OpenML
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 9978 Supervised Classification ozone-level-8hr 94952 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_73 study_98 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8843, f_measure: 0.9159, kappa: 0.1447, kb_relative_information_score: -754.3709, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9117, predictive_accuracy: 0.9357, prior_entropy: 0.3411, recall: 0.9357, relative_absolute_error: 0.7857, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.9254, kappa: 0.2443, kb_relative_information_score: -672.8863, mean_absolute_error: 0.0916, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9298, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7726, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9076, f_measure: 0.92, kappa: 0.1775, kb_relative_information_score: -647.0954, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9259, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.7584, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.8583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -1137.5877, mean_absolute_error: 0.1056, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.89, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.224, root_relative_squared_error: 0.9209, scimark_benchmark: 1284.0737, usercpu_time_millis: 64.533, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 64.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -1494.3304, mean_absolute_error: 0.1275, 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: 1.0753, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.9351, scimark_benchmark: 1247.534, usercpu_time_millis: 156.469, usercpu_time_millis_testing: 1.209, usercpu_time_millis_training: 155.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8863, f_measure: 0.9118, kappa: 0.0732, kb_relative_information_score: -880.336, mean_absolute_error: 0.0987, 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: 0.8319, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.8918, scimark_benchmark: 1272.9281, usercpu_time_millis: 38.569, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 38.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.795, f_measure: 0.9063, kb_relative_information_score: -362.2475, 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: 0.9977, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2414, root_relative_squared_error: 0.9924, scimark_benchmark: 1275.6743, usercpu_time_millis: 242.764, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 242.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.9305, kappa: 0.3323, kb_relative_information_score: -370.6477, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9278, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.7172, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.8605, scimark_benchmark: 1278.4195, usercpu_time_millis: 331.321, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 331.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8204, f_measure: 0.9063, kb_relative_information_score: -5621.8319, mean_absolute_error: 0.1648, 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: 1.3894, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2447, root_relative_squared_error: 1.006, scimark_benchmark: 1248.736, usercpu_time_millis: 162.552, usercpu_time_millis_testing: 1.042, usercpu_time_millis_training: 161.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.9111, kappa: 0.057, kb_relative_information_score: -875.2627, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9426, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.9231, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.8836, scimark_benchmark: 1245.3746, usercpu_time_millis: 72.093, usercpu_time_millis_testing: 0.447, usercpu_time_millis_training: 71.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.9239, kappa: 0.227, kb_relative_information_score: -596.2608, mean_absolute_error: 0.0914, 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: 0.7705, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.211, root_relative_squared_error: 0.8675, scimark_benchmark: 1254.3178, usercpu_time_millis: 464.134, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 464.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, f_measure: 0.9102, kappa: 0.0528, kb_relative_information_score: -880.2064, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9144, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8475, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.8987, scimark_benchmark: 1250.3356, usercpu_time_millis: 184.482, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 184.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.9221, kappa: 0.2036, kb_relative_information_score: -588.1427, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9276, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.7735, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.9211, kappa: 0.1884, kb_relative_information_score: -608.7008, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9286, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.7755, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.8613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9208, kappa: 0.1822, kb_relative_information_score: -595.9638, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9312, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7569, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.8503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.9161, kappa: 0.125, kb_relative_information_score: -682.7029, mean_absolute_error: 0.0918, 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: 0.7742, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.93, kappa: 0.3164, kb_relative_information_score: -421.3122, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9287, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.8559, scimark_benchmark: 1284.1724, usercpu_time_millis: 100.097, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 100.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.9145, kappa: 0.0992, kb_relative_information_score: -704.6294, mean_absolute_error: 0.0934, 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: 0.7875, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.8628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.9226, kappa: 0.2109, kb_relative_information_score: -694.8214, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9273, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.8698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.9242, kappa: 0.225, kb_relative_information_score: -574.0613, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9324, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7709, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.8532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8903, f_measure: 0.9118, kappa: 0.0732, kb_relative_information_score: -853.6863, mean_absolute_error: 0.0982, 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: 0.8276, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.216, root_relative_squared_error: 0.888, scimark_benchmark: 1249.8305, usercpu_time_millis: 231.106, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 231.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.9157, kappa: 0.1175, kb_relative_information_score: -653.2838, mean_absolute_error: 0.1017, 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: 0.8576, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.8719, scimark_benchmark: 1280.3428, usercpu_time_millis: 528.827, usercpu_time_millis_testing: 2.563, usercpu_time_millis_training: 526.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: -19324.0716, mean_absolute_error: 0.5, 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: 4.2155, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.5, root_relative_squared_error: 2.0558, scimark_benchmark: 1250.1714, usercpu_time_millis: 51.728, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 51.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8812, f_measure: 0.9109, kappa: 0.0626, kb_relative_information_score: -919.8116, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9141, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.855, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.9131, scimark_benchmark: 1276.8861, usercpu_time_millis: 116.558, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 116.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.9115, kappa: 0.0658, kb_relative_information_score: -708.8133, mean_absolute_error: 0.0951, 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: 0.8015, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.8697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, f_measure: 0.9294, kappa: 0.3127, kb_relative_information_score: -325.4508, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9275, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.7369, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.8914, scimark_benchmark: 1278.0661, usercpu_time_millis: 114.855, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 114.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.9263, kappa: 0.2577, kb_relative_information_score: -631.1002, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9293, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7748, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.8741, scimark_benchmark: 1246.4535, usercpu_time_millis: 21.724, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 21.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8151, f_measure: 0.9063, kb_relative_information_score: -1018.6581, 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: 0.9404, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.9529, scimark_benchmark: 1269.9747, usercpu_time_millis: 74.464, usercpu_time_millis_testing: 0.251, usercpu_time_millis_training: 74.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.93, kappa: 0.3445, kb_relative_information_score: -366.868, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.7127, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.883, scimark_benchmark: 1241.3597, usercpu_time_millis: 256.427, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 256.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8546, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -1180.1188, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8863, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.923, scimark_benchmark: 1245.0236, usercpu_time_millis: 41.103, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 41.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.9312, kappa: 0.3575, kb_relative_information_score: -356.3228, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9275, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.7124, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.216, root_relative_squared_error: 0.8882, scimark_benchmark: 1268.9036, usercpu_time_millis: 266.623, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 266.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.9149, kappa: 0.1071, kb_relative_information_score: -709.3616, mean_absolute_error: 0.0926, 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: 0.7809, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.9242, kappa: 0.225, kb_relative_information_score: -567.3048, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9324, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7553, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.8482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9101, f_measure: 0.9237, kappa: 0.2176, kb_relative_information_score: -620.1354, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7729, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.8532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.9251, kappa: 0.2426, kb_relative_information_score: -551.4778, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9286, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7612, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.8651, scimark_benchmark: 1274.7987, usercpu_time_millis: 269.296, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 269.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8309, f_measure: 0.9063, kb_relative_information_score: -2769.1396, mean_absolute_error: 0.142, 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: 1.1968, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.9628, scimark_benchmark: 1244.7648, usercpu_time_millis: 22.585, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 22.453,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.9167, kappa: 0.1336, kb_relative_information_score: -623.8887, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9253, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.7826, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8635,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.9063, kb_relative_information_score: -6489.3421, mean_absolute_error: 0.1744, 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: 1.4705, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2492, root_relative_squared_error: 1.0245, scimark_benchmark: 1277.2001, usercpu_time_millis: 254.655, usercpu_time_millis_testing: 0.843, usercpu_time_millis_training: 253.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5229, f_measure: 0.9063, kb_relative_information_score: -19278.571, mean_absolute_error: 0.4979, 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: 4.1976, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.4979, root_relative_squared_error: 2.0471, scimark_benchmark: 1241.7873, usercpu_time_millis: 348.353, usercpu_time_millis_testing: 1.126, usercpu_time_millis_training: 347.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8922, f_measure: 0.9118, kappa: 0.0732, kb_relative_information_score: -821.6691, mean_absolute_error: 0.0971, 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: 0.8186, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.8844, scimark_benchmark: 1241.756, usercpu_time_millis: 258.273, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 258.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.9259, kappa: 0.2916, kb_relative_information_score: -377.6257, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9215, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.7378, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.8949, scimark_benchmark: 1244.7234, usercpu_time_millis: 160.695, usercpu_time_millis_testing: 0.497, usercpu_time_millis_training: 160.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.9191, kappa: 0.1578, kb_relative_information_score: -653.5218, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9355, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7716, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.912, kappa: 0.0744, kb_relative_information_score: -936.9209, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9202, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8392, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.8985, scimark_benchmark: 1233.9455, usercpu_time_millis: 27.524, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 27.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.9335, kappa: 0.3805, kb_relative_information_score: -313.0746, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9303, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.7054, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.8761, scimark_benchmark: 1259.8289, usercpu_time_millis: 160.189, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 160.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.9282, kappa: 0.2916, kb_relative_information_score: -263.855, mean_absolute_error: 0.0871, 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: 0.7344, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.211, root_relative_squared_error: 0.8675, scimark_benchmark: 1262.3273, usercpu_time_millis: 193.009, usercpu_time_millis_testing: 1.056, usercpu_time_millis_training: 191.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.9284, kappa: 0.323, kb_relative_information_score: -358.4129, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9244, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.7127, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.8696, scimark_benchmark: 1260.0208, usercpu_time_millis: 263.254, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 263.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9238, f_measure: 0.9357, kappa: 0.3809, kb_relative_information_score: 116.8603, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9351, predictive_accuracy: 0.9455, prior_entropy: 0.3411, recall: 0.9455, relative_absolute_error: 0.6469, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.8402, scimark_benchmark: 1243.9871, usercpu_time_millis: 673.69, usercpu_time_millis_testing: 2.725, usercpu_time_millis_training: 670.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8682, f_measure: 0.9113, kappa: 0.0647, kb_relative_information_score: -1047.2643, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9218, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8539, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.9072, scimark_benchmark: 1268.8952, usercpu_time_millis: 180.051, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 180.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.9278, kappa: 0.2856, kb_relative_information_score: -459.4634, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9275, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.8555, scimark_benchmark: 1241.816, usercpu_time_millis: 211.684, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 211.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8187, f_measure: 0.9063, kb_relative_information_score: -3252.958, mean_absolute_error: 0.142, 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: 1.1969, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.9968, scimark_benchmark: 1243.3155, usercpu_time_millis: 73.74, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 73.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.9063, kb_relative_information_score: -2875.367, mean_absolute_error: 0.1387, 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: 1.1697, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.243, root_relative_squared_error: 0.999, scimark_benchmark: 1264.2573, usercpu_time_millis: 332.177, usercpu_time_millis_testing: 1.19, usercpu_time_millis_training: 330.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8554, kb_relative_information_score: -1138.3561, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, 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: 0.2244, root_relative_squared_error: 0.9227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, kb_relative_information_score: 63.3879, mean_absolute_error: 0.1131, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9531, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2433, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.9297, kappa: 0.3427, kb_relative_information_score: -352.4327, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9258, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.7121, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.216, root_relative_squared_error: 0.8883, scimark_benchmark: 1265.0492, usercpu_time_millis: 374.691, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 374.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: -19324.0716, mean_absolute_error: 0.5, 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: 4.2155, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.5, root_relative_squared_error: 2.0558, scimark_benchmark: 1270.1038, usercpu_time_millis: 37.012, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 36.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.9332, kappa: 0.376, kb_relative_information_score: -323.4182, mean_absolute_error: 0.0838, 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: 0.7069, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.8777, scimark_benchmark: 1274.5109, usercpu_time_millis: 176.911, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 176.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, f_measure: 0.9063, kb_relative_information_score: -4520.1959, mean_absolute_error: 0.1583, 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: 1.3345, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.97, scimark_benchmark: 1274.0526, usercpu_time_millis: 178.8, usercpu_time_millis_testing: 1.151, usercpu_time_millis_training: 177.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7402, f_measure: 0.9063, kb_relative_information_score: -1138.7831, mean_absolute_error: 0.1259, 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: 1.0611, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.9872, scimark_benchmark: 1269.206, usercpu_time_millis: 189.479, usercpu_time_millis_testing: 0.525, usercpu_time_millis_training: 188.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4817, f_measure: 0.6221, kappa: -0.0088, kb_relative_information_score: -12480.6924, mean_absolute_error: 0.4961, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8774, predictive_accuracy: 0.5039, prior_entropy: 0.3411, recall: 0.5039, relative_absolute_error: 4.1822, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.7043, root_relative_squared_error: 2.8958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8512, f_measure: 0.9063, kb_relative_information_score: -1108.0924, 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: 0.9336, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.9453, scimark_benchmark: 1245.386, usercpu_time_millis: 329.283, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 329.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: -19324.0716, mean_absolute_error: 0.5, 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: 4.2155, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.5, root_relative_squared_error: 2.0558, scimark_benchmark: 1269.3317, usercpu_time_millis: 204.085, usercpu_time_millis_testing: 0.728, usercpu_time_millis_training: 203.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9045, f_measure: 0.9303, kappa: 0.3219, kb_relative_information_score: -460.3991, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9288, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7373, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8634, scimark_benchmark: 1273.993, usercpu_time_millis: 212.131, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 212.086,

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