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: 0.9071, f_measure: 0.93, kappa: 0.3415, kb_relative_information_score: -180.4739, mean_absolute_error: 0.0826, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9262, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.6965, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.8686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.9278, kappa: 0.3162, kb_relative_information_score: -335.4878, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9237, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.7366, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.9051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 26.3517, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.9285, kappa: 0.2975, kb_relative_information_score: -423.8411, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9277, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7597, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.8985, scimark_benchmark: 1246.1901, usercpu_time_millis: 202.767, usercpu_time_millis_testing: 1.143, usercpu_time_millis_training: 201.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.9063, kb_relative_information_score: -8810.9251, mean_absolute_error: 0.2062, 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: 1.7385, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2583, root_relative_squared_error: 1.0619, scimark_benchmark: 1274.572, usercpu_time_millis: 343.459, usercpu_time_millis_testing: 0.984, usercpu_time_millis_training: 342.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 7.0774, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9948, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, kb_relative_information_score: 294.5774, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.7789, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2453, root_relative_squared_error: 1.0087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.9299, kappa: 0.3614, kb_relative_information_score: 150.6557, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9262, predictive_accuracy: 0.9357, prior_entropy: 0.3411, recall: 0.9357, relative_absolute_error: 0.6137, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.9441, scimark_benchmark: 1264.041, usercpu_time_millis: 157.326, usercpu_time_millis_testing: 0.777, usercpu_time_millis_training: 156.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8155, f_measure: 0.9063, kb_relative_information_score: -4634.1231, mean_absolute_error: 0.1563, 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: 1.3179, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2384, root_relative_squared_error: 0.9803, scimark_benchmark: 1237.9683, usercpu_time_millis: 107.562, usercpu_time_millis_testing: 0.613, usercpu_time_millis_training: 106.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8415, f_measure: 0.9063, kb_relative_information_score: -825.1701, mean_absolute_error: 0.1148, 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: 0.9675, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2353, root_relative_squared_error: 0.9675, scimark_benchmark: 1276.6711, usercpu_time_millis: 182.954, usercpu_time_millis_testing: 0.961, usercpu_time_millis_training: 181.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8095, f_measure: 0.9063, kb_relative_information_score: -895.0825, mean_absolute_error: 0.1141, 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: 0.9617, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2363, root_relative_squared_error: 0.9714, scimark_benchmark: 1252.0428, usercpu_time_millis: 188.327, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 188.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: -245.8551, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 1.0125, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8906, f_measure: 0.9151, kappa: 0.1197, kb_relative_information_score: -789.6421, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9178, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8067, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.8836, scimark_benchmark: 1237.5422, usercpu_time_millis: 286.928, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 286.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.9351, kappa: 0.385, kb_relative_information_score: 618.4282, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9329, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.5124, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.8942, scimark_benchmark: 1234.8073, usercpu_time_millis: 342.612, usercpu_time_millis_testing: 1.581, usercpu_time_millis_training: 341.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9089, f_measure: 0.9342, kappa: 0.3736, kb_relative_information_score: 135.7349, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.6378, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.8701, scimark_benchmark: 1248.8261, usercpu_time_millis: 74.889, usercpu_time_millis_testing: 0.482, usercpu_time_millis_training: 74.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.9161, kappa: 0.125, kb_relative_information_score: -846.262, mean_absolute_error: 0.0966, 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: 0.8143, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.8879, scimark_benchmark: 1277.0379, usercpu_time_millis: 226.543, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 226.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7977, f_measure: 0.9063, kb_relative_information_score: -17008.8819, mean_absolute_error: 0.4045, 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: 3.4101, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.4076, root_relative_squared_error: 1.6759, scimark_benchmark: 1274.2616, usercpu_time_millis: 14.047, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 13.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: -18616.5573, mean_absolute_error: 0.4682, 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: 3.9475, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.4686, root_relative_squared_error: 1.9265, scimark_benchmark: 1267.2938, usercpu_time_millis: 11.854, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 11.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.843, f_measure: 0.9297, kappa: 0.3427, kb_relative_information_score: 0.3361, mean_absolute_error: 0.0773, 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: 0.6513, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.9307, scimark_benchmark: 1275.5693, usercpu_time_millis: 521.509, usercpu_time_millis_testing: 2.119, usercpu_time_millis_training: 519.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8459, f_measure: 0.9063, kb_relative_information_score: -998.8767, mean_absolute_error: 0.1119, 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: 0.9436, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.9562, scimark_benchmark: 1247.8372, usercpu_time_millis: 7.679, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 7.636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.9346, kappa: 0.3955, kb_relative_information_score: 81.3652, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.6385, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.8953, scimark_benchmark: 1272.7682, usercpu_time_millis: 24.384, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 24.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.9127, kappa: 0.0838, kb_relative_information_score: -799.2832, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9192, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8248, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.8873, scimark_benchmark: 1270.1032, usercpu_time_millis: 104.098, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 104.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7377, kb_relative_information_score: -966.6186, mean_absolute_error: 0.1058, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8921, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.237, root_relative_squared_error: 0.9746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, kb_relative_information_score: 8.8381, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9935, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, kb_relative_information_score: 4.4778, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9967, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8421, f_measure: 0.9063, kb_relative_information_score: -987.968, mean_absolute_error: 0.1108, 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: 0.9339, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.9527, scimark_benchmark: 1270.16, usercpu_time_millis: 243.837, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 243.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.9153, kappa: 0.1148, kb_relative_information_score: -867.1514, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9248, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8185, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.8904, scimark_benchmark: 1269.03, usercpu_time_millis: 173.954, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 173.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 161.9753, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8794, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2438, root_relative_squared_error: 1.0026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.9063, kb_relative_information_score: -819.4182, mean_absolute_error: 0.1102, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9289, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.9466, scimark_benchmark: 1237.4496, usercpu_time_millis: 252.215, usercpu_time_millis_testing: 0.661, usercpu_time_millis_training: 251.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8109, f_measure: 0.9063, kb_relative_information_score: -5549.9353, mean_absolute_error: 0.1645, 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: 1.3872, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2434, root_relative_squared_error: 1.0008, scimark_benchmark: 1245.4961, usercpu_time_millis: 132.54, usercpu_time_millis_testing: 0.491, usercpu_time_millis_training: 132.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, kb_relative_information_score: 113.2341, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9161, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2435, root_relative_squared_error: 1.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, kb_relative_information_score: -80.1418, mean_absolute_error: 0.1191, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 1.004, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: -2643.9794, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 1.1531, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2442, root_relative_squared_error: 1.0039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8393, kb_relative_information_score: -933.2131, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9145, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.9505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8862, f_measure: 0.9231, kappa: 0.2182, kb_relative_information_score: -236.5437, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.927, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.7371, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, kb_relative_information_score: -296.6034, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 1.0152, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9269, f_measure: 0.9354, kappa: 0.3731, kb_relative_information_score: 73.9644, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.9459, prior_entropy: 0.3411, recall: 0.9459, relative_absolute_error: 0.6596, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.8354, scimark_benchmark: 1267.4057, usercpu_time_millis: 580.646, usercpu_time_millis_testing: 2.781, usercpu_time_millis_training: 577.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.93, kappa: 0.3445, kb_relative_information_score: -347.6138, mean_absolute_error: 0.0841, 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: 0.7088, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.214, root_relative_squared_error: 0.88, scimark_benchmark: 1261.0012, usercpu_time_millis: 166.777, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 166.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 59.0798, mean_absolute_error: 0.1134, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9563, 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: 0.9113, f_measure: 0.9294, kappa: 0.3127, kb_relative_information_score: -410.4475, mean_absolute_error: 0.0861, 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: 0.7262, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8567, scimark_benchmark: 1240.4552, usercpu_time_millis: 384.355, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 384.31,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.9241, kappa: 0.2287, kb_relative_information_score: -585.7073, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9292, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7707, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.8671, scimark_benchmark: 1253.3445, usercpu_time_millis: 138.53, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 138.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9013, f_measure: 0.92, kappa: 0.1822, kb_relative_information_score: -656.852, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9228, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.7825, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.8706, scimark_benchmark: 1240.7987, usercpu_time_millis: 321.471, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 321.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.936, kappa: 0.3936, kb_relative_information_score: 107.7678, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.934, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.6376, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.8548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8804, f_measure: 0.9172, kappa: 0.1615, kb_relative_information_score: -662.2335, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9135, predictive_accuracy: 0.9361, prior_entropy: 0.3411, recall: 0.9361, relative_absolute_error: 0.8001, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.9064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9137, f_measure: 0.9321, kappa: 0.3602, kb_relative_information_score: -313.3284, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9288, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.7049, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.865, scimark_benchmark: 1244.492, usercpu_time_millis: 130.123, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 130.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 8.4046, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.9063, kb_relative_information_score: -1014.1818, mean_absolute_error: 0.1087, 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: 0.9167, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.9408, scimark_benchmark: 1267.6869, usercpu_time_millis: 396.977, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 396.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, f_measure: 0.9076, kappa: 0.0205, kb_relative_information_score: -999.3728, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9036, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8587, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.9055, scimark_benchmark: 1271.1041, usercpu_time_millis: 404.324, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 404.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9075, f_measure: 0.9329, kappa: 0.354, kb_relative_information_score: -396.7516, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7232, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.8613, scimark_benchmark: 1247.3888, usercpu_time_millis: 118.944, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 118.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8173, f_measure: 0.917, kappa: 0.2175, kb_relative_information_score: -559.5022, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9103, predictive_accuracy: 0.9274, prior_entropy: 0.3411, recall: 0.9274, relative_absolute_error: 0.7948, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.9793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: -3251.25, mean_absolute_error: 0.1418, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 1.1955, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2448, root_relative_squared_error: 1.0064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 614.1499, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, kb_relative_information_score: -78.6593, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9885, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.9063, kb_relative_information_score: -625.3733, mean_absolute_error: 0.1159, 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: 0.9773, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.9814, scimark_benchmark: 1270.8662, usercpu_time_millis: 79.736, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 79.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.9313, kappa: 0.3379, kb_relative_information_score: -429.5317, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9293, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7306, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.862, scimark_benchmark: 1239.1354, usercpu_time_millis: 39.873, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 39.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.9063, kb_relative_information_score: -1423.484, mean_absolute_error: 0.1123, 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: 0.9471, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.9468, scimark_benchmark: 1237.6101, usercpu_time_millis: 47.179, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 47.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.9063, kb_relative_information_score: -998.0588, 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: 0.9241, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.9462, scimark_benchmark: 1276.8578, usercpu_time_millis: 341.922, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 341.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 3.5507, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9873, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7616, kb_relative_information_score: -207.5465, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2392, root_relative_squared_error: 0.9835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8731, f_measure: 0.9131, kappa: 0.0861, kb_relative_information_score: -967.6406, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9263, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.838, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.8998, scimark_benchmark: 1226.0357, usercpu_time_millis: 132.98, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 132.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.9335, kappa: 0.3779, kb_relative_information_score: -320.1118, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9304, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.7073, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.8696, scimark_benchmark: 1248.5651, usercpu_time_millis: 399.606, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 399.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8794, f_measure: 0.9097, kappa: 0.0438, kb_relative_information_score: -977.8666, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9211, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8614, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.905, scimark_benchmark: 1269.3585, usercpu_time_millis: 289.865, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 289.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.9242, kappa: 0.225, kb_relative_information_score: -419.119, mean_absolute_error: 0.0964, 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: 0.8124, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8581, scimark_benchmark: 1265.7194, usercpu_time_millis: 845.983, usercpu_time_millis_testing: 3.356, usercpu_time_millis_training: 842.627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.9165, kappa: 0.1323, kb_relative_information_score: -733.9992, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9231, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.8746, scimark_benchmark: 1250.2507, usercpu_time_millis: 248.947, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 248.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.9127, kappa: 0.0838, kb_relative_information_score: -827.2158, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9192, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8259, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.8861, scimark_benchmark: 1242.9804, usercpu_time_millis: 56.744, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 56.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.9313, kappa: 0.3185, kb_relative_information_score: 70.8222, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9338, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.6984, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.203, root_relative_squared_error: 0.8345, scimark_benchmark: 1270.6476, usercpu_time_millis: 934.644, usercpu_time_millis_testing: 3.637, usercpu_time_millis_training: 931.007,

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