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: 0.9152, f_measure: 0.9224, kappa: 0.2052, kb_relative_information_score: -665.5877, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7804, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.8455, scimark_benchmark: 1237.1863, usercpu_time_millis: 16.308, usercpu_time_millis_testing: 0.824, usercpu_time_millis_training: 15.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8438, f_measure: 0.9063, kb_relative_information_score: -1204.7618, mean_absolute_error: 0.111, 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: 0.9359, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.9542, scimark_benchmark: 1266.6078, usercpu_time_millis: 12.686, usercpu_time_millis_testing: 1.071, usercpu_time_millis_training: 11.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -765.3244, mean_absolute_error: 0.097, 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: 0.8179, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.8748, scimark_benchmark: 1253.7463, usercpu_time_millis: 87.823, usercpu_time_millis_testing: 6.204, usercpu_time_millis_training: 81.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.9186, kappa: 0.1493, kb_relative_information_score: -688.4721, mean_absolute_error: 0.0954, 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: 0.8046, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.8599, scimark_benchmark: 1267.2779, usercpu_time_millis: 25.813, usercpu_time_millis_testing: 1.833, usercpu_time_millis_training: 23.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -827.8525, mean_absolute_error: 0.0996, 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: 0.8393, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.8769, scimark_benchmark: 1271.3124, usercpu_time_millis: 44.898, usercpu_time_millis_testing: 3.639, usercpu_time_millis_training: 41.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8359, f_measure: 0.9063, kb_relative_information_score: -1278.7665, 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: 0.2302, root_relative_squared_error: 0.9466, scimark_benchmark: 1269.8745, usercpu_time_millis: 42.094, usercpu_time_millis_testing: 3.662, usercpu_time_millis_training: 38.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.9243, kappa: 0.2211, kb_relative_information_score: -678.054, mean_absolute_error: 0.0939, 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: 0.7919, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.8532, scimark_benchmark: 1244.0752, usercpu_time_millis: 20.865, usercpu_time_millis_testing: 1.114, usercpu_time_millis_training: 19.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -788.2319, mean_absolute_error: 0.0979, 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: 0.8251, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.8733, scimark_benchmark: 1256.6504, usercpu_time_millis: 12.93, usercpu_time_millis_testing: 0.797, usercpu_time_millis_training: 12.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.9106, kappa: 0.0549, kb_relative_information_score: -778.9873, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9245, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.827, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.8809, scimark_benchmark: 1268.5969, usercpu_time_millis: 4.583, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 4.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1008.7587, mean_absolute_error: 0.1017, 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: 0.8575, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.8998, scimark_benchmark: 1261.4765, usercpu_time_millis: 56.635, usercpu_time_millis_testing: 3.191, usercpu_time_millis_training: 53.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.9269, kappa: 0.2583, kb_relative_information_score: -579.9337, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9343, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7645, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2053, root_relative_squared_error: 0.8441, scimark_benchmark: 1262.5252, usercpu_time_millis: 39.306, usercpu_time_millis_testing: 2.346, usercpu_time_millis_training: 36.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.9214, kappa: 0.1854, kb_relative_information_score: -596.5136, mean_absolute_error: 0.0932, 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: 0.7856, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.8533, scimark_benchmark: 1274.0008, usercpu_time_millis: 99.11, usercpu_time_millis_testing: 7.889, usercpu_time_millis_training: 91.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -900.2885, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8428, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.8893, scimark_benchmark: 1263.2183, usercpu_time_millis: 69.415, usercpu_time_millis_testing: 4.5, usercpu_time_millis_training: 64.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -956.6394, mean_absolute_error: 0.1013, 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: 0.8543, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.8945, scimark_benchmark: 1268.1537, usercpu_time_millis: 57.864, usercpu_time_millis_testing: 3.804, usercpu_time_millis_training: 54.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.9257, kappa: 0.2427, kb_relative_information_score: -606.4802, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9341, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7741, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.8453, scimark_benchmark: 1260.6831, usercpu_time_millis: 51.491, usercpu_time_millis_testing: 2.912, usercpu_time_millis_training: 48.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9235, kappa: 0.2119, kb_relative_information_score: -671.4081, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9359, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7923, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.8547, scimark_benchmark: 1277.85, usercpu_time_millis: 23.681, usercpu_time_millis_testing: 1.432, usercpu_time_millis_training: 22.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9089, f_measure: 0.9253, kappa: 0.232, kb_relative_information_score: -671.1099, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9394, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8522, scimark_benchmark: 1281.7268, usercpu_time_millis: 28.831, usercpu_time_millis_testing: 1.428, usercpu_time_millis_training: 27.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -857.894, mean_absolute_error: 0.0992, 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: 0.8364, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.8828, scimark_benchmark: 1274.295, usercpu_time_millis: 75.018, usercpu_time_millis_testing: 4.634, usercpu_time_millis_training: 70.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -777.1865, mean_absolute_error: 0.0996, 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: 0.8394, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.8802, scimark_benchmark: 1267.4453, usercpu_time_millis: 30.856, usercpu_time_millis_testing: 2.827, usercpu_time_millis_training: 28.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.825, f_measure: 0.9063, kb_relative_information_score: -1398.5971, mean_absolute_error: 0.1103, 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: 0.93, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.9541, scimark_benchmark: 1271.8007, usercpu_time_millis: 21.894, usercpu_time_millis_testing: 1.523, usercpu_time_millis_training: 20.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8801, f_measure: 0.9063, kb_relative_information_score: -1081.0905, mean_absolute_error: 0.1046, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8822, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.9157, scimark_benchmark: 1243.5851, usercpu_time_millis: 29.482, usercpu_time_millis_testing: 2.082, usercpu_time_millis_training: 27.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9106, f_measure: 0.9183, kappa: 0.1479, kb_relative_information_score: -701.7573, mean_absolute_error: 0.0965, 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: 0.8133, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.8622, scimark_benchmark: 1259.8802, usercpu_time_millis: 43.962, usercpu_time_millis_testing: 3.4, usercpu_time_millis_training: 40.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -741.6614, mean_absolute_error: 0.0959, 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: 0.8086, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.8704, scimark_benchmark: 1248.7164, usercpu_time_millis: 73.409, usercpu_time_millis_testing: 3.621, usercpu_time_millis_training: 69.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.836, f_measure: 0.9063, kb_relative_information_score: -1155.7105, mean_absolute_error: 0.1105, 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: 0.9315, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.9503, scimark_benchmark: 1255.2772, usercpu_time_millis: 36.523, usercpu_time_millis_testing: 3.51, usercpu_time_millis_training: 33.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.9253, kappa: 0.232, kb_relative_information_score: -677.5178, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9394, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7951, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.8545, scimark_benchmark: 1276.1099, usercpu_time_millis: 81.862, usercpu_time_millis_testing: 4.089, usercpu_time_millis_training: 77.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8309, f_measure: 0.9063, kb_relative_information_score: -996.0328, mean_absolute_error: 0.1116, 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: 0.9405, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.9555, scimark_benchmark: 1264.3208, usercpu_time_millis: 7.147, usercpu_time_millis_testing: 0.708, usercpu_time_millis_training: 6.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9173, f_measure: 0.923, kappa: 0.2043, kb_relative_information_score: -592.7077, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7815, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.8493, scimark_benchmark: 1270.9891, usercpu_time_millis: 35.22, usercpu_time_millis_testing: 2.472, usercpu_time_millis_training: 32.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.92, kappa: 0.1676, kb_relative_information_score: -665.3731, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.8028, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.8566, scimark_benchmark: 1273.769, usercpu_time_millis: 87.48, usercpu_time_millis_testing: 6.546, usercpu_time_millis_training: 80.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8959, f_measure: 0.9063, kb_relative_information_score: -780.4507, mean_absolute_error: 0.1007, 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: 0.8489, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.8975, scimark_benchmark: 1283.2445, usercpu_time_millis: 9.924, usercpu_time_millis_testing: 1.074, usercpu_time_millis_training: 8.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -991.9037, mean_absolute_error: 0.1016, 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: 0.8564, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.9009, scimark_benchmark: 1273.231, usercpu_time_millis: 29.133, usercpu_time_millis_testing: 1.852, usercpu_time_millis_training: 27.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -860.5097, mean_absolute_error: 0.1013, 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: 0.8543, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.8955, scimark_benchmark: 1253.9912, usercpu_time_millis: 63.264, usercpu_time_millis_testing: 6.221, usercpu_time_millis_training: 57.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.9164, kappa: 0.1263, kb_relative_information_score: -699.7732, mean_absolute_error: 0.0955, 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: 0.805, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.8643, scimark_benchmark: 1254.9086, usercpu_time_millis: 71.987, usercpu_time_millis_testing: 4.43, usercpu_time_millis_training: 67.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.9082, kappa: 0.0232, kb_relative_information_score: -939.0898, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9415, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8435, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.8979, scimark_benchmark: 1273.1627, usercpu_time_millis: 2.257, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 2.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.9248, kappa: 0.2284, kb_relative_information_score: -598.4567, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9357, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7816, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.8489, scimark_benchmark: 1266.1324, usercpu_time_millis: 121.664, usercpu_time_millis_testing: 6.953, usercpu_time_millis_training: 114.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.9063, kb_relative_information_score: -998.4, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9396, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.9543, scimark_benchmark: 1276.7883, usercpu_time_millis: 19.895, usercpu_time_millis_testing: 2.303, usercpu_time_millis_training: 17.592,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9101, f_measure: 0.9244, kappa: 0.2304, kb_relative_information_score: -640.3638, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9305, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7762, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.8562, scimark_benchmark: 1267.9331, usercpu_time_millis: 71.256, usercpu_time_millis_testing: 3.069, usercpu_time_millis_training: 68.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.9183, kappa: 0.1479, kb_relative_information_score: -647.1255, 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: 0.7968, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8581, scimark_benchmark: 1266.8721, usercpu_time_millis: 29.715, usercpu_time_millis_testing: 2.209, usercpu_time_millis_training: 27.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.9124, kappa: 0.0766, kb_relative_information_score: -688.1959, mean_absolute_error: 0.0956, 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: 0.8063, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.8653, scimark_benchmark: 1244.6195, usercpu_time_millis: 89.707, usercpu_time_millis_testing: 5.813, usercpu_time_millis_training: 83.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.9289, kappa: 0.2819, kb_relative_information_score: -552.8512, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9354, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7592, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.842, scimark_benchmark: 1261.08, usercpu_time_millis: 163.633, usercpu_time_millis_testing: 7.882, usercpu_time_millis_training: 155.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -845.1203, 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: 0.829, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.875, scimark_benchmark: 1271.4719, usercpu_time_millis: 3.63, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 3.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -909.8997, mean_absolute_error: 0.0999, 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: 0.8425, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.8904, scimark_benchmark: 1265.1536, usercpu_time_millis: 12.968, usercpu_time_millis_testing: 0.832, usercpu_time_millis_training: 12.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9169, kappa: 0.1291, kb_relative_information_score: -727.8616, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.936, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.8085, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.8641, scimark_benchmark: 1273.9474, usercpu_time_millis: 46.266, usercpu_time_millis_testing: 2.44, usercpu_time_millis_training: 43.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.9224, kappa: 0.2009, kb_relative_information_score: -577.7713, mean_absolute_error: 0.0923, 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: 0.7778, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.8489, scimark_benchmark: 1241.4866, usercpu_time_millis: 35.345, usercpu_time_millis_testing: 2.547, usercpu_time_millis_training: 32.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9117, f_measure: 0.9115, kappa: 0.0658, kb_relative_information_score: -666.0249, mean_absolute_error: 0.0965, 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: 0.8134, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.8697, scimark_benchmark: 1243.6223, usercpu_time_millis: 71.087, usercpu_time_millis_testing: 6.692, usercpu_time_millis_training: 64.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.9271, kappa: 0.2552, kb_relative_information_score: -620.3792, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.938, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7751, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.8449, scimark_benchmark: 1243.8902, usercpu_time_millis: 98.889, usercpu_time_millis_testing: 3.628, usercpu_time_millis_training: 95.261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.9214, kappa: 0.1854, kb_relative_information_score: -617.5429, mean_absolute_error: 0.0934, 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: 0.7874, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.8547, scimark_benchmark: 1268.1326, usercpu_time_millis: 45.221, usercpu_time_millis_testing: 3.291, usercpu_time_millis_training: 41.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -614.3202, mean_absolute_error: 0.0936, 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: 0.7893, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8552, scimark_benchmark: 1266.149, usercpu_time_millis: 114.441, usercpu_time_millis_testing: 8.437, usercpu_time_millis_training: 106.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.9248, kappa: 0.2284, kb_relative_information_score: -612.8038, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9357, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7789, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.8546, scimark_benchmark: 1249.9648, usercpu_time_millis: 82.485, usercpu_time_millis_testing: 3.862, usercpu_time_millis_training: 78.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.9238, kappa: 0.2136, kb_relative_information_score: -648.6414, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.938, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7891, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.8517, scimark_benchmark: 1244.0163, usercpu_time_millis: 113.353, usercpu_time_millis_testing: 5.511, usercpu_time_millis_training: 107.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.9088, kappa: 0.0327, kb_relative_information_score: -815.3759, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9166, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8383, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.213, root_relative_squared_error: 0.8757, scimark_benchmark: 1247.376, usercpu_time_millis: 15.011, usercpu_time_millis_testing: 1.281, usercpu_time_millis_training: 13.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.9208, kappa: 0.1773, kb_relative_information_score: -624.6387, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7899, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.8555, scimark_benchmark: 1248.1475, usercpu_time_millis: 90.619, usercpu_time_millis_testing: 7.576, usercpu_time_millis_training: 83.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -733.5224, mean_absolute_error: 0.0963, 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: 0.8118, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.8702, scimark_benchmark: 1246.675, usercpu_time_millis: 96.436, usercpu_time_millis_testing: 5.879, usercpu_time_millis_training: 90.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, f_measure: 0.9063, kb_relative_information_score: -1057.1113, mean_absolute_error: 0.1043, 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: 0.8796, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2218, root_relative_squared_error: 0.9121, scimark_benchmark: 1249.0199, usercpu_time_millis: 40.454, usercpu_time_millis_testing: 3.292, usercpu_time_millis_training: 37.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.9124, kappa: 0.0766, kb_relative_information_score: -627.1837, mean_absolute_error: 0.0952, 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: 0.8024, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8636, scimark_benchmark: 1254.7039, usercpu_time_millis: 82.48, usercpu_time_millis_testing: 7.778, usercpu_time_millis_training: 74.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.9063, kb_relative_information_score: -1132.6173, mean_absolute_error: 0.1071, 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: 0.9026, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.226, root_relative_squared_error: 0.9293, scimark_benchmark: 1266.9398, usercpu_time_millis: 2.977, usercpu_time_millis_testing: 0.457, usercpu_time_millis_training: 2.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.9247, kappa: 0.2321, kb_relative_information_score: -571.3009, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7706, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.849, scimark_benchmark: 1248.8702, usercpu_time_millis: 87.425, usercpu_time_millis_testing: 4.162, usercpu_time_millis_training: 83.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.9082, kappa: 0.0232, kb_relative_information_score: -790.5262, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9415, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8394, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.8809, scimark_benchmark: 1264.2042, usercpu_time_millis: 9.122, usercpu_time_millis_testing: 0.839, usercpu_time_millis_training: 8.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -602.1435, mean_absolute_error: 0.0932, 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: 0.7855, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8525, scimark_benchmark: 1265.5192, usercpu_time_millis: 62.614, usercpu_time_millis_testing: 4.725, usercpu_time_millis_training: 57.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.9275, kappa: 0.262, kb_relative_information_score: -639.5299, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7782, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.8455, scimark_benchmark: 1243.1506, usercpu_time_millis: 96.528, usercpu_time_millis_testing: 4.143, usercpu_time_millis_training: 92.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8879, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -969.3112, mean_absolute_error: 0.1037, 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: 0.8741, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.221, root_relative_squared_error: 0.9089, scimark_benchmark: 1246.4604, usercpu_time_millis: 15.652, usercpu_time_millis_testing: 1.341, usercpu_time_millis_training: 14.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.913, f_measure: 0.928, kappa: 0.2762, kb_relative_information_score: -566.3911, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7574, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.8432, scimark_benchmark: 1259.2209, usercpu_time_millis: 132.285, usercpu_time_millis_testing: 4.857, usercpu_time_millis_training: 127.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8693, f_measure: 0.9063, kb_relative_information_score: -1142.0408, mean_absolute_error: 0.1069, 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: 0.9009, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.9299, scimark_benchmark: 1241.6157, usercpu_time_millis: 35.684, usercpu_time_millis_testing: 2.447, usercpu_time_millis_training: 33.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8393, f_measure: 0.9063, kb_relative_information_score: -1301.6818, mean_absolute_error: 0.1096, 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: 0.924, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.9481, scimark_benchmark: 1247.7233, usercpu_time_millis: 32.666, usercpu_time_millis_testing: 2.264, usercpu_time_millis_training: 30.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -849.8276, mean_absolute_error: 0.1009, 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: 0.8508, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.8886, scimark_benchmark: 1266.0149, usercpu_time_millis: 12.169, usercpu_time_millis_testing: 1.011, usercpu_time_millis_training: 11.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8311, f_measure: 0.9063, kb_relative_information_score: -644.5223, mean_absolute_error: 0.1145, 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: 0.965, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.9725, scimark_benchmark: 1253.4157, usercpu_time_millis: 23.527, usercpu_time_millis_testing: 3.36, usercpu_time_millis_training: 20.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.9257, kappa: 0.2427, kb_relative_information_score: -592.5812, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9341, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7695, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.8507, scimark_benchmark: 1274.4082, usercpu_time_millis: 36.856, usercpu_time_millis_testing: 1.74, usercpu_time_millis_training: 35.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -879.0912, mean_absolute_error: 0.1023, 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: 0.8627, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.8988, scimark_benchmark: 1267.0718, usercpu_time_millis: 41.115, usercpu_time_millis_testing: 3.534, usercpu_time_millis_training: 37.581,

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