Task
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 145804 Supervised Classification tic-tac-toe 270274 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.7933, kappa: 0.533, kb_relative_information_score: 292.8841, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8372, predictive_accuracy: 0.8121, prior_entropy: 0.9312, recall: 0.8121, relative_absolute_error: 0.7294, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3708, root_relative_squared_error: 0.7793, scimark_benchmark: 1276.6745, usercpu_time_millis: 5.35, usercpu_time_millis_testing: 0.484, usercpu_time_millis_training: 4.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7483, f_measure: 0.5165, kb_relative_information_score: 67.2963, mean_absolute_error: 0.4259, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9401, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4524, root_relative_squared_error: 0.9506, scimark_benchmark: 1274.7809, usercpu_time_millis: 6.857, usercpu_time_millis_testing: 0.874, usercpu_time_millis_training: 5.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.5165, kb_relative_information_score: -0.2701, mean_absolute_error: 0.4524, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0002, scimark_benchmark: 1285.7588, usercpu_time_millis: 0.354, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.5625, kappa: 0.0773, kb_relative_information_score: 135.7808, mean_absolute_error: 0.4037, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7827, predictive_accuracy: 0.6743, prior_entropy: 0.9312, recall: 0.6743, relative_absolute_error: 0.8912, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4273, root_relative_squared_error: 0.8978, scimark_benchmark: 1278.8211, usercpu_time_millis: 20.2, usercpu_time_millis_testing: 2.198, usercpu_time_millis_training: 18.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 582.5502, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.4677, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.5147, scimark_benchmark: 1272.6713, usercpu_time_millis: 56.583, usercpu_time_millis_testing: 5.942, usercpu_time_millis_training: 50.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7625, f_measure: 0.5165, kb_relative_information_score: 34.3967, mean_absolute_error: 0.4399, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9712, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.463, root_relative_squared_error: 0.9729, scimark_benchmark: 1274.5834, usercpu_time_millis: 7.695, usercpu_time_millis_testing: 1.098, usercpu_time_millis_training: 6.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9651, kappa: 0.9222, kb_relative_information_score: 520.8631, mean_absolute_error: 0.2384, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.967, predictive_accuracy: 0.9656, prior_entropy: 0.9312, recall: 0.9656, relative_absolute_error: 0.5262, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.278, root_relative_squared_error: 0.5842, scimark_benchmark: 1284.5651, usercpu_time_millis: 6.797, usercpu_time_millis_testing: 0.595, usercpu_time_millis_training: 6.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8324, f_measure: 0.6901, kappa: 0.3119, kb_relative_information_score: 139.4721, mean_absolute_error: 0.3966, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7828, predictive_accuracy: 0.739, prior_entropy: 0.9312, recall: 0.739, relative_absolute_error: 0.8755, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4259, root_relative_squared_error: 0.895, scimark_benchmark: 1278.5387, usercpu_time_millis: 7.351, usercpu_time_millis_testing: 0.863, usercpu_time_millis_training: 6.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 605.0938, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.4435, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.233, root_relative_squared_error: 0.4897, scimark_benchmark: 1281.2598, usercpu_time_millis: 72.396, usercpu_time_millis_testing: 7.445, usercpu_time_millis_training: 64.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.8078, kappa: 0.5655, kb_relative_information_score: 304.1353, mean_absolute_error: 0.3321, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8515, predictive_accuracy: 0.8246, prior_entropy: 0.9312, recall: 0.8246, relative_absolute_error: 0.7331, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3657, root_relative_squared_error: 0.7684, scimark_benchmark: 1276.8945, usercpu_time_millis: 2.886, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 2.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4973, f_measure: 0.5165, kb_relative_information_score: -0.3763, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1263.5083, usercpu_time_millis: 1.155, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 0.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.5769, kappa: 0.1016, kb_relative_information_score: 130.8502, mean_absolute_error: 0.405, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7733, predictive_accuracy: 0.6806, prior_entropy: 0.9312, recall: 0.6806, relative_absolute_error: 0.894, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4292, root_relative_squared_error: 0.902, scimark_benchmark: 1281.9616, usercpu_time_millis: 2.254, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 2.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5165, kb_relative_information_score: -0.2128, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1272.7457, usercpu_time_millis: 5.574, usercpu_time_millis_testing: 0.734, usercpu_time_millis_training: 4.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.8291, kappa: 0.6134, kb_relative_information_score: 320.7422, mean_absolute_error: 0.3283, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8665, predictive_accuracy: 0.8424, prior_entropy: 0.9312, recall: 0.8424, relative_absolute_error: 0.7247, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.7534, scimark_benchmark: 1281.5151, usercpu_time_millis: 5.761, usercpu_time_millis_testing: 0.596, usercpu_time_millis_training: 5.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7583, f_measure: 0.5354, kappa: 0.0313, kb_relative_information_score: 88.9514, mean_absolute_error: 0.4163, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7771, predictive_accuracy: 0.6618, prior_entropy: 0.9312, recall: 0.6618, relative_absolute_error: 0.919, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4451, root_relative_squared_error: 0.9353, scimark_benchmark: 1275.9559, usercpu_time_millis: 6.547, usercpu_time_millis_testing: 0.882, usercpu_time_millis_training: 5.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7668, f_measure: 0.5165, kb_relative_information_score: 52.2316, mean_absolute_error: 0.4325, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9548, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4564, root_relative_squared_error: 0.9591, scimark_benchmark: 1276.9064, usercpu_time_millis: 6.275, usercpu_time_millis_testing: 0.895, usercpu_time_millis_training: 5.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.907, kappa: 0.7905, kb_relative_information_score: 444.903, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9178, predictive_accuracy: 0.9102, prior_entropy: 0.9312, recall: 0.9102, relative_absolute_error: 0.6027, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.6511, scimark_benchmark: 1280.6772, usercpu_time_millis: 3.331, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 3.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7869, f_measure: 0.6912, kappa: 0.3074, kb_relative_information_score: 120.145, mean_absolute_error: 0.4015, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7427, predictive_accuracy: 0.7307, prior_entropy: 0.9312, recall: 0.7307, relative_absolute_error: 0.8863, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4351, root_relative_squared_error: 0.9142, scimark_benchmark: 1285.0174, usercpu_time_millis: 11.51, usercpu_time_millis_testing: 1.54, usercpu_time_millis_training: 9.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1287.222, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1283.8719, usercpu_time_millis: 0.139, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1280.6488, usercpu_time_millis: 0.138, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1256.6545, usercpu_time_millis: 0.138, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6469, f_measure: 0.6869, kappa: 0.3032, kb_relative_information_score: 104.917, mean_absolute_error: 0.4074, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6849, predictive_accuracy: 0.69, prior_entropy: 0.9312, recall: 0.69, relative_absolute_error: 0.8993, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4524, root_relative_squared_error: 0.9507, scimark_benchmark: 1254.9051, usercpu_time_millis: 0.128, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1250.8702, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1280.2889, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1284.4359, usercpu_time_millis: 0.118, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.751, f_measure: 0.5165, kb_relative_information_score: 51.6899, mean_absolute_error: 0.4329, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9556, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4571, root_relative_squared_error: 0.9606, scimark_benchmark: 1276.6079, usercpu_time_millis: 3.873, usercpu_time_millis_testing: 0.541, usercpu_time_millis_training: 3.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.91, kappa: 0.7971, kb_relative_information_score: 445.6262, mean_absolute_error: 0.2697, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9228, predictive_accuracy: 0.9134, prior_entropy: 0.9312, recall: 0.9134, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.6584, scimark_benchmark: 1282.0779, usercpu_time_millis: 7.847, usercpu_time_millis_testing: 0.644, usercpu_time_millis_training: 7.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.8015, kappa: 0.5515, kb_relative_information_score: 306.4262, mean_absolute_error: 0.3264, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8465, predictive_accuracy: 0.8194, prior_entropy: 0.9312, recall: 0.8194, relative_absolute_error: 0.7206, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.7682, scimark_benchmark: 1279.5461, usercpu_time_millis: 7.492, usercpu_time_millis_testing: 0.694, usercpu_time_millis_training: 6.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9315, kappa: 0.8464, kb_relative_information_score: 465.0907, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9375, predictive_accuracy: 0.9332, prior_entropy: 0.9312, recall: 0.9332, relative_absolute_error: 0.5877, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.6294, scimark_benchmark: 1285.439, usercpu_time_millis: 31.784, usercpu_time_millis_testing: 3.351, usercpu_time_millis_training: 28.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7804, f_measure: 0.5213, kappa: 0.0079, kb_relative_information_score: 83.7121, mean_absolute_error: 0.4191, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7744, predictive_accuracy: 0.6555, prior_entropy: 0.9312, recall: 0.6555, relative_absolute_error: 0.9252, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4456, root_relative_squared_error: 0.9363, scimark_benchmark: 1282.3522, usercpu_time_millis: 14.909, usercpu_time_millis_testing: 1.604, usercpu_time_millis_training: 13.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9726, kappa: 0.9391, kb_relative_information_score: 519.8322, mean_absolute_error: 0.2403, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9736, predictive_accuracy: 0.9729, prior_entropy: 0.9312, recall: 0.9729, relative_absolute_error: 0.5305, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2767, root_relative_squared_error: 0.5814, scimark_benchmark: 1277.6462, usercpu_time_millis: 33.494, usercpu_time_millis_testing: 3.151, usercpu_time_millis_training: 30.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1277.9758, usercpu_time_millis: 0.144, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1281.9452, usercpu_time_millis: 0.172, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1287.6935, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1250.6914, usercpu_time_millis: 0.143, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.089,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1289.5668, usercpu_time_millis: 0.256, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1275.4036, usercpu_time_millis: 0.181, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.3664, usercpu_time_millis: 0.202, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.112,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1281.7506, usercpu_time_millis: 0.137, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1260.8672, usercpu_time_millis: 0.143, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1261.5424, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1244.8304, usercpu_time_millis: 0.118, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.071,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1279.0969, usercpu_time_millis: 0.124, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.072,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1278.4534, usercpu_time_millis: 0.128, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1252.9233, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1256.2686, usercpu_time_millis: 0.127, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1280.6174, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6469, f_measure: 0.6869, kappa: 0.3032, kb_relative_information_score: 104.917, mean_absolute_error: 0.4074, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6849, predictive_accuracy: 0.69, prior_entropy: 0.9312, recall: 0.69, relative_absolute_error: 0.8993, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4524, root_relative_squared_error: 0.9507, scimark_benchmark: 1258.1531, usercpu_time_millis: 0.128, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1292.3717, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1284.7206, usercpu_time_millis: 0.201, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1283.8748, usercpu_time_millis: 0.146, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6519, f_measure: 0.6957, kappa: 0.3269, kb_relative_information_score: 123.9052, mean_absolute_error: 0.399, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6952, predictive_accuracy: 0.6962, prior_entropy: 0.9312, recall: 0.6962, relative_absolute_error: 0.8808, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4484, root_relative_squared_error: 0.9422, scimark_benchmark: 1255.1827, usercpu_time_millis: 0.138, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1280.1515, usercpu_time_millis: 0.151, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7071, f_measure: 0.7484, kappa: 0.4346, kb_relative_information_score: 283.0343, mean_absolute_error: 0.327, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8139, predictive_accuracy: 0.7787, prior_entropy: 0.9312, recall: 0.7787, relative_absolute_error: 0.7218, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4053, root_relative_squared_error: 0.8516, scimark_benchmark: 1262.2464, usercpu_time_millis: 0.132, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1266.5779, usercpu_time_millis: 0.131, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1283.8023, usercpu_time_millis: 0.116, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1248.4033, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1288.1252, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1264.3345, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1264.0364, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1253.8849, usercpu_time_millis: 0.126, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1281.983, usercpu_time_millis: 0.161, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.104,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

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

OpenML APIs