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: 0.8818, f_measure: 0.9161, kappa: 0.125, kb_relative_information_score: -851.5533, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9263, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.889, scimark_benchmark: 1842.7105, usercpu_time_millis: 38.269, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 38.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.9326, kappa: 0.3722, kb_relative_information_score: -321.0885, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9293, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.7077, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.8737, scimark_benchmark: 1727.0095, usercpu_time_millis: 49.028, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 49.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, f_measure: 0.9165, kappa: 0.1323, kb_relative_information_score: -809.0603, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9231, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8078, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.8853, scimark_benchmark: 1714.7898, usercpu_time_millis: 43.295, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 43.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.9342, kappa: 0.3764, kb_relative_information_score: 166.6012, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9317, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.6223, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.209, root_relative_squared_error: 0.8592, scimark_benchmark: 1816.2185, usercpu_time_millis: 96.529, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 96.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.9332, kappa: 0.376, kb_relative_information_score: 382.4499, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.93, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.5699, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.8793, scimark_benchmark: 1762.6354, usercpu_time_millis: 100.814, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 100.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.9363, kappa: 0.3823, kb_relative_information_score: 159.0055, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9369, predictive_accuracy: 0.9467, prior_entropy: 0.3411, recall: 0.9467, relative_absolute_error: 0.6341, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2024, root_relative_squared_error: 0.8321, scimark_benchmark: 1728.4686, usercpu_time_millis: 147.232, usercpu_time_millis_testing: 0.727, usercpu_time_millis_training: 146.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.9063, kb_relative_information_score: -933.2419, 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: 0.224, root_relative_squared_error: 0.9209, scimark_benchmark: 1774.7526, usercpu_time_millis: 67.067, usercpu_time_millis_testing: 0.525, usercpu_time_millis_training: 66.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6981, f_measure: 0.9063, kb_relative_information_score: -5724.8674, mean_absolute_error: 0.1655, 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: 1.3955, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2483, root_relative_squared_error: 1.021, scimark_benchmark: 1724.4096, usercpu_time_millis: 51.56, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 51.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.9234, kappa: 0.2159, kb_relative_information_score: -442.7956, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7993, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.8558, scimark_benchmark: 1738.5935, usercpu_time_millis: 64.565, usercpu_time_millis_testing: 0.525, usercpu_time_millis_training: 64.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.9156, kappa: 0.2772, kb_relative_information_score: -448.2879, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9145, predictive_accuracy: 0.9167, prior_entropy: 0.3411, recall: 0.9167, relative_absolute_error: 0.75, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2609, root_relative_squared_error: 1.0729, scimark_benchmark: 1815.8571, usercpu_time_millis: 55.978, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 55.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8646, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -1010.7645, mean_absolute_error: 0.106, 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: 0.8937, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.9303, scimark_benchmark: 1847.8629, usercpu_time_millis: 275.574, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 275.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, f_measure: 0.9218, kappa: 0.2507, kb_relative_information_score: -378.2855, mean_absolute_error: 0.088, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9163, predictive_accuracy: 0.9333, prior_entropy: 0.3411, recall: 0.9333, relative_absolute_error: 0.742, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.947, scimark_benchmark: 1783.4073, usercpu_time_millis: 63.989, usercpu_time_millis_testing: 0.211, usercpu_time_millis_training: 63.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8575, f_measure: 0.9063, kb_relative_information_score: -1002.7779, 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: 0.9176, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.9418, scimark_benchmark: 1754.0723, usercpu_time_millis: 232.194, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 232.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8424, f_measure: 0.9063, kb_relative_information_score: -718.8356, mean_absolute_error: 0.1138, 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: 0.9597, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.9659, scimark_benchmark: 1733.2433, usercpu_time_millis: 71.387, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 71.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.9239, kappa: 0.227, kb_relative_information_score: -582.1271, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9279, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7675, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.8663, scimark_benchmark: 1728.4686, usercpu_time_millis: 161.342, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 161.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.9163, kappa: 0.1366, kb_relative_information_score: -687.5981, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9177, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.7962, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.8779, scimark_benchmark: 1768.8507, usercpu_time_millis: 124.385, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 124.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8538, f_measure: 0.9288, kappa: 0.3491, kb_relative_information_score: 139.4621, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9249, predictive_accuracy: 0.9349, prior_entropy: 0.3411, recall: 0.9349, relative_absolute_error: 0.6102, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2337, root_relative_squared_error: 0.9607, scimark_benchmark: 1703.118, usercpu_time_millis: 92.08, usercpu_time_millis_testing: 0.334, usercpu_time_millis_training: 91.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.9183, kappa: 0.1479, kb_relative_information_score: -457.0923, mean_absolute_error: 0.0945, 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: 0.7971, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.8651, scimark_benchmark: 1076.6687, usercpu_time_millis: 180.717, usercpu_time_millis_testing: 0.652, usercpu_time_millis_training: 180.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8107, f_measure: 0.9063, kb_relative_information_score: -430.0907, mean_absolute_error: 0.1168, 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: 0.985, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.9878, scimark_benchmark: 1750.3797, usercpu_time_millis: 312.308, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 312.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8138, f_measure: 0.9063, kb_relative_information_score: -667.232, mean_absolute_error: 0.1157, 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: 0.9756, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2383, root_relative_squared_error: 0.9799, scimark_benchmark: 1042.3885, usercpu_time_millis: 273.047, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 273.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.9063, kb_relative_information_score: -1005.582, 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: 0.9107, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.9379, scimark_benchmark: 1065.2542, usercpu_time_millis: 341.465, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 341.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1845.208, usercpu_time_millis: 0.576, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1857.5664, usercpu_time_millis: 0.567, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1766.995, usercpu_time_millis: 0.648, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1772.6663, usercpu_time_millis: 0.563, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1727.4808, usercpu_time_millis: 0.604, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1853.454, usercpu_time_millis: 0.618, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1807.6826, usercpu_time_millis: 0.556, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 0.6, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1758.3449, usercpu_time_millis: 0.615, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1749.5007, usercpu_time_millis: 0.647, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1738.7921, usercpu_time_millis: 0.598, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1778.3305, usercpu_time_millis: 0.63, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1779.244, usercpu_time_millis: 0.605, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.556,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7702, f_measure: 0.9201, kappa: 0.2628, kb_relative_information_score: -168.3324, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9146, predictive_accuracy: 0.9278, prior_entropy: 0.3411, recall: 0.9278, relative_absolute_error: 0.8028, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2454, root_relative_squared_error: 1.0092, scimark_benchmark: 1791.3018, usercpu_time_millis: 0.847, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.789,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1083.6727, usercpu_time_millis: 0.965, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5383, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -68.0434, mean_absolute_error: 0.1162, 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: 0.9799, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2423, root_relative_squared_error: 0.9961, scimark_benchmark: 1850.8185, usercpu_time_millis: 0.691, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.642,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1844.677, usercpu_time_millis: 0.603, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.551,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5859, f_measure: 0.9118, kappa: 0.0732, kb_relative_information_score: -126.7678, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9169, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.9482, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.9857, scimark_benchmark: 1777.7845, usercpu_time_millis: 0.729, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1789.5482, usercpu_time_millis: 0.645, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1072.7318, usercpu_time_millis: 0.957, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 0.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.9063, kb_relative_information_score: 3.4436, mean_absolute_error: 0.1183, 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: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 2063.6426, usercpu_time_millis: 0.557, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.511,

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