Task
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1853.9121, usercpu_time_millis: 3.107, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 2.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.5954, kb_relative_information_score: 1403.2414, mean_absolute_error: 0.3968, 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: 0.9724, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4394, root_relative_squared_error: 0.9727, scimark_benchmark: 1797.5293, usercpu_time_millis: 3.567, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 3.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.934, kappa: 0.8371, kb_relative_information_score: 24545.4398, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.934, predictive_accuracy: 0.9345, prior_entropy: 0.863, recall: 0.9345, relative_absolute_error: 0.3069, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.4975, scimark_benchmark: 1772.7632, usercpu_time_millis: 10.55, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 10.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9274, kappa: 0.8199, kb_relative_information_score: 21415.6548, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9278, predictive_accuracy: 0.9284, prior_entropy: 0.863, recall: 0.9284, relative_absolute_error: 0.413, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2486, root_relative_squared_error: 0.5503, scimark_benchmark: 1737.9287, usercpu_time_millis: 7.109, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 6.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.5954, kb_relative_information_score: 6099.2861, mean_absolute_error: 0.353, 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: 0.865, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3942, root_relative_squared_error: 0.8726, scimark_benchmark: 1752.5049, usercpu_time_millis: 3.738, usercpu_time_millis_testing: 0.316, usercpu_time_millis_training: 3.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1836.152, usercpu_time_millis: 3.398, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 3.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1018.591, usercpu_time_millis: 5.473, usercpu_time_millis_testing: 0.58, usercpu_time_millis_training: 4.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8892, f_measure: 0.5954, kb_relative_information_score: 1874.0565, mean_absolute_error: 0.3917, 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: 0.9598, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.434, root_relative_squared_error: 0.9609, scimark_benchmark: 1768.0168, usercpu_time_millis: 3.318, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 3.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9376, kappa: 0.8464, kb_relative_information_score: 24887.0687, mean_absolute_error: 0.1211, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9375, predictive_accuracy: 0.9379, prior_entropy: 0.863, recall: 0.9379, relative_absolute_error: 0.2967, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.4882, scimark_benchmark: 1738.7921, usercpu_time_millis: 13.032, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 12.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.7363, kappa: 0.3243, kb_relative_information_score: 9557.7859, mean_absolute_error: 0.3163, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8281, predictive_accuracy: 0.7853, prior_entropy: 0.863, recall: 0.7853, relative_absolute_error: 0.7752, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3599, root_relative_squared_error: 0.7967, scimark_benchmark: 1720.0954, usercpu_time_millis: 4.853, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 4.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9405, kappa: 0.8535, kb_relative_information_score: 26132.2365, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9404, predictive_accuracy: 0.9407, prior_entropy: 0.863, recall: 0.9407, relative_absolute_error: 0.2543, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.211, root_relative_squared_error: 0.4672, scimark_benchmark: 1834.1796, usercpu_time_millis: 19.56, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 19.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1795.1956, usercpu_time_millis: 3.244, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 2.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1732.9385, usercpu_time_millis: 3.675, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 3.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1791.0289, usercpu_time_millis: 3.124, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 2.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1732.0265, usercpu_time_millis: 3.393, usercpu_time_millis_testing: 0.318, usercpu_time_millis_training: 3.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9237, kappa: 0.8104, kb_relative_information_score: 20375.873, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9245, predictive_accuracy: 0.925, prior_entropy: 0.863, recall: 0.925, relative_absolute_error: 0.4477, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.5686, scimark_benchmark: 1726.0585, usercpu_time_millis: 5.613, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 5.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1829.3026, usercpu_time_millis: 3.144, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 2.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1733.9947, usercpu_time_millis: 3.299, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 2.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1732.2055, usercpu_time_millis: 3.396, usercpu_time_millis_testing: 0.317, usercpu_time_millis_training: 3.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.5954, kb_relative_information_score: 2717.2531, mean_absolute_error: 0.3854, 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: 0.9445, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4271, root_relative_squared_error: 0.9456, scimark_benchmark: 1803.096, usercpu_time_millis: 3.503, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 3.