.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.951, kappa: 0.8798, kb_relative_information_score: 27430.9839, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.951, predictive_accuracy: 0.9511, prior_entropy: 0.863, recall: 0.9511, relative_absolute_error: 0.2137, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4317, scimark_benchmark: 1280.0724, usercpu_time_millis: 4946.527, usercpu_time_millis_testing: 19.271, usercpu_time_millis_training: 4927.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9294, kappa: 0.824, kb_relative_information_score: 25070.0126, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9311, predictive_accuracy: 0.9309, prior_entropy: 0.863, recall: 0.9309, relative_absolute_error: 0.2789, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.5038, scimark_benchmark: 1275.3029, usercpu_time_millis: 2050.029, usercpu_time_millis_testing: 8.702, usercpu_time_millis_training: 2041.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.9215, kappa: 0.8035, kb_relative_information_score: 24743.543, mean_absolute_error: 0.1173, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9247, predictive_accuracy: 0.9237, prior_entropy: 0.863, recall: 0.9237, relative_absolute_error: 0.2875, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.5146, scimark_benchmark: 1288.7033, usercpu_time_millis: 454.185, usercpu_time_millis_testing: 1.332, usercpu_time_millis_training: 452.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9434, kappa: 0.8605, kb_relative_information_score: 26391.6522, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9434, predictive_accuracy: 0.9438, prior_entropy: 0.863, recall: 0.9438, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.4609, scimark_benchmark: 1203.0171, usercpu_time_millis: 1970.707, usercpu_time_millis_testing: 20.862, usercpu_time_millis_training: 1949.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.952, kappa: 0.8823, kb_relative_information_score: 27911.177, mean_absolute_error: 0.0806, 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: 0.1975, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.4218, scimark_benchmark: 1312.9364, usercpu_time_millis: 10096.798, usercpu_time_millis_testing: 23.431, usercpu_time_millis_training: 10073.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9679, kappa: 0.9212, kb_relative_information_score: 29877.4443, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9679, predictive_accuracy: 0.968, prior_entropy: 0.863, recall: 0.968, relative_absolute_error: 0.1405, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.159, root_relative_squared_error: 0.3519, scimark_benchmark: 1281.4213, usercpu_time_millis: 11829.974, usercpu_time_millis_testing: 20.949, usercpu_time_millis_training: 11809.025,

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