OpenML
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 146085 Supervised Classification Internet-Advertisements 12645 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6413, f_measure: 0.6005, kappa: 0.1143, kb_relative_information_score: -3152.9992, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8229, predictive_accuracy: 0.5337, prior_entropy: 0.5848, recall: 0.5337, relative_absolute_error: 1.3662, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.47, root_relative_squared_error: 1.3547, scimark_benchmark: 1264.3021, usercpu_time_millis: 4539.959, usercpu_time_millis_testing: 0.319, usercpu_time_millis_training: 4539.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1247.1604, usercpu_time_millis: 5.16, usercpu_time_millis_testing: 0.417, usercpu_time_millis_training: 4.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.9655, kappa: 0.8504, kb_relative_information_score: 2374.4471, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9675, predictive_accuracy: 0.9671, prior_entropy: 0.5848, recall: 0.9671, relative_absolute_error: 0.3056, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.4889, scimark_benchmark: 1268.9885, usercpu_time_millis: 8.102, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 7.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.815, f_measure: 0.616, kappa: 0.1774, kb_relative_information_score: -2419.4072, mean_absolute_error: 0.2762, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8649, predictive_accuracy: 0.5541, prior_entropy: 0.5848, recall: 0.5541, relative_absolute_error: 1.1463, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.069, scimark_benchmark: 1263.4265, usercpu_time_millis: 2140.82, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 2140.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.955, kappa: 0.8021, kb_relative_information_score: 2138.5207, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9591, predictive_accuracy: 0.9579, prior_entropy: 0.5848, recall: 0.9579, relative_absolute_error: 0.4119, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.5434, scimark_benchmark: 1258.498, usercpu_time_millis: 9.229, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 8.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6836, f_measure: 0.7953, kb_relative_information_score: 28.0382, mean_absolute_error: 0.2399, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9958, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3458, root_relative_squared_error: 0.9966, scimark_benchmark: 1246.3763, usercpu_time_millis: 6.072, usercpu_time_millis_testing: 0.436, usercpu_time_millis_training: 5.636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5183, f_measure: 0.4278, kappa: 0.0608, kb_relative_information_score: -7397.1074, mean_absolute_error: 0.6247, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8262, predictive_accuracy: 0.3779, prior_entropy: 0.5848, recall: 0.3779, relative_absolute_error: 2.5927, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.7878, root_relative_squared_error: 2.2705, scimark_benchmark: 1260.4207, usercpu_time_millis: 4047.637, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 4047.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.9557, kappa: 0.8054, kb_relative_information_score: 2134.3693, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9597, predictive_accuracy: 0.9585, prior_entropy: 0.5848, recall: 0.9585, relative_absolute_error: 0.4024, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.5432, scimark_benchmark: 1264.4638, usercpu_time_millis: 8.754, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 8.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1257.8947, usercpu_time_millis: 4.228, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 3.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1270.0802, usercpu_time_millis: 5.074, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 4.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1274.027, usercpu_time_millis: 4.945, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 4.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1261.255, usercpu_time_millis: 4.603, usercpu_time_millis_testing: 0.326, usercpu_time_millis_training: 4.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8944, kappa: 0.6024, kb_relative_information_score: 1533.6476, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9119, predictive_accuracy: 0.8859, prior_entropy: 0.5848, recall: 0.8859, relative_absolute_error: 0.4181, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.6323, scimark_benchmark: 1251.7705, usercpu_time_millis: 326.779, usercpu_time_millis_testing: 0.214, usercpu_time_millis_training: 326.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.9644, kappa: 0.8458, kb_relative_information_score: 2295.4314, mean_absolute_error: 0.0827, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9666, predictive_accuracy: 0.9661, prior_entropy: 0.5848, recall: 0.9661, relative_absolute_error: 0.3432, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.5052, scimark_benchmark: 1261.5152, usercpu_time_millis: 8.68, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 8.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1250.4237, usercpu_time_millis: 4.278, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 3.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5747, f_measure: 0.8838, kappa: 0.4552, kb_relative_information_score: 1580.5292, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9081, predictive_accuracy: 0.9042, prior_entropy: 0.5848, recall: 0.9042, relative_absolute_error: 0.4213, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.305, root_relative_squared_error: 0.8791, scimark_benchmark: 1271.9547, usercpu_time_millis: 1615.018, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 1614.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, f_measure: 0.9407, kappa: 0.735, kb_relative_information_score: 1854.7352, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9483, predictive_accuracy: 0.946, prior_entropy: 0.5848, recall: 0.946, relative_absolute_error: 0.4984, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.6113, scimark_benchmark: 1244.2433, usercpu_time_millis: 4.765, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 4.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1241.327, usercpu_time_millis: 4.221, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 3.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1272.4753, usercpu_time_millis: 4.762, usercpu_time_millis_testing: 0.325, usercpu_time_millis_training: 4.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.892, f_measure: 0.7623, kappa: 0.3253, kb_relative_information_score: -435.4086, mean_absolute_error: 0.1885, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8777, predictive_accuracy: 0.7203, prior_entropy: 0.5848, recall: 0.7203, relative_absolute_error: 0.7824, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.8758, scimark_benchmark: 1261.0595, usercpu_time_millis: 1253.846, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 1253.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1237.6994, usercpu_time_millis: 4.163, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 3.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1237.8021, usercpu_time_millis: 4.168, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 3.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.8566, kappa: 0.3145, kb_relative_information_score: 1024.6612, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8968, predictive_accuracy: 0.8887, prior_entropy: 0.5848, recall: 0.8887, relative_absolute_error: 0.7629, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.8004, scimark_benchmark: 1265.8788, usercpu_time_millis: 4.009, usercpu_time_millis_testing: 0.269, usercpu_time_millis_training: 3.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1263.2163, usercpu_time_millis: 3.89, usercpu_time_millis_testing: 0.214, usercpu_time_millis_training: 3.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.8939, kappa: 0.5998, kb_relative_information_score: 1456.7443, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9109, predictive_accuracy: 0.8856, prior_entropy: 0.5848, recall: 0.8856, relative_absolute_error: 0.4547, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.6422, scimark_benchmark: 1269.898, usercpu_time_millis: 134.339, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 134.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.8973, kappa: 0.6164, kb_relative_information_score: 1632.1859, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9164, predictive_accuracy: 0.8887, prior_entropy: 0.5848, recall: 0.8887, relative_absolute_error: 0.3821, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.6072, scimark_benchmark: 1268.2452, usercpu_time_millis: 1390.819, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 1390.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.8933, kappa: 0.5971, kb_relative_information_score: 1444.6321, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9101, predictive_accuracy: 0.885, prior_entropy: 0.5848, recall: 0.885, relative_absolute_error: 0.4601, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.6441, scimark_benchmark: 1263.3547, usercpu_time_millis: 153.762, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 153.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1234.3038, usercpu_time_millis: 4.579, usercpu_time_millis_testing: 0.332, usercpu_time_millis_training: 4.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1259.8064, usercpu_time_millis: 3.945, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 3.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, f_measure: 0.6935, kappa: 0.2435, kb_relative_information_score: -1475.4639, mean_absolute_error: 0.2385, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8708, predictive_accuracy: 0.6386, prior_entropy: 0.5848, recall: 0.6386, relative_absolute_error: 0.9901, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3397, root_relative_squared_error: 0.979, scimark_benchmark: 1266.5063, usercpu_time_millis: 653.597, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 653.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9418, f_measure: 0.8941, kappa: 0.6017, kb_relative_information_score: 1521.1572, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9118, predictive_accuracy: 0.8856, prior_entropy: 0.5848, recall: 0.8856, relative_absolute_error: 0.4241, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.22, root_relative_squared_error: 0.6342, scimark_benchmark: 1256.8158, usercpu_time_millis: 280.044, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 279.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, f_measure: 0.9163, kappa: 0.6165, kb_relative_information_score: 1533.0957, mean_absolute_error: 0.1441, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9313, predictive_accuracy: 0.9271, prior_entropy: 0.5848, recall: 0.9271, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2385, root_relative_squared_error: 0.6873, scimark_benchmark: 1270.5934, usercpu_time_millis: 3.956, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 3.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1264.3907, usercpu_time_millis: 3.909, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 3.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.9335, kappa: 0.7004, kb_relative_information_score: 1774.8365, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.943, predictive_accuracy: 0.9402, prior_entropy: 0.5848, recall: 0.9402, relative_absolute_error: 0.5219, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.6314, scimark_benchmark: 1245.974, usercpu_time_millis: 4.712, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 4.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.9467, kappa: 0.7635, kb_relative_information_score: 1963.6066, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9526, predictive_accuracy: 0.9509, prior_entropy: 0.5848, recall: 0.9509, relative_absolute_error: 0.4714, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.203, root_relative_squared_error: 0.5852, scimark_benchmark: 1269.0293, usercpu_time_millis: 5.355, usercpu_time_millis_testing: 0.239, usercpu_time_millis_training: 5.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1278.2424, usercpu_time_millis: 3.593, usercpu_time_millis_testing: 0.238, usercpu_time_millis_training: 3.355,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9655, kappa: 0.8507, kb_relative_information_score: 2408.6889, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9674, predictive_accuracy: 0.9671, prior_entropy: 0.5848, recall: 0.9671, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.4809, scimark_benchmark: 1260.3148, usercpu_time_millis: 13.747, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 13.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1260.6096, usercpu_time_millis: 6.591, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 6.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9648, kappa: 0.8476, kb_relative_information_score: 2410.1272, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9668, predictive_accuracy: 0.9665, prior_entropy: 0.5848, recall: 0.9665, relative_absolute_error: 0.2941, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.4807, scimark_benchmark: 1270.0386, usercpu_time_millis: 15.259, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 15.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1245.4557, usercpu_time_millis: 4.498, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 4.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.8275, kappa: 0.1649, kb_relative_information_score: 801.1414, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8823, predictive_accuracy: 0.8737, prior_entropy: 0.5848, recall: 0.8737, relative_absolute_error: 0.8343, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2958, root_relative_squared_error: 0.8524, scimark_benchmark: 1255.4713, usercpu_time_millis: 4.429, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 4.145,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1251.9828, usercpu_time_millis: 4.032, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 3.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.8693, kappa: 0.3797, kb_relative_information_score: 1078.2291, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9036, predictive_accuracy: 0.896, prior_entropy: 0.5848, recall: 0.896, relative_absolute_error: 0.7439, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.7879, scimark_benchmark: 1256.3939, usercpu_time_millis: 4.136, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 3.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1267.9527, usercpu_time_millis: 4.024, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 3.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7727, f_measure: 0.5324, kappa: 0.1313, kb_relative_information_score: -3425.0904, mean_absolute_error: 0.3224, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8651, predictive_accuracy: 0.473, prior_entropy: 0.5848, recall: 0.473, relative_absolute_error: 1.338, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.399, root_relative_squared_error: 1.15, scimark_benchmark: 1234.5095, usercpu_time_millis: 3410.522, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 3410.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9347, f_measure: 0.8549, kappa: 0.306, kb_relative_information_score: 1002.9129, mean_absolute_error: 0.1867, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8959, predictive_accuracy: 0.8878, prior_entropy: 0.5848, recall: 0.8878, relative_absolute_error: 0.7749, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2802, root_relative_squared_error: 0.8077, scimark_benchmark: 1263.8862, usercpu_time_millis: 4.588, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 4.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1246.7514, usercpu_time_millis: 4.962, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 4.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1268.0636, usercpu_time_millis: 4.636, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 4.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.947, kappa: 0.7647, kb_relative_information_score: 1972.3432, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.953, predictive_accuracy: 0.9512, prior_entropy: 0.5848, recall: 0.9512, relative_absolute_error: 0.457, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.5836, scimark_benchmark: 1244.435, usercpu_time_millis: 5.308, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 5.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7115, f_measure: 0.4348, kappa: 0.0876, kb_relative_information_score: -4423.0065, mean_absolute_error: 0.3667, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8604, predictive_accuracy: 0.3888, prior_entropy: 0.5848, recall: 0.3888, relative_absolute_error: 1.522, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4271, root_relative_squared_error: 1.2309, scimark_benchmark: 1276.2466, usercpu_time_millis: 4518.217, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 4517.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.9572, kappa: 0.813, kb_relative_information_score: 2228.7987, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9604, predictive_accuracy: 0.9597, prior_entropy: 0.5848, recall: 0.9597, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.5236, scimark_benchmark: 1268.0107, usercpu_time_millis: 6.7, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 6.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.9182, kappa: 0.6258, kb_relative_information_score: 1565.2246, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.933, predictive_accuracy: 0.9286, prior_entropy: 0.5848, recall: 0.9286, relative_absolute_error: 0.6145, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2366, root_relative_squared_error: 0.6819, scimark_benchmark: 1263.7971, usercpu_time_millis: 4.765, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 4.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1252.3905, usercpu_time_millis: 4.132, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 3.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9738, kappa: 0.8885, kb_relative_information_score: 2653.5104, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9741, predictive_accuracy: 0.9744, prior_entropy: 0.5848, recall: 0.9744, relative_absolute_error: 0.1795, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.4253, scimark_benchmark: 1260.0343, usercpu_time_millis: 70.942, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 70.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.9665, kappa: 0.855, kb_relative_information_score: 2415.5994, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9684, predictive_accuracy: 0.968, prior_entropy: 0.5848, recall: 0.968, relative_absolute_error: 0.2875, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.4806, scimark_benchmark: 1241.5334, usercpu_time_millis: 6.753, usercpu_time_millis_testing: 0.256, usercpu_time_millis_training: 6.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1256.3913, usercpu_time_millis: 4.37, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 4.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1267.3777, usercpu_time_millis: 4.366, usercpu_time_millis_testing: 0.316, usercpu_time_millis_training: 4.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1254.4227, usercpu_time_millis: 4.238, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 3.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5529, f_measure: 0.5162, kappa: 0.0696, kb_relative_information_score: -5367.7027, mean_absolute_error: 0.481, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8112, predictive_accuracy: 0.4501, prior_entropy: 0.5848, recall: 0.4501, relative_absolute_error: 1.9962, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.6535, root_relative_squared_error: 1.8835, scimark_benchmark: 1265.0383, usercpu_time_millis: 4121.494, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 4121.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1261.5803, usercpu_time_millis: 4.377, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 4.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1264.1906, usercpu_time_millis: 4.53, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 4.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1266.2404, usercpu_time_millis: 4.166, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 3.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.9288, kappa: 0.6778, kb_relative_information_score: 1734.8817, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9397, predictive_accuracy: 0.9366, prior_entropy: 0.5848, recall: 0.9366, relative_absolute_error: 0.5486, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.222, root_relative_squared_error: 0.6399, scimark_benchmark: 1259.1546, usercpu_time_millis: 4.68, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 4.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1255.7462, usercpu_time_millis: 4.321, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 4.044,

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

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

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

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