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9255, kappa: 0.8147, kb_relative_information_score: 21363.4923, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9262, predictive_accuracy: 0.9267, prior_entropy: 0.863, recall: 0.9267, relative_absolute_error: 0.4144, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2484, root_relative_squared_error: 0.5499, scimark_benchmark: 1706.711, usercpu_time_millis: 5.467, usercpu_time_millis_testing: 0.326, usercpu_time_millis_training: 5.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9418, kappa: 0.8569, kb_relative_information_score: 26501.2261, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9417, predictive_accuracy: 0.942, prior_entropy: 0.863, recall: 0.942, relative_absolute_error: 0.2419, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.4599, scimark_benchmark: 1853.3841, usercpu_time_millis: 24.211, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 23.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1787.7431, usercpu_time_millis: 3.147, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 2.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1847.2793, usercpu_time_millis: 3.202, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 2.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1840.2451, usercpu_time_millis: 3.44, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 3.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9409, kappa: 0.8548, kb_relative_information_score: 26186.2484, mean_absolute_error: 0.1031, 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: 0.2525, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4655, scimark_benchmark: 1754.7575, usercpu_time_millis: 22.186, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 21.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.943, kappa: 0.8599, kb_relative_information_score: 27018.832, mean_absolute_error: 0.0916, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9429, predictive_accuracy: 0.9432, prior_entropy: 0.863, recall: 0.9432, relative_absolute_error: 0.2244, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.451, scimark_benchmark: 1847.7442, usercpu_time_millis: 32.926, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 32.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1843.8492, usercpu_time_millis: 3.038, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 2.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9376, kappa: 0.8464, kb_relative_information_score: 25505.765, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9375, predictive_accuracy: 0.9379, prior_entropy: 0.863, recall: 0.9379, relative_absolute_error: 0.275, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.4801, scimark_benchmark: 1740.8346, usercpu_time_millis: 16.268, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 15.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9419, kappa: 0.8571, kb_relative_information_score: 26616.972, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9418, predictive_accuracy: 0.9421, prior_entropy: 0.863, recall: 0.9421, relative_absolute_error: 0.2381, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.4565, scimark_benchmark: 1742.4365, usercpu_time_millis: 31.84, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 31.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9439, kappa: 0.8621, kb_relative_information_score: 27136.5496, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9438, predictive_accuracy: 0.9441, prior_entropy: 0.863, recall: 0.9441, relative_absolute_error: 0.2204, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.449, scimark_benchmark: 1854.9533, usercpu_time_millis: 33.974, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 33.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.9313, kappa: 0.8304, kb_relative_information_score: 23194.1338, mean_absolute_error: 0.1437, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9313, predictive_accuracy: 0.9319, prior_entropy: 0.863, recall: 0.9319, relative_absolute_error: 0.3521, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.5192, scimark_benchmark: 1845.4601, usercpu_time_millis: 7.46, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 7.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1780.6114, usercpu_time_millis: 3.101, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 2.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1737.4699, usercpu_time_millis: 3.459, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 3.153,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9411, kappa: 0.8551, kb_relative_information_score: 26392.5064, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9409, predictive_accuracy: 0.9412, prior_entropy: 0.863, recall: 0.9412, relative_absolute_error: 0.2455, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.4615, scimark_benchmark: 1756.3483, usercpu_time_millis: 27.589, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 27.292,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1792.4091, usercpu_time_millis: 3.18, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 2.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1732.8983, usercpu_time_millis: 3.383, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 3.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1781.5976, usercpu_time_millis: 3.196, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 2.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1736.4041, usercpu_time_millis: 3.239, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 2.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9449, kappa: 0.8646, kb_relative_information_score: 27367.7282, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9448, predictive_accuracy: 0.945, prior_entropy: 0.863, recall: 0.945, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4424, scimark_benchmark: 1830.469, usercpu_time_millis: 46.472, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 46.181,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1729.6106, usercpu_time_millis: 3.321, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 3.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9388, kappa: 0.8494, kb_relative_information_score: 25460.7021, mean_absolute_error: 0.1131, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9387, predictive_accuracy: 0.939, prior_entropy: 0.863, recall: 0.939, relative_absolute_error: 0.2771, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.4785, scimark_benchmark: 1787.8467, usercpu_time_millis: 16.363, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 16.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1705.0788, usercpu_time_millis: 3.792, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 3.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.8744, kappa: 0.6816, kb_relative_information_score: 12279.2407, mean_absolute_error: 0.2852, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8832, predictive_accuracy: 0.8809, prior_entropy: 0.863, recall: 0.8809, relative_absolute_error: 0.699, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.7371, scimark_benchmark: 1766.2475, usercpu_time_millis: 3.829, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 3.524,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1715.6347, usercpu_time_millis: 4.224, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 3.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1727.0337, usercpu_time_millis: 3.312, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 3.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.7299, kappa: 0.3084, kb_relative_information_score: 9103.5501, mean_absolute_error: 0.3211, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8257, predictive_accuracy: 0.7814, prior_entropy: 0.863, recall: 0.7814, relative_absolute_error: 0.7868, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3645, root_relative_squared_error: 0.8068, scimark_benchmark: 1023.0756, usercpu_time_millis: 6.037, usercpu_time_millis_testing: 0.555, usercpu_time_millis_training: 5.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1729.922, usercpu_time_millis: 3.321, usercpu_time_millis_testing: 0.307, usercpu_time_millis_training: 3.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9385, kappa: 0.8485, kb_relative_information_score: 25826.6029, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9384, predictive_accuracy: 0.9388, prior_entropy: 0.863, recall: 0.9388, relative_absolute_error: 0.264, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.4755, scimark_benchmark: 1829.1182, usercpu_time_millis: 20.129, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 19.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1796.0752, usercpu_time_millis: 3.241, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 2.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1791.0544, usercpu_time_millis: 3.208, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 2.916,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.922, kappa: 0.8058, kb_relative_information_score: 20244.0413, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.923, predictive_accuracy: 0.9234, prior_entropy: 0.863, recall: 0.9234, relative_absolute_error: 0.452, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.5724, scimark_benchmark: 1731.0404, usercpu_time_millis: 6.143, usercpu_time_millis_testing: 0.317, usercpu_time_millis_training: 5.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1877.3859, usercpu_time_millis: 3.073, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 2.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.9041, kappa: 0.76, kb_relative_information_score: 17244.8871, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9062, predictive_accuracy: 0.9067, prior_entropy: 0.863, recall: 0.9067, relative_absolute_error: 0.5513, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2848, root_relative_squared_error: 0.6305, scimark_benchmark: 1731.5003, usercpu_time_millis: 4.617, usercpu_time_millis_testing: 0.312, usercpu_time_millis_training: 4.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1765.8004, usercpu_time_millis: 3.234, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 2.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1836.2249, usercpu_time_millis: 3.262, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 2.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9557, f_measure: 0.7556, kappa: 0.3722, kb_relative_information_score: 10118.4348, mean_absolute_error: 0.3102, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8358, predictive_accuracy: 0.7972, prior_entropy: 0.863, recall: 0.7972, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3543, root_relative_squared_error: 0.7843, scimark_benchmark: 1764.7943, usercpu_time_millis: 3.791, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 3.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1757.7082, usercpu_time_millis: 3.791, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 3.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9448, kappa: 0.8645, kb_relative_information_score: 27290.2887, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9447, predictive_accuracy: 0.945, prior_entropy: 0.863, recall: 0.945, relative_absolute_error: 0.2152, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.4462, scimark_benchmark: 1726.1942, usercpu_time_millis: 44.012, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 43.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.8792, kappa: 0.6921, kb_relative_information_score: 14461.7975, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8949, predictive_accuracy: 0.887, prior_entropy: 0.863, recall: 0.887, relative_absolute_error: 0.6389, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3111, root_relative_squared_error: 0.6888, scimark_benchmark: 1714.6802, usercpu_time_millis: 4.82, usercpu_time_millis_testing: 0.326, usercpu_time_millis_training: 4.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.4037, 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: 1733.299, usercpu_time_millis: 3.255, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 2.96,

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