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Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 145847 Supervised Classification hill-valley 92422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6016, f_measure: 0.5684, kappa: 0.137, kb_relative_information_score: 73.0382, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5685, predictive_accuracy: 0.5685, prior_entropy: 1, recall: 0.5685, relative_absolute_error: 0.9504, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9915, scimark_benchmark: 1368.3231, usercpu_time_millis: 166.68, usercpu_time_millis_testing: 1.45, usercpu_time_millis_training: 165.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0185, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4984, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1403.2074, usercpu_time_millis: 0.78, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 0.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6138, f_measure: 0.5798, kappa: 0.1601, kb_relative_information_score: 88.9072, mean_absolute_error: 0.4694, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5802, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9887, scimark_benchmark: 1435.7149, usercpu_time_millis: 337.34, usercpu_time_millis_testing: 0.82, usercpu_time_millis_training: 336.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.005, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4991, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1385.5954, usercpu_time_millis: 2.57, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 2.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6191, f_measure: 0.5856, kappa: 0.1716, kb_relative_information_score: 125.0765, mean_absolute_error: 0.4543, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.586, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.9086, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5033, root_relative_squared_error: 1.0066, scimark_benchmark: 1452.3433, usercpu_time_millis: 579.92, usercpu_time_millis_testing: 1.27, usercpu_time_millis_training: 578.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5609, f_measure: 0.5214, kappa: 0.0446, kb_relative_information_score: 33.4437, mean_absolute_error: 0.4889, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5224, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9778, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9954, scimark_benchmark: 1426.0597, usercpu_time_millis: 133.83, usercpu_time_millis_testing: 0.65, usercpu_time_millis_training: 133.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6011, f_measure: 0.58, kappa: 0.1601, kb_relative_information_score: 79.1503, mean_absolute_error: 0.4728, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.58, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9961, scimark_benchmark: 1476.9785, usercpu_time_millis: 18.18, usercpu_time_millis_testing: 0.66, usercpu_time_millis_training: 17.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5127, f_measure: 0.518, kappa: 0.0363, kb_relative_information_score: 2.7765, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5182, predictive_accuracy: 0.5182, prior_entropy: 1, recall: 0.5182, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0012, scimark_benchmark: 1383.8711, usercpu_time_millis: 2.24, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 2.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0147, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4984, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1534.8399, usercpu_time_millis: 0.44, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 0.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5607, f_measure: 0.5198, kappa: 0.0396, kb_relative_information_score: 39.2297, mean_absolute_error: 0.4866, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5198, predictive_accuracy: 0.5198, prior_entropy: 1, recall: 0.5198, relative_absolute_error: 0.9732, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, scimark_benchmark: 1438.3233, usercpu_time_millis: 71.08, usercpu_time_millis_testing: 0.56, usercpu_time_millis_training: 70.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5447, f_measure: 0.5255, kappa: 0.0512, kb_relative_information_score: 28.5043, mean_absolute_error: 0.4903, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5256, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9987, scimark_benchmark: 1376.8946, usercpu_time_millis: 92.64, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 92.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5691, f_measure: 0.5344, kappa: 0.071, kb_relative_information_score: 35.9914, mean_absolute_error: 0.4882, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5358, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.9763, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1402.8142, usercpu_time_millis: 176.1, usercpu_time_millis_testing: 0.96, usercpu_time_millis_training: 175.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.612, f_measure: 0.5832, kappa: 0.1667, kb_relative_information_score: 97.9701, mean_absolute_error: 0.4655, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5834, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9311, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9953, scimark_benchmark: 1421.5746, usercpu_time_millis: 360.37, usercpu_time_millis_testing: 1.45, usercpu_time_millis_training: 358.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.55, f_measure: 0.5247, kappa: 0.0495, kb_relative_information_score: 29.9934, mean_absolute_error: 0.4898, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5248, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9797, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9983, scimark_benchmark: 1465.1091, usercpu_time_millis: 37.92, usercpu_time_millis_testing: 0.65, usercpu_time_millis_training: 37.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.481, kappa: 0.0033, kb_relative_information_score: 0.0035, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.502, predictive_accuracy: 0.5017, prior_entropy: 1, recall: 0.5017, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1437.7805, usercpu_time_millis: 0.79, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 0.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5715, f_measure: 0.5399, kappa: 0.0809, kb_relative_information_score: 36.4866, mean_absolute_error: 0.4881, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5406, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1364.8527, usercpu_time_millis: 131.76, usercpu_time_millis_testing: 0.83, usercpu_time_millis_training: 130.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5856, f_measure: 0.5667, kappa: 0.1337, kb_relative_information_score: 54.3644, mean_absolute_error: 0.4818, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5669, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9637, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1476.5024, usercpu_time_millis: 54.04, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 53.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5829, f_measure: 0.5502, kappa: 0.1007, kb_relative_information_score: 44.1549, mean_absolute_error: 0.4856, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5504, predictive_accuracy: 0.5503, prior_entropy: 1, recall: 0.5503, relative_absolute_error: 0.9712, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9911, scimark_benchmark: 1432.3661, usercpu_time_millis: 47.47, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 47.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5479, f_measure: 0.5218, kappa: 0.0462, kb_relative_information_score: 27.4448, mean_absolute_error: 0.4908, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5234, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9816, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1469.1227, usercpu_time_millis: 18.43, usercpu_time_millis_testing: 0.47, usercpu_time_millis_training: 17.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5594, f_measure: 0.529, kappa: 0.0611, kb_relative_information_score: 27.5817, mean_absolute_error: 0.4911, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5309, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9935, scimark_benchmark: 1422.0697, usercpu_time_millis: 59.31, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 59.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5689, f_measure: 0.5446, kappa: 0.0891, kb_relative_information_score: 43.3007, mean_absolute_error: 0.4855, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5446, predictive_accuracy: 0.5446, prior_entropy: 1, recall: 0.5446, relative_absolute_error: 0.9709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9977, scimark_benchmark: 1453.6195, usercpu_time_millis: 4.86, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 4.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5882, f_measure: 0.5685, kappa: 0.137, kb_relative_information_score: 79.9202, mean_absolute_error: 0.4723, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5685, predictive_accuracy: 0.5685, prior_entropy: 1, recall: 0.5685, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5064, root_relative_squared_error: 1.0129, scimark_benchmark: 1467.5823, usercpu_time_millis: 169.92, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 169.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6174, f_measure: 0.5799, kappa: 0.1601, kb_relative_information_score: 93.3951, mean_absolute_error: 0.4678, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5801, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9357, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4941, root_relative_squared_error: 0.9882, scimark_benchmark: 1477.0055, usercpu_time_millis: 57.73, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 57.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5198, f_measure: 0.5294, kappa: 0.0594, kb_relative_information_score: 5.3017, mean_absolute_error: 0.4984, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5298, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1403.7434, usercpu_time_millis: 6.66, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 6.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6041, f_measure: 0.5716, kappa: 0.1436, kb_relative_information_score: 72.6822, mean_absolute_error: 0.4753, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5719, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.9507, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.9889, scimark_benchmark: 1400.6238, usercpu_time_millis: 355.28, usercpu_time_millis_testing: 1.07, usercpu_time_millis_training: 354.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.618, f_measure: 0.5831, kappa: 0.1667, kb_relative_information_score: 96.0714, mean_absolute_error: 0.4667, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5836, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.494, root_relative_squared_error: 0.9879, scimark_benchmark: 1379.4765, usercpu_time_millis: 142.81, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 142.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6028, f_measure: 0.5833, kappa: 0.1667, kb_relative_information_score: 85.1432, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5834, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1404.6841, usercpu_time_millis: 47.06, usercpu_time_millis_testing: 0.79, usercpu_time_millis_training: 46.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5247, f_measure: 0.5123, kappa: 0.0281, kb_relative_information_score: 9.9706, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5142, predictive_accuracy: 0.514, prior_entropy: 1, recall: 0.514, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9988, scimark_benchmark: 1437.7285, usercpu_time_millis: 69, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 68.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5198, f_measure: 0.5227, kappa: 0.0479, kb_relative_information_score: 5.9751, mean_absolute_error: 0.4982, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5242, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9964, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 0.9999, scimark_benchmark: 1384.8628, usercpu_time_millis: 45.24, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 44.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6008, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 83.2971, mean_absolute_error: 0.4711, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5734, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9985, scimark_benchmark: 1371.4614, usercpu_time_millis: 614.84, usercpu_time_millis_testing: 1.21, usercpu_time_millis_training: 613.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5321, f_measure: 0.5205, kappa: 0.0462, kb_relative_information_score: 12.561, mean_absolute_error: 0.4961, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5236, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9921, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9973, scimark_benchmark: 1417.6013, usercpu_time_millis: 27.52, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 27.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5609, f_measure: 0.5375, kappa: 0.0759, kb_relative_information_score: 35.5679, mean_absolute_error: 0.4881, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5381, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9762, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1441.673, usercpu_time_millis: 81.71, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 81.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0093, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.498, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1372.3124, usercpu_time_millis: 2.49, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 2.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5236, f_measure: 0.5055, kappa: 0.0132, kb_relative_information_score: 17.3745, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5067, predictive_accuracy: 0.5066, prior_entropy: 1, recall: 0.5066, relative_absolute_error: 0.9881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.503, root_relative_squared_error: 1.0059, scimark_benchmark: 1430.4298, usercpu_time_millis: 8.94, usercpu_time_millis_testing: 0.75, usercpu_time_millis_training: 8.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.582, f_measure: 0.5519, kappa: 0.104, kb_relative_information_score: 53.226, mean_absolute_error: 0.482, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.552, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.9641, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1404.7393, usercpu_time_millis: 234.11, usercpu_time_millis_testing: 0.86, usercpu_time_millis_training: 233.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0162, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4967, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1409.1808, usercpu_time_millis: 1.93, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 1.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.563, f_measure: 0.5319, kappa: 0.0644, kb_relative_information_score: 38.4888, mean_absolute_error: 0.4869, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5323, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.9739, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1386.6144, usercpu_time_millis: 175.43, usercpu_time_millis_testing: 0.95, usercpu_time_millis_training: 174.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5543, f_measure: 0.5338, kappa: 0.0677, kb_relative_information_score: 32.6293, mean_absolute_error: 0.489, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5338, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9781, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1436.6475, usercpu_time_millis: 6.69, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 6.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6001, f_measure: 0.5726, kappa: 0.1452, kb_relative_information_score: 76.1291, mean_absolute_error: 0.4739, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5726, predictive_accuracy: 0.5726, prior_entropy: 1, recall: 0.5726, relative_absolute_error: 0.9478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9945, scimark_benchmark: 1477.1967, usercpu_time_millis: 22.54, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 22.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5626, f_measure: 0.5272, kappa: 0.0545, kb_relative_information_score: 37.5624, mean_absolute_error: 0.4874, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5272, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9748, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9985, scimark_benchmark: 1482.9905, usercpu_time_millis: 28.46, usercpu_time_millis_testing: 0.99, usercpu_time_millis_training: 27.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5515, f_measure: 0.5257, kappa: 0.0528, kb_relative_information_score: 30.6614, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5266, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9792, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9981, scimark_benchmark: 1407.3194, usercpu_time_millis: 123.84, usercpu_time_millis_testing: 0.79, usercpu_time_millis_training: 123.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5992, f_measure: 0.57, kappa: 0.1403, kb_relative_information_score: 70.5562, mean_absolute_error: 0.476, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5702, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9521, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9917, scimark_benchmark: 1441.0834, usercpu_time_millis: 72.92, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 72.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6237, f_measure: 0.5923, kappa: 0.1848, kb_relative_information_score: 112.842, mean_absolute_error: 0.4601, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5925, predictive_accuracy: 0.5924, prior_entropy: 1, recall: 0.5924, relative_absolute_error: 0.9202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.991, scimark_benchmark: 1389.0637, usercpu_time_millis: 272.97, usercpu_time_millis_testing: 1.55, usercpu_time_millis_training: 271.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0126, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4967, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1452.1815, usercpu_time_millis: 2.04, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 1.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5988, f_measure: 0.5718, kappa: 0.1436, kb_relative_information_score: 100.9259, mean_absolute_error: 0.4634, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5718, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.9269, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5088, root_relative_squared_error: 1.0176, scimark_benchmark: 1423.1673, usercpu_time_millis: 6.85, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 6.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0036, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4991, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1398.2357, usercpu_time_millis: 2.01, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 1.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0232, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4967, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1408.2605, usercpu_time_millis: 1.29, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 1.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5842, f_measure: 0.552, kappa: 0.104, kb_relative_information_score: 55.9806, mean_absolute_error: 0.481, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.552, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.962, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9943, scimark_benchmark: 1475.0492, usercpu_time_millis: 82.21, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 81.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5981, f_measure: 0.5684, kappa: 0.137, kb_relative_information_score: 73.7319, mean_absolute_error: 0.4747, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5685, predictive_accuracy: 0.5685, prior_entropy: 1, recall: 0.5685, relative_absolute_error: 0.9494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1408.1456, usercpu_time_millis: 51.78, usercpu_time_millis_testing: 0.22, usercpu_time_millis_training: 51.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5261, f_measure: 0.5274, kappa: 0.0578, kb_relative_information_score: 10.3151, mean_absolute_error: 0.4968, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5292, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9936, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1436.6494, usercpu_time_millis: 23.04, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 22.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.5535, kappa: 0.1073, kb_relative_information_score: 59.4848, mean_absolute_error: 0.4793, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5537, predictive_accuracy: 0.5536, prior_entropy: 1, recall: 0.5536, relative_absolute_error: 0.9586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.501, root_relative_squared_error: 1.0019, scimark_benchmark: 1482.7955, usercpu_time_millis: 2.01, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 1.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, f_measure: 0.5254, kappa: 0.0512, kb_relative_information_score: 3.6387, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5256, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0009, scimark_benchmark: 1416.8294, usercpu_time_millis: 14.06, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 13.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5888, f_measure: 0.5586, kappa: 0.1172, kb_relative_information_score: 55.6169, mean_absolute_error: 0.4815, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5586, predictive_accuracy: 0.5586, prior_entropy: 1, recall: 0.5586, relative_absolute_error: 0.963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9922, scimark_benchmark: 1488.8787, usercpu_time_millis: 52.98, usercpu_time_millis_testing: 0.59, usercpu_time_millis_training: 52.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.5461, kappa: 0.0924, kb_relative_information_score: 52.4391, mean_absolute_error: 0.4824, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5462, predictive_accuracy: 0.5462, prior_entropy: 1, recall: 0.5462, relative_absolute_error: 0.9648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1351.6432, usercpu_time_millis: 337.61, usercpu_time_millis_testing: 0.95, usercpu_time_millis_training: 336.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5775, f_measure: 0.5509, kappa: 0.104, kb_relative_information_score: 36.8155, mean_absolute_error: 0.4881, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5525, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.9762, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9899, scimark_benchmark: 1400.3116, usercpu_time_millis: 332.3, usercpu_time_millis_testing: 0.75, usercpu_time_millis_training: 331.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.0132, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4975, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1407.1278, usercpu_time_millis: 2.3, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 1.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5993, f_measure: 0.5693, kappa: 0.1386, kb_relative_information_score: 72.3186, mean_absolute_error: 0.4753, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5693, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9507, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1443.5518, usercpu_time_millis: 209.08, usercpu_time_millis_testing: 0.58, usercpu_time_millis_training: 208.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5591, f_measure: 0.5402, kappa: 0.0809, kb_relative_information_score: 35.7924, mean_absolute_error: 0.488, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5405, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1390.5323, usercpu_time_millis: 98.33, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 97.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.497, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0118, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1451.0736, usercpu_time_millis: 1.22, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5275, f_measure: 0.5151, kappa: 0.0347, kb_relative_information_score: 10.7327, mean_absolute_error: 0.4967, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5177, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9983, scimark_benchmark: 1379.7569, usercpu_time_millis: 27.66, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 27.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0178, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1500.1387, usercpu_time_millis: 1.49, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 1.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5154, f_measure: 0.5238, kappa: 0.0479, kb_relative_information_score: 3.5569, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.524, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1441.2319, usercpu_time_millis: 4.11, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 3.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.5, kb_relative_information_score: -0.0061, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, 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: 1437.0304, usercpu_time_millis: 0.61, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5342, f_measure: 0.5189, kappa: 0.0429, kb_relative_information_score: 13.5083, mean_absolute_error: 0.4958, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5219, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.997, scimark_benchmark: 1392.6796, usercpu_time_millis: 45.07, usercpu_time_millis_testing: 0.22, usercpu_time_millis_training: 44.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6169, f_measure: 0.5865, kappa: 0.1733, kb_relative_information_score: 94.6526, mean_absolute_error: 0.4674, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5868, predictive_accuracy: 0.5866, prior_entropy: 1, recall: 0.5866, relative_absolute_error: 0.9347, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.989, scimark_benchmark: 1439.5247, usercpu_time_millis: 78.79, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 78.54,
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: 0.5935, f_measure: 0.5667, kappa: 0.1337, kb_relative_information_score: 64.652, mean_absolute_error: 0.4781, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5669, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1394.5723, usercpu_time_millis: 62.34, usercpu_time_millis_testing: 0.68, usercpu_time_millis_training: 61.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5065, f_measure: 0.5144, kappa: 0.0297, kb_relative_information_score: 2.7034, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5149, predictive_accuracy: 0.5149, prior_entropy: 1, recall: 0.5149, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0014, scimark_benchmark: 1400.7403, usercpu_time_millis: 3.06, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 2.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5312, f_measure: 0.5178, kappa: 0.0413, kb_relative_information_score: 11.3901, mean_absolute_error: 0.4965, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5211, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1426.4318, usercpu_time_millis: 35.18, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 35.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.561, f_measure: 0.5372, kappa: 0.0759, kb_relative_information_score: 37.6249, mean_absolute_error: 0.4873, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5382, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9746, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9993, scimark_benchmark: 1385.8391, usercpu_time_millis: 14.41, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 14.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5778, f_measure: 0.552, kappa: 0.104, kb_relative_information_score: 53.0203, mean_absolute_error: 0.4821, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.552, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.9641, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1398.393, usercpu_time_millis: 9.27, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 9.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.595, f_measure: 0.5635, kappa: 0.1271, kb_relative_information_score: 69.5682, mean_absolute_error: 0.4762, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5635, predictive_accuracy: 0.5635, prior_entropy: 1, recall: 0.5635, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1485.2227, usercpu_time_millis: 381.54, usercpu_time_millis_testing: 0.75, usercpu_time_millis_training: 380.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6104, f_measure: 0.5873, kappa: 0.1749, kb_relative_information_score: 101.4307, mean_absolute_error: 0.4639, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5876, predictive_accuracy: 0.5875, prior_entropy: 1, recall: 0.5875, relative_absolute_error: 0.9279, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9994, scimark_benchmark: 1434.4754, usercpu_time_millis: 330.79, usercpu_time_millis_testing: 0.82, usercpu_time_millis_training: 329.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6039, f_measure: 0.5699, kappa: 0.1403, kb_relative_information_score: 115.7113, mean_absolute_error: 0.457, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5703, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5127, root_relative_squared_error: 1.0253, scimark_benchmark: 1501.5924, usercpu_time_millis: 661.5, usercpu_time_millis_testing: 1.45, usercpu_time_millis_training: 660.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6128, f_measure: 0.5889, kappa: 0.1782, kb_relative_information_score: 87.4731, mean_absolute_error: 0.47, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5893, predictive_accuracy: 0.5891, prior_entropy: 1, recall: 0.5891, relative_absolute_error: 0.9399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.989, scimark_benchmark: 1491.0399, usercpu_time_millis: 173.16, usercpu_time_millis_testing: 0.89, usercpu_time_millis_training: 172.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5267, f_measure: 0.5283, kappa: 0.0578, kb_relative_information_score: 9.3677, mean_absolute_error: 0.4971, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.529, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9994, scimark_benchmark: 1568.5496, usercpu_time_millis: 13.99, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 13.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5991, f_measure: 0.5742, kappa: 0.1485, kb_relative_information_score: 78.2132, mean_absolute_error: 0.4731, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5743, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9462, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, scimark_benchmark: 1385.8602, usercpu_time_millis: 97.8, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 97.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6021, f_measure: 0.579, kappa: 0.1584, kb_relative_information_score: 98.928, mean_absolute_error: 0.4646, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5794, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.9292, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5048, root_relative_squared_error: 1.0096, scimark_benchmark: 1383.6378, usercpu_time_millis: 598.39, usercpu_time_millis_testing: 1.1, usercpu_time_millis_training: 597.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6215, f_measure: 0.5932, kappa: 0.1865, kb_relative_information_score: 106.4259, mean_absolute_error: 0.4629, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5933, predictive_accuracy: 0.5932, prior_entropy: 1, recall: 0.5932, relative_absolute_error: 0.9257, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9909, scimark_benchmark: 1433.5361, usercpu_time_millis: 27.19, usercpu_time_millis_testing: 0.67, usercpu_time_millis_training: 26.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0112, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4984, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1434.6927, usercpu_time_millis: 0.66, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 0.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.545, f_measure: 0.5155, kappa: 0.0347, kb_relative_information_score: 24.5407, mean_absolute_error: 0.4918, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5176, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.9837, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1490.8703, usercpu_time_millis: 47.22, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 46.94,
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: 0.5852, f_measure: 0.5577, kappa: 0.1155, kb_relative_information_score: 56.8703, mean_absolute_error: 0.4807, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5578, predictive_accuracy: 0.5578, prior_entropy: 1, recall: 0.5578, relative_absolute_error: 0.9614, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9937, scimark_benchmark: 1365.1318, usercpu_time_millis: 41.21, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 41.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6212, f_measure: 0.5949, kappa: 0.1898, kb_relative_information_score: 104.2272, mean_absolute_error: 0.4636, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5949, predictive_accuracy: 0.5949, prior_entropy: 1, recall: 0.5949, relative_absolute_error: 0.9273, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9896, scimark_benchmark: 1477.9095, usercpu_time_millis: 15.95, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 15.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5669, f_measure: 0.5332, kappa: 0.0677, kb_relative_information_score: 39.4956, mean_absolute_error: 0.4868, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.534, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9735, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.996, scimark_benchmark: 1475.5653, usercpu_time_millis: 93.99, usercpu_time_millis_testing: 0.79, usercpu_time_millis_training: 93.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0094, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1457.6855, usercpu_time_millis: 1.4, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 1.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5429, f_measure: 0.5229, kappa: 0.0462, kb_relative_information_score: 28.0552, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5231, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5055, root_relative_squared_error: 1.011, scimark_benchmark: 1393.4153, usercpu_time_millis: 4.39, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 4.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6072, f_measure: 0.5873, kappa: 0.1749, kb_relative_information_score: 94.7437, mean_absolute_error: 0.4667, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5876, predictive_accuracy: 0.5875, prior_entropy: 1, recall: 0.5875, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9994, scimark_benchmark: 1428.0023, usercpu_time_millis: 366.72, usercpu_time_millis_testing: 0.68, usercpu_time_millis_training: 366.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6069, f_measure: 0.5774, kappa: 0.1551, kb_relative_information_score: 80.032, mean_absolute_error: 0.4727, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5777, predictive_accuracy: 0.5776, prior_entropy: 1, recall: 0.5776, relative_absolute_error: 0.9453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9909, scimark_benchmark: 1430.8928, usercpu_time_millis: 147.57, usercpu_time_millis_testing: 0.66, usercpu_time_millis_training: 146.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5259, f_measure: 0.5288, kappa: 0.0594, kb_relative_information_score: 8.5852, mean_absolute_error: 0.4974, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5299, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9995, scimark_benchmark: 1495.6325, usercpu_time_millis: 29.12, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 28.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5621, f_measure: 0.5374, kappa: 0.0776, kb_relative_information_score: 29.6297, mean_absolute_error: 0.4904, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5392, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.9808, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1429.7991, usercpu_time_millis: 67.81, usercpu_time_millis_testing: 0.21, usercpu_time_millis_training: 67.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5437, f_measure: 0.5268, kappa: 0.0545, kb_relative_information_score: 26.9993, mean_absolute_error: 0.4909, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5273, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9817, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9987, scimark_benchmark: 1378.737, usercpu_time_millis: 145.24, usercpu_time_millis_testing: 0.56, usercpu_time_millis_training: 144.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.4992, kappa: -0.0017, kb_relative_information_score: -0.0141, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4992, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1442.0059, usercpu_time_millis: 0.67, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 0.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6078, f_measure: 0.5766, kappa: 0.1535, kb_relative_information_score: 94.0339, mean_absolute_error: 0.4669, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5768, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9339, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1408.3353, usercpu_time_millis: 213.74, usercpu_time_millis_testing: 1.61, usercpu_time_millis_training: 212.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5614, f_measure: 0.5354, kappa: 0.071, kb_relative_information_score: 38.745, mean_absolute_error: 0.4869, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5355, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.9738, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9975, scimark_benchmark: 1463.8129, usercpu_time_millis: 80.44, usercpu_time_millis_testing: 0.31, usercpu_time_millis_training: 80.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5149, f_measure: 0.523, kappa: 0.0462, kb_relative_information_score: 3.2891, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5231, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.001, scimark_benchmark: 1406.0504, usercpu_time_millis: 6.99, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 6.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4792, kb_relative_information_score: -0.0081, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, 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: 1421.4778, usercpu_time_millis: 0.9, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 0.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5383, f_measure: 0.5128, kappa: 0.0264, kb_relative_information_score: 24.5973, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5132, predictive_accuracy: 0.5132, prior_entropy: 1, recall: 0.5132, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9989, scimark_benchmark: 1504.9104, usercpu_time_millis: 64.01, usercpu_time_millis_testing: 0.63, usercpu_time_millis_training: 63.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5947, f_measure: 0.5652, kappa: 0.1304, kb_relative_information_score: 70.2009, mean_absolute_error: 0.476, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5652, predictive_accuracy: 0.5652, prior_entropy: 1, recall: 0.5652, relative_absolute_error: 0.9519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9955, scimark_benchmark: 1425.6211, usercpu_time_millis: 153.28, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 152.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5897, f_measure: 0.5668, kappa: 0.1337, kb_relative_information_score: 62.4698, mean_absolute_error: 0.4787, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5668, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9575, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1537.6476, usercpu_time_millis: 77.63, usercpu_time_millis_testing: 0.21, usercpu_time_millis_training: 77.42,

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

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

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