Task
Supervised Classification on madelon

Supervised Classification on madelon

Task 145853 Supervised Classification madelon 38804 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, f_measure: 0.7632, kappa: 0.5285, kb_relative_information_score: 646.0034, mean_absolute_error: 0.3956, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7691, predictive_accuracy: 0.7642, prior_entropy: 1, recall: 0.7642, relative_absolute_error: 0.7912, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.8386, scimark_benchmark: 1727.1586, usercpu_time_millis: 404.506, usercpu_time_millis_testing: 2.063, usercpu_time_millis_training: 402.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8643, f_measure: 0.7894, kappa: 0.5792, kb_relative_information_score: 753.8918, mean_absolute_error: 0.3756, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7906, predictive_accuracy: 0.7896, prior_entropy: 1, recall: 0.7896, relative_absolute_error: 0.7511, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4075, root_relative_squared_error: 0.8149, scimark_benchmark: 1837.8616, usercpu_time_millis: 207.149, usercpu_time_millis_testing: 0.87, usercpu_time_millis_training: 206.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.7926, kappa: 0.5862, kb_relative_information_score: 716.061, mean_absolute_error: 0.3837, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.796, predictive_accuracy: 0.7931, prior_entropy: 1, recall: 0.7931, relative_absolute_error: 0.7674, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4091, root_relative_squared_error: 0.8183, scimark_benchmark: 1716.5927, usercpu_time_millis: 184.551, usercpu_time_millis_testing: 1.23, usercpu_time_millis_training: 183.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8543, f_measure: 0.7579, kappa: 0.5177, kb_relative_information_score: 624.9684, mean_absolute_error: 0.3994, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.763, predictive_accuracy: 0.7588, prior_entropy: 1, recall: 0.7588, relative_absolute_error: 0.7988, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4214, root_relative_squared_error: 0.8427, scimark_benchmark: 1727.2167, usercpu_time_millis: 175.57, usercpu_time_millis_testing: 1.768, usercpu_time_millis_training: 173.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7597, f_measure: 0.6759, kappa: 0.3538, kb_relative_information_score: 253.0527, mean_absolute_error: 0.4624, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6792, predictive_accuracy: 0.6769, prior_entropy: 1, recall: 0.6769, relative_absolute_error: 0.9248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.468, root_relative_squared_error: 0.9361, scimark_benchmark: 1696.115, usercpu_time_millis: 144.875, usercpu_time_millis_testing: 3.929, usercpu_time_millis_training: 140.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.8684, kappa: 0.7369, kb_relative_information_score: 1173.6391, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8686, predictive_accuracy: 0.8685, prior_entropy: 1, recall: 0.8685, relative_absolute_error: 0.6, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3452, root_relative_squared_error: 0.6905, scimark_benchmark: 1733.7613, usercpu_time_millis: 173.928, usercpu_time_millis_testing: 0.956, usercpu_time_millis_training: 172.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7093, f_measure: 0.6499, kappa: 0.3108, kb_relative_information_score: 314.3481, mean_absolute_error: 0.451, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6657, predictive_accuracy: 0.6554, prior_entropy: 1, recall: 0.6554, relative_absolute_error: 0.9019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4672, root_relative_squared_error: 0.9344, scimark_benchmark: 1728.9285, usercpu_time_millis: 136.605, usercpu_time_millis_testing: 1.055, usercpu_time_millis_training: 135.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.7385, kappa: 0.48, kb_relative_information_score: 530.4737, mean_absolute_error: 0.4157, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7456, predictive_accuracy: 0.74, prior_entropy: 1, recall: 0.74, relative_absolute_error: 0.8313, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4346, root_relative_squared_error: 0.8692, scimark_benchmark: 1730.678, usercpu_time_millis: 132.086, usercpu_time_millis_testing: 1.167, usercpu_time_millis_training: 130.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.8461, kappa: 0.6923, kb_relative_information_score: 1049.1346, mean_absolute_error: 0.3226, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8464, predictive_accuracy: 0.8462, prior_entropy: 1, recall: 0.8462, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.7312, scimark_benchmark: 1738.3274, usercpu_time_millis: 104.939, usercpu_time_millis_testing: 0.637, usercpu_time_millis_training: 104.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7704, f_measure: 0.6931, kappa: 0.3885, kb_relative_information_score: 269.6284, mean_absolute_error: 0.4598, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6971, predictive_accuracy: 0.6942, prior_entropy: 1, recall: 0.6942, relative_absolute_error: 0.9196, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4657, root_relative_squared_error: 0.9315, scimark_benchmark: 1762.5923, usercpu_time_millis: 71.153, usercpu_time_millis_testing: 1.932, usercpu_time_millis_training: 69.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7378, f_measure: 0.6656, kappa: 0.3323, kb_relative_information_score: 175.4031, mean_absolute_error: 0.4746, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6672, predictive_accuracy: 0.6662, prior_entropy: 1, recall: 0.6662, relative_absolute_error: 0.9492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4777, root_relative_squared_error: 0.9554, scimark_benchmark: 1737.4205, usercpu_time_millis: 72.992, usercpu_time_millis_testing: 2.386, usercpu_time_millis_training: 70.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.7287, kappa: 0.4577, kb_relative_information_score: 702.6617, mean_absolute_error: 0.3809, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7294, predictive_accuracy: 0.7288, prior_entropy: 1, recall: 0.7288, relative_absolute_error: 0.7617, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4215, root_relative_squared_error: 0.8429, scimark_benchmark: 1727.2167, usercpu_time_millis: 54.801, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 54.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7036, f_measure: 0.6238, kappa: 0.2485, kb_relative_information_score: 249.66, mean_absolute_error: 0.462, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6248, predictive_accuracy: 0.6242, prior_entropy: 1, recall: 0.6242, relative_absolute_error: 0.9239, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9443, scimark_benchmark: 1719.4725, usercpu_time_millis: 52.6, usercpu_time_millis_testing: 1.045, usercpu_time_millis_training: 51.555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7168, f_measure: 0.6311, kappa: 0.2631, kb_relative_information_score: 182.0129, mean_absolute_error: 0.4733, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6322, predictive_accuracy: 0.6315, prior_entropy: 1, recall: 0.6315, relative_absolute_error: 0.9467, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4775, root_relative_squared_error: 0.955, scimark_benchmark: 1762.1773, usercpu_time_millis: 21.212, usercpu_time_millis_testing: 1.031, usercpu_time_millis_training: 20.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6961, f_measure: 0.623, kappa: 0.2462, kb_relative_information_score: 103.8811, mean_absolute_error: 0.4853, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6232, predictive_accuracy: 0.6231, prior_entropy: 1, recall: 0.6231, relative_absolute_error: 0.9705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9737, scimark_benchmark: 1760.4056, usercpu_time_millis: 18.92, usercpu_time_millis_testing: 1.304, usercpu_time_millis_training: 17.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6831, f_measure: 0.6265, kappa: 0.2531, kb_relative_information_score: 81.5434, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6267, predictive_accuracy: 0.6265, prior_entropy: 1, recall: 0.6265, relative_absolute_error: 0.9771, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4897, root_relative_squared_error: 0.9794, scimark_benchmark: 1733.299, usercpu_time_millis: 21.372, usercpu_time_millis_testing: 1.468, usercpu_time_millis_training: 19.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.682, f_measure: 0.6088, kappa: 0.2177, kb_relative_information_score: 91.7322, mean_absolute_error: 0.487, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6088, predictive_accuracy: 0.6088, prior_entropy: 1, recall: 0.6088, relative_absolute_error: 0.9741, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4885, root_relative_squared_error: 0.977, scimark_benchmark: 1728.8286, usercpu_time_millis: 12.04, usercpu_time_millis_testing: 1.054, usercpu_time_millis_training: 10.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.705, f_measure: 0.6236, kappa: 0.2477, kb_relative_information_score: 129.4349, mean_absolute_error: 0.4814, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6241, predictive_accuracy: 0.6238, prior_entropy: 1, recall: 0.6238, relative_absolute_error: 0.9629, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4837, root_relative_squared_error: 0.9674, scimark_benchmark: 1734.7321, usercpu_time_millis: 19.677, usercpu_time_millis_testing: 1.235, usercpu_time_millis_training: 18.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7038, f_measure: 0.6253, kappa: 0.2508, kb_relative_information_score: 103.0355, mean_absolute_error: 0.4854, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6255, predictive_accuracy: 0.6254, prior_entropy: 1, recall: 0.6254, relative_absolute_error: 0.9709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9737, scimark_benchmark: 1747.4684, usercpu_time_millis: 25.265, usercpu_time_millis_testing: 1.691, usercpu_time_millis_training: 23.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6721, f_measure: 0.6112, kappa: 0.2231, kb_relative_information_score: 157.0728, mean_absolute_error: 0.4768, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6119, predictive_accuracy: 0.6115, prior_entropy: 1, recall: 0.6115, relative_absolute_error: 0.9536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4831, root_relative_squared_error: 0.9661, scimark_benchmark: 1723.6508, usercpu_time_millis: 25.084, usercpu_time_millis_testing: 0.856, usercpu_time_millis_training: 24.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7427, f_measure: 0.6602, kappa: 0.3215, kb_relative_information_score: 195.6472, mean_absolute_error: 0.4714, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6619, predictive_accuracy: 0.6608, prior_entropy: 1, recall: 0.6608, relative_absolute_error: 0.9428, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4751, root_relative_squared_error: 0.9503, scimark_benchmark: 1766.8443, usercpu_time_millis: 18.6, usercpu_time_millis_testing: 0.949, usercpu_time_millis_training: 17.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7376, f_measure: 0.6782, kappa: 0.36, kb_relative_information_score: 332.3684, mean_absolute_error: 0.4486, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6841, predictive_accuracy: 0.68, prior_entropy: 1, recall: 0.68, relative_absolute_error: 0.8972, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.462, root_relative_squared_error: 0.924, scimark_benchmark: 1722.7472, usercpu_time_millis: 23.687, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 23.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6178, f_measure: 0.5869, kappa: 0.1738, kb_relative_information_score: 38.1052, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5869, predictive_accuracy: 0.5869, prior_entropy: 1, recall: 0.5869, relative_absolute_error: 0.9894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9906, scimark_benchmark: 1735.4976, usercpu_time_millis: 4.23, usercpu_time_millis_testing: 0.525, usercpu_time_millis_training: 3.705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7228, f_measure: 0.6574, kappa: 0.3154, kb_relative_information_score: 177.4335, mean_absolute_error: 0.4741, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6582, predictive_accuracy: 0.6577, prior_entropy: 1, recall: 0.6577, relative_absolute_error: 0.9482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4779, root_relative_squared_error: 0.9558, scimark_benchmark: 1741.5466, usercpu_time_millis: 4.864, usercpu_time_millis_testing: 0.318, usercpu_time_millis_training: 4.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1767.9163, usercpu_time_millis: 3.434, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 2.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6424, f_measure: 0.5986, kappa: 0.1977, kb_relative_information_score: 110.3183, mean_absolute_error: 0.484, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5991, predictive_accuracy: 0.5988, prior_entropy: 1, recall: 0.5988, relative_absolute_error: 0.968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.488, root_relative_squared_error: 0.976, scimark_benchmark: 1728.4686, usercpu_time_millis: 2.159, usercpu_time_millis_testing: 0.262, usercpu_time_millis_training: 1.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8638, kappa: 0.7277, kb_relative_information_score: 1309.8103, mean_absolute_error: 0.2708, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8639, predictive_accuracy: 0.8638, prior_entropy: 1, recall: 0.8638, relative_absolute_error: 0.5416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.6666, scimark_benchmark: 1685.1945, usercpu_time_millis: 2589.559, usercpu_time_millis_testing: 4.821, usercpu_time_millis_training: 2584.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.8519, kappa: 0.7038, kb_relative_information_score: 1350.0031, mean_absolute_error: 0.2601, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8519, predictive_accuracy: 0.8519, prior_entropy: 1, recall: 0.8519, relative_absolute_error: 0.5202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3368, root_relative_squared_error: 0.6736, scimark_benchmark: 2127.5573, usercpu_time_millis: 1409.751, usercpu_time_millis_testing: 2.493, usercpu_time_millis_training: 1407.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.8485, kappa: 0.6969, kb_relative_information_score: 1398.907, mean_absolute_error: 0.2475, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8485, predictive_accuracy: 0.8485, prior_entropy: 1, recall: 0.8485, relative_absolute_error: 0.495, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.341, root_relative_squared_error: 0.6819, scimark_benchmark: 1849.0232, usercpu_time_millis: 935.084, usercpu_time_millis_testing: 1.185, usercpu_time_millis_training: 933.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.8207, kappa: 0.6415, kb_relative_information_score: 916.7508, mean_absolute_error: 0.3469, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8215, predictive_accuracy: 0.8208, prior_entropy: 1, recall: 0.8208, relative_absolute_error: 0.6938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3849, root_relative_squared_error: 0.7698, scimark_benchmark: 1792.4737, usercpu_time_millis: 910.019, usercpu_time_millis_testing: 1.61, usercpu_time_millis_training: 908.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.8415, kappa: 0.6831, kb_relative_information_score: 1053.9701, mean_absolute_error: 0.3219, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8417, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.6438, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.365, root_relative_squared_error: 0.73, scimark_benchmark: 1806.8139, usercpu_time_millis: 1357.066, usercpu_time_millis_testing: 2.484, usercpu_time_millis_training: 1354.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.7775, kappa: 0.5562, kb_relative_information_score: 725.8659, mean_absolute_error: 0.3806, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7809, predictive_accuracy: 0.7781, prior_entropy: 1, recall: 0.7781, relative_absolute_error: 0.7612, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.8229, scimark_benchmark: 1844.2676, usercpu_time_millis: 591.775, usercpu_time_millis_testing: 1.557, usercpu_time_millis_training: 590.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9127, f_measure: 0.8446, kappa: 0.6892, kb_relative_information_score: 968.7588, mean_absolute_error: 0.3389, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8449, predictive_accuracy: 0.8446, prior_entropy: 1, recall: 0.8446, relative_absolute_error: 0.6777, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3734, root_relative_squared_error: 0.7469, scimark_benchmark: 1778.8505, usercpu_time_millis: 917.769, usercpu_time_millis_testing: 2.208, usercpu_time_millis_training: 915.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8839, f_measure: 0.818, kappa: 0.6362, kb_relative_information_score: 799.9925, mean_absolute_error: 0.3687, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8189, predictive_accuracy: 0.8181, prior_entropy: 1, recall: 0.8181, relative_absolute_error: 0.7373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.7972, scimark_benchmark: 1756.2944, usercpu_time_millis: 722.387, usercpu_time_millis_testing: 2.644, usercpu_time_millis_training: 719.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.8218, kappa: 0.6438, kb_relative_information_score: 814.4234, mean_absolute_error: 0.3673, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8231, predictive_accuracy: 0.8219, prior_entropy: 1, recall: 0.8219, relative_absolute_error: 0.7345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3936, root_relative_squared_error: 0.7872, scimark_benchmark: 1755.7813, usercpu_time_millis: 542.06, usercpu_time_millis_testing: 2.391, usercpu_time_millis_training: 539.669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.8207, kappa: 0.6415, kb_relative_information_score: 864.6076, mean_absolute_error: 0.3566, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8213, predictive_accuracy: 0.8208, prior_entropy: 1, recall: 0.8208, relative_absolute_error: 0.7132, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3908, root_relative_squared_error: 0.7815, scimark_benchmark: 1810.2676, usercpu_time_millis: 537.416, usercpu_time_millis_testing: 1.907, usercpu_time_millis_training: 535.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, f_measure: 0.7172, kappa: 0.4385, kb_relative_information_score: 455.8012, mean_absolute_error: 0.4277, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7257, predictive_accuracy: 0.7192, prior_entropy: 1, recall: 0.7192, relative_absolute_error: 0.8554, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4466, root_relative_squared_error: 0.8933, scimark_benchmark: 1738.0632, usercpu_time_millis: 519.801, usercpu_time_millis_testing: 2.09, usercpu_time_millis_training: 517.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6587, f_measure: 0.6103, kappa: 0.2208, kb_relative_information_score: 142.2822, mean_absolute_error: 0.4792, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6105, predictive_accuracy: 0.6104, prior_entropy: 1, recall: 0.6104, relative_absolute_error: 0.9584, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.485, root_relative_squared_error: 0.9699, scimark_benchmark: 1804.0049, usercpu_time_millis: 14.086, usercpu_time_millis_testing: 0.615, usercpu_time_millis_training: 13.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1801.6523, usercpu_time_millis: 3.698, usercpu_time_millis_testing: 0.644, usercpu_time_millis_training: 3.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4792, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1851.4874, usercpu_time_millis: 2.542, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 2.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.7796, kappa: 0.5592, kb_relative_information_score: 861.7006, mean_absolute_error: 0.352, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7796, predictive_accuracy: 0.7796, prior_entropy: 1, recall: 0.7796, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8015, scimark_benchmark: 1811.7664, usercpu_time_millis: 344.954, usercpu_time_millis_testing: 0.75, usercpu_time_millis_training: 344.204,
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: 0.7457, f_measure: 0.691, kappa: 0.3854, kb_relative_information_score: 418.647, mean_absolute_error: 0.4331, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6971, predictive_accuracy: 0.6927, prior_entropy: 1, recall: 0.6927, relative_absolute_error: 0.8663, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.456, root_relative_squared_error: 0.9119, scimark_benchmark: 1726.5817, usercpu_time_millis: 80.312, usercpu_time_millis_testing: 0.62, usercpu_time_millis_training: 79.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7914, f_measure: 0.7184, kappa: 0.44, kb_relative_information_score: 393.0983, mean_absolute_error: 0.4393, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7252, predictive_accuracy: 0.72, prior_entropy: 1, recall: 0.72, relative_absolute_error: 0.8787, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4511, root_relative_squared_error: 0.9022, scimark_benchmark: 1744.232, usercpu_time_millis: 80.321, usercpu_time_millis_testing: 1.45, usercpu_time_millis_training: 78.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6403, f_measure: 0.6161, kappa: 0.2331, kb_relative_information_score: 186.717, mean_absolute_error: 0.4722, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.617, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9444, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4855, root_relative_squared_error: 0.9711, scimark_benchmark: 1798.6795, usercpu_time_millis: 41.059, usercpu_time_millis_testing: 0.644, usercpu_time_millis_training: 40.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7596, f_measure: 0.6815, kappa: 0.3646, kb_relative_information_score: 341.6997, mean_absolute_error: 0.4474, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6843, predictive_accuracy: 0.6823, prior_entropy: 1, recall: 0.6823, relative_absolute_error: 0.8948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4591, root_relative_squared_error: 0.9183, scimark_benchmark: 1737.5777, usercpu_time_millis: 23.959, usercpu_time_millis_testing: 0.683, usercpu_time_millis_training: 23.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1732.0988, usercpu_time_millis: 4.867, usercpu_time_millis_testing: 0.905, usercpu_time_millis_training: 3.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6666, f_measure: 0.6083, kappa: 0.2169, kb_relative_information_score: 161.3555, mean_absolute_error: 0.4761, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6086, predictive_accuracy: 0.6085, prior_entropy: 1, recall: 0.6085, relative_absolute_error: 0.9523, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4831, root_relative_squared_error: 0.9662, scimark_benchmark: 1806.9378, usercpu_time_millis: 12.851, usercpu_time_millis_testing: 0.617, usercpu_time_millis_training: 12.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4949, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1683.1536, usercpu_time_millis: 6.62, usercpu_time_millis_testing: 1.122, usercpu_time_millis_training: 5.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7204, f_measure: 0.6467, kappa: 0.2969, kb_relative_information_score: 290.2805, mean_absolute_error: 0.4554, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6514, predictive_accuracy: 0.6485, prior_entropy: 1, recall: 0.6485, relative_absolute_error: 0.9107, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.467, root_relative_squared_error: 0.934, scimark_benchmark: 1793.5375, usercpu_time_millis: 8.109, usercpu_time_millis_testing: 0.437, usercpu_time_millis_training: 7.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8681, f_measure: 0.793, kappa: 0.5862, kb_relative_information_score: 1203.4218, mean_absolute_error: 0.2818, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7936, predictive_accuracy: 0.7931, prior_entropy: 1, recall: 0.7931, relative_absolute_error: 0.5636, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3836, root_relative_squared_error: 0.7672, scimark_benchmark: 1727.2303, usercpu_time_millis: 2167.66, usercpu_time_millis_testing: 2.018, usercpu_time_millis_training: 2165.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.8334, kappa: 0.6669, kb_relative_information_score: 1097.8431, mean_absolute_error: 0.3118, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8337, predictive_accuracy: 0.8335, prior_entropy: 1, recall: 0.8335, relative_absolute_error: 0.6236, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3646, root_relative_squared_error: 0.7291, scimark_benchmark: 1770.4009, usercpu_time_millis: 1691.78, usercpu_time_millis_testing: 1.854, usercpu_time_millis_training: 1689.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.8268, kappa: 0.6538, kb_relative_information_score: 841.5377, mean_absolute_error: 0.362, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8278, predictive_accuracy: 0.8269, prior_entropy: 1, recall: 0.8269, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3908, root_relative_squared_error: 0.7817, scimark_benchmark: 1758.9671, usercpu_time_millis: 760.682, usercpu_time_millis_testing: 2.787, usercpu_time_millis_training: 757.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8119, f_measure: 0.7321, kappa: 0.4685, kb_relative_information_score: 559.7105, mean_absolute_error: 0.4095, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.742, predictive_accuracy: 0.7342, prior_entropy: 1, recall: 0.7342, relative_absolute_error: 0.8189, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4339, root_relative_squared_error: 0.8678, scimark_benchmark: 2118.2298, usercpu_time_millis: 239.228, usercpu_time_millis_testing: 0.808, usercpu_time_millis_training: 238.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.7304, kappa: 0.4646, kb_relative_information_score: 523.516, mean_absolute_error: 0.4159, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.739, predictive_accuracy: 0.7323, prior_entropy: 1, recall: 0.7323, relative_absolute_error: 0.8317, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.8764, scimark_benchmark: 1745.3955, usercpu_time_millis: 199.016, usercpu_time_millis_testing: 0.983, usercpu_time_millis_training: 198.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.817, f_measure: 0.7248, kappa: 0.45, kb_relative_information_score: 673.2678, mean_absolute_error: 0.3863, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7258, predictive_accuracy: 0.725, prior_entropy: 1, recall: 0.725, relative_absolute_error: 0.7726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4249, root_relative_squared_error: 0.8498, scimark_benchmark: 1766.0389, usercpu_time_millis: 162.845, usercpu_time_millis_testing: 0.884, usercpu_time_millis_training: 161.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.751, f_measure: 0.6847, kappa: 0.3738, kb_relative_information_score: 360.0636, mean_absolute_error: 0.4439, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6922, predictive_accuracy: 0.6869, prior_entropy: 1, recall: 0.6869, relative_absolute_error: 0.8879, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4585, root_relative_squared_error: 0.917, scimark_benchmark: 1793.3498, usercpu_time_millis: 130.067, usercpu_time_millis_testing: 1.022, usercpu_time_millis_training: 129.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7888, f_measure: 0.7031, kappa: 0.4077, kb_relative_information_score: 295.021, mean_absolute_error: 0.4559, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.706, predictive_accuracy: 0.7038, prior_entropy: 1, recall: 0.7038, relative_absolute_error: 0.9119, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4621, root_relative_squared_error: 0.9243, scimark_benchmark: 1798.3881, usercpu_time_millis: 104.42, usercpu_time_millis_testing: 2.874, usercpu_time_millis_training: 101.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7298, f_measure: 0.6746, kappa: 0.3531, kb_relative_information_score: 352.1974, mean_absolute_error: 0.4448, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.681, predictive_accuracy: 0.6765, prior_entropy: 1, recall: 0.6765, relative_absolute_error: 0.8896, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4621, root_relative_squared_error: 0.9241, scimark_benchmark: 1728.9656, usercpu_time_millis: 110.309, usercpu_time_millis_testing: 1.182, usercpu_time_millis_training: 109.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.758, f_measure: 0.6957, kappa: 0.3962, kb_relative_information_score: 408.2088, mean_absolute_error: 0.4353, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7045, predictive_accuracy: 0.6981, prior_entropy: 1, recall: 0.6981, relative_absolute_error: 0.8705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4531, root_relative_squared_error: 0.9062, scimark_benchmark: 1791.398, usercpu_time_millis: 69.431, usercpu_time_millis_testing: 0.991, usercpu_time_millis_training: 68.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7724, f_measure: 0.6904, kappa: 0.3823, kb_relative_information_score: 269.8859, mean_absolute_error: 0.4598, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6931, predictive_accuracy: 0.6912, prior_entropy: 1, recall: 0.6912, relative_absolute_error: 0.9196, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4656, root_relative_squared_error: 0.9313, scimark_benchmark: 1765.5553, usercpu_time_millis: 38.903, usercpu_time_millis_testing: 1.623, usercpu_time_millis_training: 37.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.7246, kappa: 0.4523, kb_relative_information_score: 433.9308, mean_absolute_error: 0.4319, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7315, predictive_accuracy: 0.7262, prior_entropy: 1, recall: 0.7262, relative_absolute_error: 0.8639, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8944, scimark_benchmark: 1795.7778, usercpu_time_millis: 47.626, usercpu_time_millis_testing: 1.053, usercpu_time_millis_training: 46.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4949, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1777.0127, usercpu_time_millis: 4.095, usercpu_time_millis_testing: 0.744, usercpu_time_millis_training: 3.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6376, f_measure: 0.6065, kappa: 0.2131, kb_relative_information_score: 203.9014, mean_absolute_error: 0.4678, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6065, predictive_accuracy: 0.6065, prior_entropy: 1, recall: 0.6065, relative_absolute_error: 0.9357, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4862, root_relative_squared_error: 0.9724, scimark_benchmark: 1767.4499, usercpu_time_millis: 3.296, usercpu_time_millis_testing: 0.44, usercpu_time_millis_training: 2.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6563, f_measure: 0.6001, kappa: 0.2008, kb_relative_information_score: 50.1041, mean_absolute_error: 0.4931, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6007, predictive_accuracy: 0.6004, prior_entropy: 1, recall: 0.6004, relative_absolute_error: 0.9861, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4936, root_relative_squared_error: 0.9872, scimark_benchmark: 1769.3039, usercpu_time_millis: 3.204, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 2.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.7797, kappa: 0.56, kb_relative_information_score: 728.1916, mean_absolute_error: 0.3803, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7813, predictive_accuracy: 0.78, prior_entropy: 1, recall: 0.78, relative_absolute_error: 0.7607, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4113, root_relative_squared_error: 0.8225, scimark_benchmark: 1801.0759, usercpu_time_millis: 20.078, usercpu_time_millis_testing: 0.436, usercpu_time_millis_training: 19.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6982, f_measure: 0.6423, kappa: 0.2854, kb_relative_information_score: 135.1688, mean_absolute_error: 0.4805, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6434, predictive_accuracy: 0.6427, prior_entropy: 1, recall: 0.6427, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4832, root_relative_squared_error: 0.9665, scimark_benchmark: 1797.4051, usercpu_time_millis: 12.518, usercpu_time_millis_testing: 0.93, usercpu_time_millis_training: 11.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7377, f_measure: 0.6712, kappa: 0.3431, kb_relative_information_score: 209.8785, mean_absolute_error: 0.4691, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6722, predictive_accuracy: 0.6715, prior_entropy: 1, recall: 0.6715, relative_absolute_error: 0.9382, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4737, root_relative_squared_error: 0.9475, scimark_benchmark: 1758.279, usercpu_time_millis: 6.814, usercpu_time_millis_testing: 0.574, usercpu_time_millis_training: 6.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7063, f_measure: 0.6339, kappa: 0.2685, kb_relative_information_score: 132.0665, mean_absolute_error: 0.4811, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6347, predictive_accuracy: 0.6342, prior_entropy: 1, recall: 0.6342, relative_absolute_error: 0.9621, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4834, root_relative_squared_error: 0.9667, scimark_benchmark: 1745.2052, usercpu_time_millis: 10.671, usercpu_time_millis_testing: 0.801, usercpu_time_millis_training: 9.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6449, f_measure: 0.6058, kappa: 0.2115, kb_relative_information_score: 11.0991, mean_absolute_error: 0.4985, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6058, predictive_accuracy: 0.6058, prior_entropy: 1, recall: 0.6058, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9971, scimark_benchmark: 1795.972, usercpu_time_millis: 7.686, usercpu_time_millis_testing: 1.155, usercpu_time_millis_training: 6.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6787, f_measure: 0.6267, kappa: 0.2538, kb_relative_information_score: 130.8252, mean_absolute_error: 0.4811, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6273, predictive_accuracy: 0.6269, prior_entropy: 1, recall: 0.6269, relative_absolute_error: 0.9621, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4844, root_relative_squared_error: 0.9688, scimark_benchmark: 1782.4437, usercpu_time_millis: 6.942, usercpu_time_millis_testing: 0.686, usercpu_time_millis_training: 6.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6302, f_measure: 0.5946, kappa: 0.1892, kb_relative_information_score: 23.5486, mean_absolute_error: 0.4968, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5946, predictive_accuracy: 0.5946, prior_entropy: 1, recall: 0.5946, relative_absolute_error: 0.9936, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1835.2642, usercpu_time_millis: 7.681, usercpu_time_millis_testing: 0.908, usercpu_time_millis_training: 6.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4792, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1797.374, usercpu_time_millis: 3.174, usercpu_time_millis_testing: 0.447, usercpu_time_millis_training: 2.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4792, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1786.0099, usercpu_time_millis: 2.059, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 1.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.8377, kappa: 0.6754, kb_relative_information_score: 992.1488, mean_absolute_error: 0.3338, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.838, predictive_accuracy: 0.8377, prior_entropy: 1, recall: 0.8377, relative_absolute_error: 0.6676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3724, root_relative_squared_error: 0.7447, scimark_benchmark: 1772.3195, usercpu_time_millis: 335.597, usercpu_time_millis_testing: 0.97, usercpu_time_millis_training: 334.627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7645, f_measure: 0.7, kappa: 0.4031, kb_relative_information_score: 453.6914, mean_absolute_error: 0.4269, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7058, predictive_accuracy: 0.7015, prior_entropy: 1, recall: 0.7015, relative_absolute_error: 0.8538, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4493, root_relative_squared_error: 0.8986, scimark_benchmark: 1776.3594, usercpu_time_millis: 115.313, usercpu_time_millis_testing: 0.738, usercpu_time_millis_training: 114.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.733, f_measure: 0.6739, kappa: 0.3554, kb_relative_information_score: 404.0392, mean_absolute_error: 0.4354, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6863, predictive_accuracy: 0.6777, prior_entropy: 1, recall: 0.6777, relative_absolute_error: 0.8708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4591, root_relative_squared_error: 0.9182, scimark_benchmark: 1773.3125, usercpu_time_millis: 78.831, usercpu_time_millis_testing: 0.522, usercpu_time_millis_training: 78.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7475, f_measure: 0.6809, kappa: 0.3662, kb_relative_information_score: 322.7629, mean_absolute_error: 0.4504, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6883, predictive_accuracy: 0.6831, prior_entropy: 1, recall: 0.6831, relative_absolute_error: 0.9007, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4615, root_relative_squared_error: 0.923, scimark_benchmark: 1783.2629, usercpu_time_millis: 39.835, usercpu_time_millis_testing: 0.84, usercpu_time_millis_training: 38.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7055, f_measure: 0.6459, kappa: 0.2992, kb_relative_information_score: 308.4976, mean_absolute_error: 0.452, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6561, predictive_accuracy: 0.6496, prior_entropy: 1, recall: 0.6496, relative_absolute_error: 0.904, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4681, root_relative_squared_error: 0.9363, scimark_benchmark: 1800.7667, usercpu_time_millis: 29.018, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 28.627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6634, f_measure: 0.6126, kappa: 0.2254, kb_relative_information_score: 189.7665, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6128, predictive_accuracy: 0.6127, prior_entropy: 1, recall: 0.6127, relative_absolute_error: 0.9429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4822, root_relative_squared_error: 0.9644, scimark_benchmark: 1788.6095, usercpu_time_millis: 20.113, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 19.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.8361, kappa: 0.6723, kb_relative_information_score: 1051.2599, mean_absolute_error: 0.322, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8366, predictive_accuracy: 0.8362, prior_entropy: 1, recall: 0.8362, relative_absolute_error: 0.644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3665, root_relative_squared_error: 0.733, scimark_benchmark: 1757.9969, usercpu_time_millis: 2533.242, usercpu_time_millis_testing: 3.003, usercpu_time_millis_training: 2530.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.8099, kappa: 0.62, kb_relative_information_score: 880.7353, mean_absolute_error: 0.3526, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8109, predictive_accuracy: 0.81, prior_entropy: 1, recall: 0.81, relative_absolute_error: 0.7052, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3921, root_relative_squared_error: 0.7841, scimark_benchmark: 1743.9069, usercpu_time_millis: 1434.819, usercpu_time_millis_testing: 2.048, usercpu_time_millis_training: 1432.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8319, f_measure: 0.7505, kappa: 0.5038, kb_relative_information_score: 597.1925, mean_absolute_error: 0.4035, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.758, predictive_accuracy: 0.7519, prior_entropy: 1, recall: 0.7519, relative_absolute_error: 0.807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4276, root_relative_squared_error: 0.8552, scimark_benchmark: 1768.5691, usercpu_time_millis: 360.507, usercpu_time_millis_testing: 1.456, usercpu_time_millis_training: 359.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7408, f_measure: 0.6653, kappa: 0.3315, kb_relative_information_score: 186.1095, mean_absolute_error: 0.4729, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6667, predictive_accuracy: 0.6658, prior_entropy: 1, recall: 0.6658, relative_absolute_error: 0.9458, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4763, root_relative_squared_error: 0.9526, scimark_benchmark: 1757.0099, usercpu_time_millis: 88.116, usercpu_time_millis_testing: 3.028, usercpu_time_millis_training: 85.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7079, f_measure: 0.644, kappa: 0.2885, kb_relative_information_score: 134.6845, mean_absolute_error: 0.4807, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6446, predictive_accuracy: 0.6442, prior_entropy: 1, recall: 0.6442, relative_absolute_error: 0.9614, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4831, root_relative_squared_error: 0.9662, scimark_benchmark: 1725.7356, usercpu_time_millis: 55.826, usercpu_time_millis_testing: 2.482, usercpu_time_millis_training: 53.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7292, f_measure: 0.6643, kappa: 0.3292, kb_relative_information_score: 178.4384, mean_absolute_error: 0.474, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6652, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4776, root_relative_squared_error: 0.9553, scimark_benchmark: 1752.844, usercpu_time_millis: 41.231, usercpu_time_millis_testing: 1.246, usercpu_time_millis_training: 39.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.633, kappa: 0.2662, kb_relative_information_score: 124.4646, mean_absolute_error: 0.4822, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6332, predictive_accuracy: 0.6331, prior_entropy: 1, recall: 0.6331, relative_absolute_error: 0.9644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4842, root_relative_squared_error: 0.9684, scimark_benchmark: 1762.288, usercpu_time_millis: 21.494, usercpu_time_millis_testing: 1.098, usercpu_time_millis_training: 20.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.6282, kappa: 0.2569, kb_relative_information_score: 98.5528, mean_absolute_error: 0.4861, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6289, predictive_accuracy: 0.6285, prior_entropy: 1, recall: 0.6285, relative_absolute_error: 0.9722, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4875, root_relative_squared_error: 0.9749, scimark_benchmark: 1765.6265, usercpu_time_millis: 24.126, usercpu_time_millis_testing: 1.38, usercpu_time_millis_training: 22.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6698, f_measure: 0.6115, kappa: 0.2231, kb_relative_information_score: 73.9586, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6116, predictive_accuracy: 0.6115, prior_entropy: 1, recall: 0.6115, relative_absolute_error: 0.9793, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9814, scimark_benchmark: 1739.6678, usercpu_time_millis: 6.604, usercpu_time_millis_testing: 0.519, usercpu_time_millis_training: 6.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6678, f_measure: 0.6108, kappa: 0.2215, kb_relative_information_score: 44.6588, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6108, predictive_accuracy: 0.6108, prior_entropy: 1, recall: 0.6108, relative_absolute_error: 0.9877, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9885, scimark_benchmark: 1753.6136, usercpu_time_millis: 7.973, usercpu_time_millis_testing: 0.808, usercpu_time_millis_training: 7.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6579, f_measure: 0.6123, kappa: 0.2254, kb_relative_information_score: 138.7067, mean_absolute_error: 0.4798, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6131, predictive_accuracy: 0.6127, prior_entropy: 1, recall: 0.6127, relative_absolute_error: 0.9596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4852, root_relative_squared_error: 0.9704, scimark_benchmark: 1780.0457, usercpu_time_millis: 21.46, usercpu_time_millis_testing: 0.825, usercpu_time_millis_training: 20.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6841, f_measure: 0.6115, kappa: 0.2231, kb_relative_information_score: 88.6616, mean_absolute_error: 0.4875, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6115, predictive_accuracy: 0.6115, prior_entropy: 1, recall: 0.6115, relative_absolute_error: 0.975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4888, root_relative_squared_error: 0.9776, scimark_benchmark: 2132.217, usercpu_time_millis: 5.013, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 4.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.652, f_measure: 0.6015, kappa: 0.2031, kb_relative_information_score: 14.9303, mean_absolute_error: 0.498, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6015, predictive_accuracy: 0.6015, prior_entropy: 1, recall: 0.6015, relative_absolute_error: 0.996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9961, scimark_benchmark: 2125.3623, usercpu_time_millis: 7.745, usercpu_time_millis_testing: 0.854, usercpu_time_millis_training: 6.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6772, f_measure: 0.6146, kappa: 0.2292, kb_relative_information_score: 68.9418, mean_absolute_error: 0.4904, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6147, predictive_accuracy: 0.6146, prior_entropy: 1, recall: 0.6146, relative_absolute_error: 0.9808, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4912, root_relative_squared_error: 0.9825, scimark_benchmark: 1769.9619, usercpu_time_millis: 8.498, usercpu_time_millis_testing: 0.635, usercpu_time_millis_training: 7.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5427, f_measure: 0.5287, kappa: 0.0577, kb_relative_information_score: 6.5084, mean_absolute_error: 0.4991, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5289, predictive_accuracy: 0.5288, prior_entropy: 1, recall: 0.5288, relative_absolute_error: 0.9982, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9985, scimark_benchmark: 1759.8448, usercpu_time_millis: 2.392, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 2.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6697, f_measure: 0.6077, kappa: 0.2154, kb_relative_information_score: 69.4602, mean_absolute_error: 0.4903, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6077, predictive_accuracy: 0.6077, prior_entropy: 1, recall: 0.6077, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4912, root_relative_squared_error: 0.9825, scimark_benchmark: 1762.3622, usercpu_time_millis: 4.597, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 4.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.615, kappa: 0.23, kb_relative_information_score: 69.0819, mean_absolute_error: 0.4904, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.615, predictive_accuracy: 0.615, prior_entropy: 1, recall: 0.615, relative_absolute_error: 0.9807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4912, root_relative_squared_error: 0.9825, scimark_benchmark: 1755.7416, usercpu_time_millis: 3.397, usercpu_time_millis_testing: 0.316, usercpu_time_millis_training: 3.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7198, f_measure: 0.6328, kappa: 0.2662, kb_relative_information_score: 160.7338, mean_absolute_error: 0.4767, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6334, predictive_accuracy: 0.6331, prior_entropy: 1, recall: 0.6331, relative_absolute_error: 0.9534, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4798, root_relative_squared_error: 0.9596, scimark_benchmark: 1773.2335, usercpu_time_millis: 14.465, usercpu_time_millis_testing: 0.748, usercpu_time_millis_training: 13.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6261, f_measure: 0.5984, kappa: 0.1977, kb_relative_information_score: 33.3661, mean_absolute_error: 0.4954, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5993, predictive_accuracy: 0.5988, prior_entropy: 1, recall: 0.5988, relative_absolute_error: 0.9908, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9917, scimark_benchmark: 1771.5254, usercpu_time_millis: 2.608, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 2.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.8226, kappa: 0.6454, kb_relative_information_score: 890.9317, mean_absolute_error: 0.3518, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8233, predictive_accuracy: 0.8227, prior_entropy: 1, recall: 0.8227, relative_absolute_error: 0.7037, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3878, root_relative_squared_error: 0.7756, scimark_benchmark: 1805.6802, usercpu_time_millis: 1375.001, usercpu_time_millis_testing: 2.277, usercpu_time_millis_training: 1372.724,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs