Task
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 145855 Supervised Classification ozone-level-8hr 90654 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -904.1138, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.8895, scimark_benchmark: 1236.5662, usercpu_time_millis: 28.065, usercpu_time_millis_testing: 1.573, usercpu_time_millis_training: 26.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.9214, kappa: 0.1854, kb_relative_information_score: -608.9921, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7839, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8536, scimark_benchmark: 1224.7435, usercpu_time_millis: 96.807, usercpu_time_millis_testing: 6.677, usercpu_time_millis_training: 90.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.9157, kappa: 0.1175, kb_relative_information_score: -708.1479, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9311, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.7987, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.8655, scimark_benchmark: 1238.5369, usercpu_time_millis: 23.715, usercpu_time_millis_testing: 1.27, usercpu_time_millis_training: 22.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.9253, kappa: 0.232, kb_relative_information_score: -675.5896, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9394, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7952, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8537, scimark_benchmark: 1237.3231, usercpu_time_millis: 141.79, usercpu_time_millis_testing: 6.765, usercpu_time_millis_training: 135.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -776.2807, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8402, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8825, scimark_benchmark: 1233.1429, usercpu_time_millis: 85.393, usercpu_time_millis_testing: 7.764, usercpu_time_millis_training: 77.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.9063, kb_relative_information_score: 4.8429, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9964, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1250.0024, usercpu_time_millis: 13.358, usercpu_time_millis_testing: 1.62, usercpu_time_millis_training: 11.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.9197, kappa: 0.1661, kb_relative_information_score: -638.5724, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9337, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7883, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.8577, scimark_benchmark: 1237.3738, usercpu_time_millis: 73.468, usercpu_time_millis_testing: 5.729, usercpu_time_millis_training: 67.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, f_measure: 0.9063, kb_relative_information_score: -1320.4865, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9169, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2294, root_relative_squared_error: 0.9434, scimark_benchmark: 1243.65, usercpu_time_millis: 60.713, usercpu_time_millis_testing: 3.764, usercpu_time_millis_training: 56.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.9063, kb_relative_information_score: -1172.1054, mean_absolute_error: 0.11, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9274, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.9476, scimark_benchmark: 1238.1427, usercpu_time_millis: 42.714, usercpu_time_millis_testing: 4.058, usercpu_time_millis_training: 38.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1070.2712, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8744, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2218, root_relative_squared_error: 0.9118, scimark_benchmark: 1241.0815, usercpu_time_millis: 93.456, usercpu_time_millis_testing: 5.349, usercpu_time_millis_training: 88.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.913, f_measure: 0.9183, kappa: 0.1479, kb_relative_information_score: -686.1182, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9345, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.8045, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.8577, scimark_benchmark: 1240.1257, usercpu_time_millis: 36.318, usercpu_time_millis_testing: 2.597, usercpu_time_millis_training: 33.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -642.2707, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7914, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.8514, scimark_benchmark: 1249.1023, usercpu_time_millis: 114.809, usercpu_time_millis_testing: 7.356, usercpu_time_millis_training: 107.453,
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: 0.9168, f_measure: 0.9238, kappa: 0.2136, kb_relative_information_score: -632.0287, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.938, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7884, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.8504, scimark_benchmark: 1259.0769, usercpu_time_millis: 102.326, usercpu_time_millis_testing: 6.472, usercpu_time_millis_training: 95.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8486, f_measure: 0.9063, kb_relative_information_score: -1023.5954, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9401, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.952, scimark_benchmark: 1234.7411, usercpu_time_millis: 4.331, usercpu_time_millis_testing: 0.443, usercpu_time_millis_training: 3.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -669.7829, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9347, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.804, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.8583, scimark_benchmark: 1240.2039, usercpu_time_millis: 55.915, usercpu_time_millis_testing: 4.233, usercpu_time_millis_training: 51.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -699.8478, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8238, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.8746, scimark_benchmark: 1235.1958, usercpu_time_millis: 58.821, usercpu_time_millis_testing: 5.414, usercpu_time_millis_training: 53.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8411, f_measure: 0.9063, kb_relative_information_score: -1316.4376, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9216, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.9462, scimark_benchmark: 1239.4394, usercpu_time_millis: 47.721, usercpu_time_millis_testing: 3.377, usercpu_time_millis_training: 44.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -712.3757, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8244, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.8732, scimark_benchmark: 1254.0962, usercpu_time_millis: 63.266, usercpu_time_millis_testing: 5.611, usercpu_time_millis_training: 57.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.9248, kappa: 0.2408, kb_relative_information_score: -602.0044, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9276, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7624, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.8432, scimark_benchmark: 1239.6348, usercpu_time_millis: 29.081, usercpu_time_millis_testing: 1.288, usercpu_time_millis_training: 27.793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.846, f_measure: 0.9063, kb_relative_information_score: -1111.156, mean_absolute_error: 0.1102, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9294, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9457, scimark_benchmark: 1234.5108, usercpu_time_millis: 23.431, usercpu_time_millis_testing: 2.355, usercpu_time_millis_training: 21.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8954, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -912.6772, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.85, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.8927, scimark_benchmark: 1245.0621, usercpu_time_millis: 55.079, usercpu_time_millis_testing: 4.036, usercpu_time_millis_training: 51.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.923, kappa: 0.2043, kb_relative_information_score: -647.6835, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7933, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.207, root_relative_squared_error: 0.8513, scimark_benchmark: 1249.3532, usercpu_time_millis: 93.827, usercpu_time_millis_testing: 5.614, usercpu_time_millis_training: 88.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.9088, kappa: 0.0327, kb_relative_information_score: -797.1554, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9166, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8309, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.8788, scimark_benchmark: 1235.5888, usercpu_time_millis: 6.039, usercpu_time_millis_testing: 0.529, usercpu_time_millis_training: 5.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.9063, kb_relative_information_score: -1004.8969, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9329, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.9495, scimark_benchmark: 1240.2313, usercpu_time_millis: 38.875, usercpu_time_millis_testing: 4.155, usercpu_time_millis_training: 34.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8986, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -928.9299, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8579, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.8996, scimark_benchmark: 1237.8848, usercpu_time_millis: 64.681, usercpu_time_millis_testing: 5.763, usercpu_time_millis_training: 58.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.9172, kappa: 0.1364, kb_relative_information_score: -685.9408, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9304, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.8049, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.8575, scimark_benchmark: 1248.2747, usercpu_time_millis: 27.203, usercpu_time_millis_testing: 2.143, usercpu_time_millis_training: 25.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.9216, kappa: 0.187, kb_relative_information_score: -594.3052, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.938, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7833, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.8533, scimark_benchmark: 1243.6431, usercpu_time_millis: 12.038, usercpu_time_millis_testing: 0.913, usercpu_time_millis_training: 11.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.9118, kappa: 0.0669, kb_relative_information_score: -680.6317, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9339, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8175, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.8714, scimark_benchmark: 1254.0767, usercpu_time_millis: 44.93, usercpu_time_millis_testing: 4.024, usercpu_time_millis_training: 40.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.9197, kappa: 0.1661, kb_relative_information_score: -695.8289, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9337, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.8041, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.209, root_relative_squared_error: 0.8592, scimark_benchmark: 1240.4197, usercpu_time_millis: 101.652, usercpu_time_millis_testing: 5.835, usercpu_time_millis_training: 95.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7831, f_measure: 0.9162, kappa: 0.1561, kb_relative_information_score: -1205.4297, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9105, predictive_accuracy: 0.9345, prior_entropy: 0.3411, recall: 0.9345, relative_absolute_error: 0.8307, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.97, scimark_benchmark: 1244.7034, usercpu_time_millis: 1.78, usercpu_time_millis_testing: 0.335, usercpu_time_millis_training: 1.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -649.0653, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7949, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8539, scimark_benchmark: 1245.5465, usercpu_time_millis: 31.653, usercpu_time_millis_testing: 2.134, usercpu_time_millis_training: 29.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9224, kappa: 0.2009, kb_relative_information_score: -572.0827, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7755, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.8463, scimark_benchmark: 1251.4688, usercpu_time_millis: 89.658, usercpu_time_millis_testing: 6.594, usercpu_time_millis_training: 83.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.9276, kappa: 0.2697, kb_relative_information_score: -578.6361, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7571, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.204, root_relative_squared_error: 0.8388, scimark_benchmark: 1236.6773, usercpu_time_millis: 27.669, usercpu_time_millis_testing: 1.706, usercpu_time_millis_training: 25.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.9243, kappa: 0.2211, kb_relative_information_score: -626.681, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9367, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7862, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.8493, scimark_benchmark: 1237.8354, usercpu_time_millis: 149.642, usercpu_time_millis_testing: 8.178, usercpu_time_millis_training: 141.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8219, f_measure: 0.9063, kb_relative_information_score: -981.7055, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.9536, scimark_benchmark: 1244.7416, usercpu_time_millis: 15.305, usercpu_time_millis_testing: 1.586, usercpu_time_millis_training: 13.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -917.3773, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8515, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.8957, scimark_benchmark: 1240.6691, usercpu_time_millis: 16.273, usercpu_time_millis_testing: 1.221, usercpu_time_millis_training: 15.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, f_measure: 0.923, kappa: 0.2043, kb_relative_information_score: -609.1715, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7809, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.8519, scimark_benchmark: 1243.8087, usercpu_time_millis: 11.592, usercpu_time_millis_testing: 0.906, usercpu_time_millis_training: 10.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -920.6782, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8341, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8824, scimark_benchmark: 1235.7063, usercpu_time_millis: 3.92, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 3.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.925, kappa: 0.2302, kb_relative_information_score: -653.294, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9375, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7903, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8525, scimark_benchmark: 1235.904, usercpu_time_millis: 67.39, usercpu_time_millis_testing: 3.064, usercpu_time_millis_training: 64.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.9063, kb_relative_information_score: -995.0056, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.9542, scimark_benchmark: 1248.0046, usercpu_time_millis: 9.176, usercpu_time_millis_testing: 0.875, usercpu_time_millis_training: 8.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, f_measure: 0.9063, kb_relative_information_score: -1226.6393, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.908, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.9356, scimark_benchmark: 1248.9597, usercpu_time_millis: 61.268, usercpu_time_millis_testing: 4.241, usercpu_time_millis_training: 57.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -907.7103, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8492, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.8901, scimark_benchmark: 1238.8942, usercpu_time_millis: 47.61, usercpu_time_millis_testing: 3.676, usercpu_time_millis_training: 43.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.924, kappa: 0.2194, kb_relative_information_score: -582.7928, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7745, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.8479, scimark_benchmark: 1241.5503, usercpu_time_millis: 120.229, usercpu_time_millis_testing: 8.21, usercpu_time_millis_training: 112.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -981.7072, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8611, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.8987, scimark_benchmark: 1243.0316, usercpu_time_millis: 65.668, usercpu_time_millis_testing: 4.387, usercpu_time_millis_training: 61.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.9145, kappa: 0.0992, kb_relative_information_score: -719.1778, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9376, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.8101, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.212, root_relative_squared_error: 0.8715, scimark_benchmark: 1248.1146, usercpu_time_millis: 9.813, usercpu_time_millis_testing: 0.671, usercpu_time_millis_training: 9.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.924, kappa: 0.2194, kb_relative_information_score: -614.1566, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7836, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.8531, scimark_benchmark: 1246.7107, usercpu_time_millis: 75.192, usercpu_time_millis_testing: 4.113, usercpu_time_millis_training: 71.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -726.7969, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8125, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.8702, scimark_benchmark: 1239.5743, usercpu_time_millis: 85.985, usercpu_time_millis_testing: 6.886, usercpu_time_millis_training: 79.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -932.9186, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8473, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.8967, scimark_benchmark: 1237.3369, usercpu_time_millis: 4.155, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 3.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.9268, kappa: 0.2533, kb_relative_information_score: -610.3646, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7777, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.8454, scimark_benchmark: 1248.9253, usercpu_time_millis: 85.585, usercpu_time_millis_testing: 3.887, usercpu_time_millis_training: 81.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.9238, kappa: 0.2136, kb_relative_information_score: -677.0702, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.938, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7935, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8552, scimark_benchmark: 1248.3616, usercpu_time_millis: 47.664, usercpu_time_millis_testing: 1.915, usercpu_time_millis_training: 45.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.9063, kb_relative_information_score: -1230.2332, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9154, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.9396, scimark_benchmark: 1244.7455, usercpu_time_millis: 10.193, usercpu_time_millis_testing: 0.883, usercpu_time_millis_training: 9.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9176, f_measure: 0.9238, kappa: 0.2136, kb_relative_information_score: -637.4491, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.938, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.789, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.8503, scimark_benchmark: 1246.285, usercpu_time_millis: 64.76, usercpu_time_millis_testing: 3.771, usercpu_time_millis_training: 60.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.9127, kappa: 0.0778, kb_relative_information_score: -686.3609, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9354, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8172, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.8683, scimark_benchmark: 1249.3986, usercpu_time_millis: 46.511, usercpu_time_millis_testing: 4.747, usercpu_time_millis_training: 41.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.9145, kappa: 0.0992, kb_relative_information_score: -668.0353, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9376, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.8112, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.8656, scimark_benchmark: 1226.9074, usercpu_time_millis: 44.765, usercpu_time_millis_testing: 3.942, usercpu_time_millis_training: 40.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.9063, kb_relative_information_score: -1088.903, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.895, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.9266, scimark_benchmark: 1238.9389, usercpu_time_millis: 9.916, usercpu_time_millis_testing: 0.922, usercpu_time_millis_training: 8.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1027.6122, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8689, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.9059, scimark_benchmark: 1241.9112, usercpu_time_millis: 73.672, usercpu_time_millis_testing: 4.697, usercpu_time_millis_training: 68.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.9263, kappa: 0.2463, kb_relative_information_score: -611.6338, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7779, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.8439, scimark_benchmark: 1259.9113, usercpu_time_millis: 67.265, usercpu_time_millis_testing: 3.155, usercpu_time_millis_training: 64.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.9214, kappa: 0.1854, kb_relative_information_score: -638.918, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7904, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.8508, scimark_benchmark: 1246.4121, usercpu_time_millis: 62.838, usercpu_time_millis_testing: 3.921, usercpu_time_millis_training: 58.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -880.1565, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8548, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.8968, scimark_benchmark: 1248.1811, usercpu_time_millis: 4.655, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 4.227,
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: 0.8841, f_measure: 0.9063, kb_relative_information_score: -1065.8504, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8828, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.223, root_relative_squared_error: 0.9168, scimark_benchmark: 1243.5281, usercpu_time_millis: 10.224, usercpu_time_millis_testing: 0.952, usercpu_time_millis_training: 9.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -950.3488, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8617, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.8942, scimark_benchmark: 1256.4748, usercpu_time_millis: 35.175, usercpu_time_millis_testing: 3.014, usercpu_time_millis_training: 32.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -833.8368, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.823, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.8766, scimark_benchmark: 1245.9692, usercpu_time_millis: 31.42, usercpu_time_millis_testing: 1.666, usercpu_time_millis_training: 29.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -859.8351, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8325, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.8846, scimark_benchmark: 1244.631, usercpu_time_millis: 78.349, usercpu_time_millis_testing: 4.875, usercpu_time_millis_training: 73.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9096, f_measure: 0.9214, kappa: 0.1854, kb_relative_information_score: -687.629, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.8007, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.8583, scimark_benchmark: 1247.5415, usercpu_time_millis: 16.665, usercpu_time_millis_testing: 0.933, usercpu_time_millis_training: 15.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, f_measure: 0.9063, kb_relative_information_score: -1123.2351, mean_absolute_error: 0.106, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8937, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2249, root_relative_squared_error: 0.9248, scimark_benchmark: 1238.853, usercpu_time_millis: 62.421, usercpu_time_millis_testing: 4.914, usercpu_time_millis_training: 57.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1016.4483, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8639, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.9052, scimark_benchmark: 1240.0061, usercpu_time_millis: 61.023, usercpu_time_millis_testing: 4.86, usercpu_time_millis_training: 56.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -914.7031, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8673, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.219, root_relative_squared_error: 0.9003, scimark_benchmark: 1240.599, usercpu_time_millis: 6.544, usercpu_time_millis_testing: 0.611, usercpu_time_millis_training: 5.933,
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: 0.8918, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1005.1529, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8643, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9027, scimark_benchmark: 1246.361, usercpu_time_millis: 49.96, usercpu_time_millis_testing: 3.389, usercpu_time_millis_training: 46.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8983, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -912.5044, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8432, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.8879, scimark_benchmark: 1231.8075, usercpu_time_millis: 92.984, usercpu_time_millis_testing: 5.806, usercpu_time_millis_training: 87.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.9208, kappa: 0.1773, kb_relative_information_score: -712.8406, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.8063, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.8615, scimark_benchmark: 1245.7452, usercpu_time_millis: 76.486, usercpu_time_millis_testing: 4.432, usercpu_time_millis_training: 72.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8855, f_measure: 0.9063, kb_relative_information_score: -1009.929, mean_absolute_error: 0.1063, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8961, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.9239, scimark_benchmark: 1230.7995, usercpu_time_millis: 37.675, usercpu_time_millis_testing: 3.987, usercpu_time_millis_training: 33.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8211, f_measure: 0.9063, kb_relative_information_score: -776.0276, mean_absolute_error: 0.1132, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9542, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2347, root_relative_squared_error: 0.9648, scimark_benchmark: 1251.9704, usercpu_time_millis: 27.107, usercpu_time_millis_testing: 3.086, usercpu_time_millis_training: 24.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.9127, kappa: 0.0778, kb_relative_information_score: -762.8097, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9354, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8139, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.8678, scimark_benchmark: 1233.3827, usercpu_time_millis: 64.544, usercpu_time_millis_testing: 3.587, usercpu_time_millis_training: 60.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.9149, kappa: 0.1071, kb_relative_information_score: -785.0177, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9297, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8236, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.8649, scimark_benchmark: 1237.8093, usercpu_time_millis: 61.367, usercpu_time_millis_testing: 4.606, usercpu_time_millis_training: 56.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.9082, kappa: 0.0232, kb_relative_information_score: -916.3399, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9415, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.85, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.8906, scimark_benchmark: 1244.9044, usercpu_time_millis: 7.139, usercpu_time_millis_testing: 0.554, usercpu_time_millis_training: 6.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.9115, kappa: 0.0658, kb_relative_information_score: -676.7034, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9271, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8149, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.211, root_relative_squared_error: 0.8676, scimark_benchmark: 1234.8053, usercpu_time_millis: 122.126, usercpu_time_millis_testing: 9.977, usercpu_time_millis_training: 112.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.9224, kappa: 0.2009, kb_relative_information_score: -611.7263, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7773, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8535, scimark_benchmark: 1236.4725, usercpu_time_millis: 39.009, usercpu_time_millis_testing: 2.564, usercpu_time_millis_training: 36.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.9097, kappa: 0.0438, kb_relative_information_score: -751.0138, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9211, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8303, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.8739, scimark_benchmark: 1247.8878, usercpu_time_millis: 30.157, usercpu_time_millis_testing: 2.818, usercpu_time_millis_training: 27.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1072.9004, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8736, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.9115, scimark_benchmark: 1225.2491, usercpu_time_millis: 33.597, usercpu_time_millis_testing: 2.013, usercpu_time_millis_training: 31.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -830.9862, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8428, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.8856, scimark_benchmark: 1237.347, usercpu_time_millis: 28.503, usercpu_time_millis_testing: 2.497, usercpu_time_millis_training: 26.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -831.6544, mean_absolute_error: 0.1011, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.852, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.8912, scimark_benchmark: 1243.8526, usercpu_time_millis: 25.244, usercpu_time_millis_testing: 2.924, usercpu_time_millis_training: 22.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.9122, kappa: 0.0755, kb_relative_information_score: -748.7876, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9243, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8087, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.8658, scimark_benchmark: 1254.4124, usercpu_time_millis: 150.185, usercpu_time_millis_testing: 6.857, usercpu_time_millis_training: 143.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -707.9865, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7992, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.86, scimark_benchmark: 1241.8773, usercpu_time_millis: 7.342, usercpu_time_millis_testing: 0.456, usercpu_time_millis_training: 6.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.9238, kappa: 0.2136, kb_relative_information_score: -623.1888, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.938, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7883, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.8508, scimark_benchmark: 1235.0003, usercpu_time_millis: 76.658, usercpu_time_millis_testing: 5.14, usercpu_time_millis_training: 71.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.9097, kappa: 0.0438, kb_relative_information_score: -638.6181, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9211, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8079, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.8667, scimark_benchmark: 1232.5248, usercpu_time_millis: 75.524, usercpu_time_millis_testing: 6.233, usercpu_time_millis_training: 69.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.9261, kappa: 0.241, kb_relative_information_score: -640.7122, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9401, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7874, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.8498, scimark_benchmark: 1248.0152, usercpu_time_millis: 54.475, usercpu_time_millis_testing: 2.886, usercpu_time_millis_training: 51.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.9149, kappa: 0.1071, kb_relative_information_score: -728.6309, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9297, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8193, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.8661, scimark_benchmark: 1222.0664, usercpu_time_millis: 53.476, usercpu_time_millis_testing: 4.5, usercpu_time_millis_training: 48.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, f_measure: 0.9257, kappa: 0.2427, kb_relative_information_score: -617.8464, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9341, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.783, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.8477, scimark_benchmark: 1235.4093, usercpu_time_millis: 57.21, usercpu_time_millis_testing: 3.355, usercpu_time_millis_training: 53.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.925, kappa: 0.2302, kb_relative_information_score: -609.4173, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9375, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7849, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.8503, scimark_benchmark: 1237.0949, usercpu_time_millis: 124.906, usercpu_time_millis_testing: 7.471, usercpu_time_millis_training: 117.435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.9063, kb_relative_information_score: -1069.7014, mean_absolute_error: 0.1046, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8822, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2226, root_relative_squared_error: 0.9151, scimark_benchmark: 1221.2047, usercpu_time_millis: 45.986, usercpu_time_millis_testing: 3.445, usercpu_time_millis_training: 42.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.9063, kb_relative_information_score: -889.9198, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8743, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.9066, scimark_benchmark: 1245.4798, usercpu_time_millis: 45.02, usercpu_time_millis_testing: 4.725, usercpu_time_millis_training: 40.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.9063, kb_relative_information_score: -1199.602, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9041, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.9337, scimark_benchmark: 1235.4818, usercpu_time_millis: 13.621, usercpu_time_millis_testing: 0.92, usercpu_time_millis_training: 12.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, f_measure: 0.9063, kb_relative_information_score: -998.4627, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9108, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.9323, scimark_benchmark: 1242.6238, usercpu_time_millis: 30.217, usercpu_time_millis_testing: 2.916, usercpu_time_millis_training: 27.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9076, f_measure: 0.9183, kappa: 0.1479, kb_relative_information_score: -728.7724, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9345, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.864, scimark_benchmark: 1255.2357, usercpu_time_millis: 152.477, usercpu_time_millis_testing: 6.321, usercpu_time_millis_training: 146.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9132, f_measure: 0.9115, kappa: 0.0658, kb_relative_information_score: -646.222, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9271, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8057, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.865, scimark_benchmark: 1238.0861, usercpu_time_millis: 24.747, usercpu_time_millis_testing: 2.393, usercpu_time_millis_training: 22.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.9063, kb_relative_information_score: -1005.7237, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9383, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.9534, scimark_benchmark: 1240.3005, usercpu_time_millis: 12.107, usercpu_time_millis_testing: 1.711, usercpu_time_millis_training: 10.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -792.2901, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8368, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.8801, scimark_benchmark: 1255.1248, usercpu_time_millis: 62.299, usercpu_time_millis_testing: 5.557, usercpu_time_millis_training: 56.742,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs