OpenML
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: 0.8886, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1057.4149, 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: 0.8741, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.9116, scimark_benchmark: 1259.0201, usercpu_time_millis: 37.889, usercpu_time_millis_testing: 2.399, usercpu_time_millis_training: 35.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -781.1088, mean_absolute_error: 0.098, 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: 0.8261, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.8736, scimark_benchmark: 1257.7537, usercpu_time_millis: 28.567, usercpu_time_millis_testing: 2.153, usercpu_time_millis_training: 26.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.9063, kb_relative_information_score: -810.5718, mean_absolute_error: 0.1021, 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: 0.8612, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.8967, scimark_benchmark: 1254.3207, usercpu_time_millis: 31.466, usercpu_time_millis_testing: 3.078, usercpu_time_millis_training: 28.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.9211, kappa: 0.1838, kb_relative_information_score: -648.47, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9333, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7904, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.8589, scimark_benchmark: 1276.6611, usercpu_time_millis: 40.802, usercpu_time_millis_testing: 2.118, usercpu_time_millis_training: 38.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8494, f_measure: 0.9063, kb_relative_information_score: -1208.9839, 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: 0.9172, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.9411, scimark_benchmark: 1241.698, usercpu_time_millis: 13.759, usercpu_time_millis_testing: 1.144, usercpu_time_millis_training: 12.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -759.1326, 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: 0.8322, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.8763, scimark_benchmark: 1271.5821, usercpu_time_millis: 29.874, usercpu_time_millis_testing: 2.514, usercpu_time_millis_training: 27.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.9258, kappa: 0.2392, kb_relative_information_score: -664.9313, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9383, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7903, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8522, scimark_benchmark: 1233.4253, usercpu_time_millis: 90.732, usercpu_time_millis_testing: 3.937, usercpu_time_millis_training: 86.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8403, f_measure: 0.9063, kb_relative_information_score: -1214.1096, 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: 0.9171, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.9418, scimark_benchmark: 1246.0835, usercpu_time_millis: 24.348, usercpu_time_millis_testing: 2.423, usercpu_time_millis_training: 21.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: 2.1164, mean_absolute_error: 0.1184, 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: 0.9982, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1271.0288, usercpu_time_millis: 21.338, usercpu_time_millis_testing: 1.932, usercpu_time_millis_training: 19.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.9186, kappa: 0.1493, kb_relative_information_score: -646.4723, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9378, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7977, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.8564, scimark_benchmark: 1268.6056, usercpu_time_millis: 63.755, usercpu_time_millis_testing: 4.122, usercpu_time_millis_training: 59.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -775.6302, mean_absolute_error: 0.096, 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: 0.8091, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.8733, scimark_benchmark: 1270.4516, usercpu_time_millis: 15.331, usercpu_time_millis_testing: 0.923, usercpu_time_millis_training: 14.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -748.1543, mean_absolute_error: 0.0971, 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: 0.8189, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.212, root_relative_squared_error: 0.8717, scimark_benchmark: 1259.1628, usercpu_time_millis: 76.094, usercpu_time_millis_testing: 5.119, usercpu_time_millis_training: 70.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1059.2123, mean_absolute_error: 0.1035, 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: 0.8724, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.9073, scimark_benchmark: 1270.5811, usercpu_time_millis: 5.84, usercpu_time_millis_testing: 0.456, usercpu_time_millis_training: 5.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.9063, kb_relative_information_score: -884.6216, mean_absolute_error: 0.1024, 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: 0.8632, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.8999, scimark_benchmark: 1265.4596, usercpu_time_millis: 61.571, usercpu_time_millis_testing: 4.943, usercpu_time_millis_training: 56.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.9243, kappa: 0.2211, kb_relative_information_score: -655.2685, mean_absolute_error: 0.0938, 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: 0.791, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.8503, scimark_benchmark: 1259.4905, usercpu_time_millis: 57.987, usercpu_time_millis_testing: 3.588, usercpu_time_millis_training: 54.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.9149, kappa: 0.1071, kb_relative_information_score: -769.9164, mean_absolute_error: 0.098, 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: 0.8259, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.868, scimark_benchmark: 1255.0982, usercpu_time_millis: 57.226, usercpu_time_millis_testing: 5.076, usercpu_time_millis_training: 52.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.9267, kappa: 0.2565, kb_relative_information_score: -610.2043, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7748, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.8462, scimark_benchmark: 1252.7105, usercpu_time_millis: 34.401, usercpu_time_millis_testing: 1.635, usercpu_time_millis_training: 32.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -628.5121, mean_absolute_error: 0.0937, 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: 0.7903, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.8527, scimark_benchmark: 1266.7437, usercpu_time_millis: 42.305, usercpu_time_millis_testing: 3.085, usercpu_time_millis_training: 39.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8858, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1066.7757, mean_absolute_error: 0.1045, 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: 0.881, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.9157, scimark_benchmark: 1258.7903, usercpu_time_millis: 35.859, usercpu_time_millis_testing: 2.31, usercpu_time_millis_training: 33.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.9063, kb_relative_information_score: -903.8998, mean_absolute_error: 0.1034, 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: 0.8717, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.9062, scimark_benchmark: 1268.9594, usercpu_time_millis: 27.136, usercpu_time_millis_testing: 2.379, usercpu_time_millis_training: 24.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.9277, kappa: 0.2669, kb_relative_information_score: -615.0505, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9351, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7772, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.8438, scimark_benchmark: 1241.2548, usercpu_time_millis: 154.079, usercpu_time_millis_testing: 7.656, usercpu_time_millis_training: 146.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8514, f_measure: 0.9063, kb_relative_information_score: -1117.8097, mean_absolute_error: 0.1101, 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: 0.9285, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.9482, scimark_benchmark: 1252.0818, usercpu_time_millis: 20.398, usercpu_time_millis_testing: 2.187, usercpu_time_millis_training: 18.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9096, f_measure: 0.9149, kappa: 0.1071, kb_relative_information_score: -728.0886, mean_absolute_error: 0.0969, 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: 0.8167, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.8657, scimark_benchmark: 1268.7763, usercpu_time_millis: 17.941, usercpu_time_millis_testing: 1.507, usercpu_time_millis_training: 16.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.9063, kb_relative_information_score: -1053.9954, mean_absolute_error: 0.1074, 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: 0.9053, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.9286, scimark_benchmark: 1258.3319, usercpu_time_millis: 11.525, usercpu_time_millis_testing: 1.209, usercpu_time_millis_training: 10.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -818.8133, mean_absolute_error: 0.1021, 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: 0.8604, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.8991, scimark_benchmark: 1262.9566, usercpu_time_millis: 11.481, usercpu_time_millis_testing: 0.999, usercpu_time_millis_training: 10.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8379, f_measure: 0.9063, kb_relative_information_score: -1037.7408, mean_absolute_error: 0.1121, 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: 0.9453, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2336, root_relative_squared_error: 0.9604, scimark_benchmark: 1268.4729, usercpu_time_millis: 7.338, usercpu_time_millis_testing: 0.746, usercpu_time_millis_training: 6.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.9124, kappa: 0.0766, kb_relative_information_score: -762.7775, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9292, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.817, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.8763, scimark_benchmark: 1272.8602, usercpu_time_millis: 6.597, usercpu_time_millis_testing: 0.58, usercpu_time_millis_training: 6.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.924, kappa: 0.2194, kb_relative_information_score: -573.9043, mean_absolute_error: 0.0914, 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: 0.7706, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.8451, scimark_benchmark: 1185.9094, usercpu_time_millis: 99.362, usercpu_time_millis_testing: 6.402, usercpu_time_millis_training: 92.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.9261, kappa: 0.241, kb_relative_information_score: -643.9941, mean_absolute_error: 0.0932, 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: 0.7856, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2059, root_relative_squared_error: 0.8465, scimark_benchmark: 1226.8048, usercpu_time_millis: 106.087, usercpu_time_millis_testing: 5.581, usercpu_time_millis_training: 100.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.9214, kappa: 0.1854, kb_relative_information_score: -659.7113, mean_absolute_error: 0.0948, 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: 0.7991, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.855, scimark_benchmark: 1244.8392, usercpu_time_millis: 101.773, usercpu_time_millis_testing: 6.119, usercpu_time_millis_training: 95.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.9216, kappa: 0.187, kb_relative_information_score: -685.8737, mean_absolute_error: 0.0949, 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: 0.8003, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8571, scimark_benchmark: 1254.9626, usercpu_time_millis: 91.17, usercpu_time_millis_testing: 4.548, usercpu_time_millis_training: 86.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9161, f_measure: 0.9224, kappa: 0.2009, kb_relative_information_score: -583.935, mean_absolute_error: 0.0928, 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: 0.7824, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.207, root_relative_squared_error: 0.851, scimark_benchmark: 1266.8268, usercpu_time_millis: 73.791, usercpu_time_millis_testing: 6.384, usercpu_time_millis_training: 67.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.9183, kappa: 0.1479, kb_relative_information_score: -693.4031, mean_absolute_error: 0.096, 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: 0.8094, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.8611, scimark_benchmark: 1270.1348, usercpu_time_millis: 63.878, usercpu_time_millis_testing: 5.072, usercpu_time_millis_training: 58.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.9142, kappa: 0.0979, kb_relative_information_score: -714.2771, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9324, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8095, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.8638, scimark_benchmark: 1268.4625, usercpu_time_millis: 53.683, usercpu_time_millis_testing: 4.285, usercpu_time_millis_training: 49.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -941.1735, mean_absolute_error: 0.1013, 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: 0.8543, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.8951, scimark_benchmark: 1256.0188, usercpu_time_millis: 37.998, usercpu_time_millis_testing: 2.696, usercpu_time_millis_training: 35.302,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.9063, kb_relative_information_score: -4.122, mean_absolute_error: 0.1184, 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: 0.9981, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1714.7898, usercpu_time_millis: 1.444, usercpu_time_millis_testing: 0.211, usercpu_time_millis_training: 1.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9063, kb_relative_information_score: 5.2339, 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: 0.9961, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1073.1204, usercpu_time_millis: 1.032, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 0.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9048, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -782.1975, mean_absolute_error: 0.0983, 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: 0.8288, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.8749, scimark_benchmark: 1730.9072, usercpu_time_millis: 4.703, usercpu_time_millis_testing: 0.403, usercpu_time_millis_training: 4.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -959.6084, mean_absolute_error: 0.0992, 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: 0.8361, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.8857, scimark_benchmark: 1729.479, usercpu_time_millis: 6.735, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 6.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.9063, kb_relative_information_score: 4.6136, mean_absolute_error: 0.1181, 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: 0.9955, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1724.6106, usercpu_time_millis: 0.914, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 0.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: -762.3133, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9365, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.792, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8568, scimark_benchmark: 1243.1421, usercpu_time_millis: 152.177, usercpu_time_millis_testing: 3.09, usercpu_time_millis_training: 149.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8892, f_measure: 0.9118, kappa: 0.0669, kb_relative_information_score: -990.8401, mean_absolute_error: 0.0995, 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: 0.8385, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8824, scimark_benchmark: 1136.5364, usercpu_time_millis: 63.091, usercpu_time_millis_testing: 1.24, usercpu_time_millis_training: 61.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8863, f_measure: 0.9095, kappa: 0.0428, kb_relative_information_score: -967.4962, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9151, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8231, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.8936, scimark_benchmark: 1084.7469, usercpu_time_millis: 60.25, usercpu_time_millis_testing: 0.865, usercpu_time_millis_training: 59.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.9253, kappa: 0.2356, kb_relative_information_score: -703.877, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9348, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7877, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.8521, scimark_benchmark: 1083.3929, usercpu_time_millis: 61.922, usercpu_time_millis_testing: 2.657, usercpu_time_millis_training: 59.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.9063, kb_relative_information_score: -1484.5129, mean_absolute_error: 0.1092, 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: 0.9204, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.9463, scimark_benchmark: 1731.7586, usercpu_time_millis: 63.051, usercpu_time_millis_testing: 1.045, usercpu_time_millis_training: 62.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.9164, kappa: 0.1263, kb_relative_information_score: -902.1689, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.83, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.8752, scimark_benchmark: 1243.005, usercpu_time_millis: 48.228, usercpu_time_millis_testing: 1.43, usercpu_time_millis_training: 46.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.892, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -991.6709, 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: 0.8427, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.8892, scimark_benchmark: 1235.1741, usercpu_time_millis: 43.689, usercpu_time_millis_testing: 1.239, usercpu_time_millis_training: 42.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.9263, kappa: 0.2463, kb_relative_information_score: -786.8535, mean_absolute_error: 0.0943, 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: 0.795, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.8591, scimark_benchmark: 1100.7466, usercpu_time_millis: 50.829, usercpu_time_millis_testing: 0.921, usercpu_time_millis_training: 49.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8924, f_measure: 0.9237, kappa: 0.2176, kb_relative_information_score: -842.1886, mean_absolute_error: 0.0951, 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: 0.8018, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.8664, scimark_benchmark: 1078.8211, usercpu_time_millis: 38.695, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 38.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8833, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -1078.8663, mean_absolute_error: 0.1005, 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: 0.8474, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.8974, scimark_benchmark: 1078.511, usercpu_time_millis: 37.965, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 37.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8253, f_measure: 0.9063, kb_relative_information_score: -1565.9629, mean_absolute_error: 0.1094, 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: 0.9222, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.231, root_relative_squared_error: 0.95, scimark_benchmark: 1852.0126, usercpu_time_millis: 54.802, usercpu_time_millis_testing: 0.875, usercpu_time_millis_training: 53.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.9175, kappa: 0.1378, kb_relative_information_score: -790.5475, mean_absolute_error: 0.0974, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.8211, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.211, root_relative_squared_error: 0.8675, scimark_benchmark: 1475.9314, usercpu_time_millis: 36.18, usercpu_time_millis_testing: 2.433, usercpu_time_millis_training: 33.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.9265, kappa: 0.2515, kb_relative_information_score: -773.4064, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7924, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.86, scimark_benchmark: 1732.2161, usercpu_time_millis: 45.668, usercpu_time_millis_testing: 0.697, usercpu_time_millis_training: 44.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.9263, kappa: 0.2463, kb_relative_information_score: -612.9689, mean_absolute_error: 0.092, 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: 0.7757, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.8481, scimark_benchmark: 1250.8171, usercpu_time_millis: 26.786, usercpu_time_millis_testing: 1.434, usercpu_time_millis_training: 25.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.914, kappa: 0.0967, kb_relative_information_score: -931.1578, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9281, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8385, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.8777, scimark_benchmark: 1766.1269, usercpu_time_millis: 37.495, usercpu_time_millis_testing: 1.545, usercpu_time_millis_training: 35.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8731, f_measure: 0.9115, kappa: 0.0658, kb_relative_information_score: -1120.2027, mean_absolute_error: 0.103, 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: 0.8684, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.8967, scimark_benchmark: 1727.277, usercpu_time_millis: 31.355, usercpu_time_millis_testing: 0.996, usercpu_time_millis_training: 30.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.9063, kb_relative_information_score: -1552.177, 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: 0.9217, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.9502, scimark_benchmark: 1728.4686, usercpu_time_millis: 28.6, usercpu_time_millis_testing: 0.491, usercpu_time_millis_training: 28.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -684.8839, mean_absolute_error: 0.0944, 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: 0.7957, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.8623, scimark_benchmark: 1730.8446, usercpu_time_millis: 26.129, usercpu_time_millis_testing: 1.554, usercpu_time_millis_training: 24.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -856.7905, mean_absolute_error: 0.0961, 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: 0.8106, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.8664, scimark_benchmark: 1730.3001, usercpu_time_millis: 25.066, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 24.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -1299.4813, mean_absolute_error: 0.107, 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: 0.9018, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.9285, scimark_benchmark: 1105.8641, usercpu_time_millis: 13.654, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 13.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.9263, kappa: 0.2463, kb_relative_information_score: -842.3231, mean_absolute_error: 0.0951, 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: 0.802, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.8652, scimark_benchmark: 1721.9195, usercpu_time_millis: 24.112, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 23.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.914, kappa: 0.0967, kb_relative_information_score: -925.7304, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9281, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8461, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.8828, scimark_benchmark: 1732.2161, usercpu_time_millis: 19.775, usercpu_time_millis_testing: 1.18, usercpu_time_millis_training: 18.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.9063, kb_relative_information_score: 4.0997, 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: 0.997, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1235.4757, usercpu_time_millis: 4.55, usercpu_time_millis_testing: 0.868, usercpu_time_millis_training: 3.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9127, f_measure: 0.9191, kappa: 0.1578, kb_relative_information_score: -643.6359, mean_absolute_error: 0.0949, 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: 0.7998, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8579, scimark_benchmark: 1727.1069, usercpu_time_millis: 17.929, usercpu_time_millis_testing: 1.882, usercpu_time_millis_training: 16.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: -7.4309, 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: 0.9966, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1078.3316, usercpu_time_millis: 3.18, usercpu_time_millis_testing: 0.414, usercpu_time_millis_training: 2.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.9063, kb_relative_information_score: 4.7262, 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: 0.9965, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1107.1282, usercpu_time_millis: 3.237, usercpu_time_millis_testing: 0.552, usercpu_time_millis_training: 2.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8954, f_measure: 0.9104, kappa: 0.0538, kb_relative_information_score: -875.7812, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9188, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8144, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.215, root_relative_squared_error: 0.8838, scimark_benchmark: 1724.6313, usercpu_time_millis: 15.804, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 15.445,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs