OpenML
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 6566 Supervised Classification Internet-Advertisements 25422 runs submitted
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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: 1277.7849, usercpu_time_millis: 4.052, usercpu_time_millis_testing: 0.266, usercpu_time_millis_training: 3.786,
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: 1285.0464, usercpu_time_millis: 3.168, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 2.916,
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: 1303.0507, usercpu_time_millis: 3.751, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 3.475,
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: 1287.0163, usercpu_time_millis: 3.813, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 3.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.9655, kappa: 0.8507, kb_relative_information_score: 2409.5847, mean_absolute_error: 0.071, 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: 0.2945, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.4806, scimark_benchmark: 1304.1362, usercpu_time_millis: 10.53, usercpu_time_millis_testing: 0.233, usercpu_time_millis_training: 10.297,
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: 1275.6605, usercpu_time_millis: 2.873, usercpu_time_millis_testing: 0.22, usercpu_time_millis_training: 2.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.9641, kappa: 0.8442, kb_relative_information_score: 2333.1052, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9663, predictive_accuracy: 0.9658, prior_entropy: 0.5848, recall: 0.9658, relative_absolute_error: 0.3293, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.4972, scimark_benchmark: 1239.3923, usercpu_time_millis: 8.854, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 8.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.8106, kappa: 0.0783, kb_relative_information_score: 694.9952, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8729, predictive_accuracy: 0.8661, prior_entropy: 0.5848, recall: 0.8661, relative_absolute_error: 0.8634, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.8759, scimark_benchmark: 1303.8524, usercpu_time_millis: 4.358, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 4.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.9188, kappa: 0.6287, kb_relative_information_score: 1619.3355, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9329, predictive_accuracy: 0.9289, prior_entropy: 0.5848, recall: 0.9289, relative_absolute_error: 0.5878, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.6678, scimark_benchmark: 1302.9388, usercpu_time_millis: 4.588, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 4.313,
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: 1266.2975, usercpu_time_millis: 3.485, usercpu_time_millis_testing: 0.265, usercpu_time_millis_training: 3.22,
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: 1304.4294, usercpu_time_millis: 4.342, usercpu_time_millis_testing: 0.249, usercpu_time_millis_training: 4.093,
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: 1266.9517, usercpu_time_millis: 4.154, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 3.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7773, f_measure: 0.6833, kappa: 0.207, kb_relative_information_score: -1587.865, mean_absolute_error: 0.2404, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8517, predictive_accuracy: 0.6264, prior_entropy: 0.5848, recall: 0.6264, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3559, root_relative_squared_error: 1.0257, scimark_benchmark: 1330.8943, usercpu_time_millis: 2652.217, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 2651.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6094, f_measure: 0.7342, kappa: 0.2074, kb_relative_information_score: -1696.9248, mean_absolute_error: 0.2802, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8293, predictive_accuracy: 0.6892, prior_entropy: 0.5848, recall: 0.6892, relative_absolute_error: 1.163, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4977, root_relative_squared_error: 1.4346, scimark_benchmark: 1335.0146, usercpu_time_millis: 1977.084, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 1976.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.8944, kappa: 0.6024, kb_relative_information_score: 1530.4168, mean_absolute_error: 0.1011, 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: 0.4197, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.6328, scimark_benchmark: 1284.3671, usercpu_time_millis: 266.909, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 266.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6074, f_measure: 0.6098, kappa: 0.1523, kb_relative_information_score: -4179.81, mean_absolute_error: 0.4262, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8475, predictive_accuracy: 0.5459, prior_entropy: 0.5848, recall: 0.5459, relative_absolute_error: 1.7688, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.6262, root_relative_squared_error: 1.8048, scimark_benchmark: 1342.4749, usercpu_time_millis: 3323.281, usercpu_time_millis_testing: 0.307, usercpu_time_millis_training: 3322.974,
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: 1303.0676, usercpu_time_millis: 4.685, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 4.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.8609, kappa: 0.3367, kb_relative_information_score: 1094.481, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8991, predictive_accuracy: 0.8911, prior_entropy: 0.5848, recall: 0.8911, relative_absolute_error: 0.7417, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.7855, scimark_benchmark: 1298.7236, usercpu_time_millis: 4.827, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 4.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.9407, kappa: 0.735, kb_relative_information_score: 1872.1268, mean_absolute_error: 0.1192, 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: 0.4947, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.607, scimark_benchmark: 1278.2634, usercpu_time_millis: 4.196, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 3.919,
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: 1255.6015, usercpu_time_millis: 3.793, usercpu_time_millis_testing: 0.269, usercpu_time_millis_training: 3.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.9585, kappa: 0.8183, kb_relative_information_score: 2184.7513, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9619, predictive_accuracy: 0.961, prior_entropy: 0.5848, recall: 0.961, relative_absolute_error: 0.3914, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.532, scimark_benchmark: 1277.3975, usercpu_time_millis: 8.085, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 7.796,
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: 1295.711, usercpu_time_millis: 4.261, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 3.925,
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: 1269.6038, usercpu_time_millis: 3.968, usercpu_time_millis_testing: 0.312, usercpu_time_millis_training: 3.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.9336, kappa: 0.701, kb_relative_information_score: 1803.6031, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9428, predictive_accuracy: 0.9402, prior_entropy: 0.5848, recall: 0.9402, relative_absolute_error: 0.5089, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.6252, scimark_benchmark: 1268.1434, usercpu_time_millis: 4.541, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 4.237,
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: 1276.7844, usercpu_time_millis: 4.579, usercpu_time_millis_testing: 0.254, usercpu_time_millis_training: 4.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8915, kappa: 0.5882, kb_relative_information_score: 1410.088, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9072, predictive_accuracy: 0.8835, prior_entropy: 0.5848, recall: 0.8835, relative_absolute_error: 0.4813, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.6464, scimark_benchmark: 1266.5742, usercpu_time_millis: 239.886, usercpu_time_millis_testing: 0.249, usercpu_time_millis_training: 239.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.9647, kappa: 0.847, kb_relative_information_score: 2333.9853, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.967, predictive_accuracy: 0.9665, prior_entropy: 0.5848, recall: 0.9665, relative_absolute_error: 0.3239, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.4965, scimark_benchmark: 1286.1723, usercpu_time_millis: 7.839, usercpu_time_millis_testing: 0.262, usercpu_time_millis_training: 7.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.9637, kappa: 0.8423, kb_relative_information_score: 2285.5549, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9662, predictive_accuracy: 0.9655, prior_entropy: 0.5848, recall: 0.9655, relative_absolute_error: 0.345, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.5068, scimark_benchmark: 1301.834, usercpu_time_millis: 7.635, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 7.338,
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: 1269.5099, usercpu_time_millis: 5.538, usercpu_time_millis_testing: 0.799, usercpu_time_millis_training: 4.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.8111, kappa: 0.0811, kb_relative_information_score: 733.4197, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8686, predictive_accuracy: 0.8661, prior_entropy: 0.5848, recall: 0.8661, relative_absolute_error: 0.8523, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.867, scimark_benchmark: 1275.92, usercpu_time_millis: 4.567, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 4.261,
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: 1305.1573, usercpu_time_millis: 4.582, usercpu_time_millis_testing: 0.711, usercpu_time_millis_training: 3.871,
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: 1287.8774, usercpu_time_millis: 5.882, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 5.451,
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: 1306.692, usercpu_time_millis: 4.401, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 4.105,
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: 1303.0994, usercpu_time_millis: 4.035, usercpu_time_millis_testing: 0.318, usercpu_time_millis_training: 3.717,
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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: 1340.725, usercpu_time_millis: 4.741, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 4.44,
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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: 1306.5632, usercpu_time_millis: 3.576, usercpu_time_millis_testing: 0.228, usercpu_time_millis_training: 3.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6456, f_measure: 0.323, kappa: 0.0525, kb_relative_information_score: -5432.3432, mean_absolute_error: 0.413, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8561, predictive_accuracy: 0.3056, prior_entropy: 0.5848, recall: 0.3056, relative_absolute_error: 1.714, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.453, root_relative_squared_error: 1.3057, scimark_benchmark: 1316.7233, usercpu_time_millis: 3770.133, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 3769.865,
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: 1324.1003, usercpu_time_millis: 3.722, usercpu_time_millis_testing: 0.254, usercpu_time_millis_training: 3.468,
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: 1310.2876, usercpu_time_millis: 3.745, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 3.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.8927, kappa: 0.4985, kb_relative_information_score: 1206.5421, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9167, predictive_accuracy: 0.9106, prior_entropy: 0.5848, recall: 0.9106, relative_absolute_error: 0.7019, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.76, scimark_benchmark: 1353.218, usercpu_time_millis: 4.09, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 3.663,
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: 1341.2111, usercpu_time_millis: 3.866, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 3.596,
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: 1320.7864, usercpu_time_millis: 4.318, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 4.06,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.7953, kb_relative_information_score: 376.2875, mean_absolute_error: 0.2257, 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: 0.9367, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.9402, scimark_benchmark: 1326.162, usercpu_time_millis: 3.922, usercpu_time_millis_testing: 0.243, usercpu_time_millis_training: 3.679,
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: 1342.2479, usercpu_time_millis: 3.79, usercpu_time_millis_testing: 0.233, usercpu_time_millis_training: 3.557,
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: 1345.5763, usercpu_time_millis: 4.439, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 4.178,
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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: 1322.127, usercpu_time_millis: 3.48, usercpu_time_millis_testing: 0.218, usercpu_time_millis_training: 3.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.578, f_measure: 0.191, kappa: 0.0246, kb_relative_information_score: -6420.3306, mean_absolute_error: 0.4562, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8571, predictive_accuracy: 0.2226, prior_entropy: 0.5848, recall: 0.2226, relative_absolute_error: 1.8934, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4773, root_relative_squared_error: 1.3757, scimark_benchmark: 1339.29, usercpu_time_millis: 6720.596, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 6720.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7738, f_measure: 0.8118, kappa: 0.3668, kb_relative_information_score: 298.1153, mean_absolute_error: 0.1549, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8642, predictive_accuracy: 0.7862, prior_entropy: 0.5848, recall: 0.7862, relative_absolute_error: 0.6429, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2991, root_relative_squared_error: 0.862, scimark_benchmark: 1341.6613, usercpu_time_millis: 2308.864, usercpu_time_millis_testing: 0.319, usercpu_time_millis_training: 2308.545,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, f_measure: 0.6177, kappa: 0.1802, kb_relative_information_score: -2453.4796, mean_absolute_error: 0.281, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8664, predictive_accuracy: 0.556, prior_entropy: 0.5848, recall: 0.556, relative_absolute_error: 1.1664, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3704, root_relative_squared_error: 1.0675, scimark_benchmark: 1299.355, usercpu_time_millis: 1017.917, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 1017.654,
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: 1315.7535, usercpu_time_millis: 4.91, usercpu_time_millis_testing: 0.445, usercpu_time_millis_training: 4.465,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.8011, kappa: 0.0296, kb_relative_information_score: 628.4137, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8814, predictive_accuracy: 0.8625, prior_entropy: 0.5848, recall: 0.8625, relative_absolute_error: 0.8808, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3089, root_relative_squared_error: 0.8903, scimark_benchmark: 1312.633, usercpu_time_millis: 4.031, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 3.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9501, f_measure: 0.909, kappa: 0.58, kb_relative_information_score: 1494.4045, mean_absolute_error: 0.1536, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9271, predictive_accuracy: 0.9219, prior_entropy: 0.5848, recall: 0.9219, relative_absolute_error: 0.6376, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2425, root_relative_squared_error: 0.6989, scimark_benchmark: 1331.5596, usercpu_time_millis: 5.364, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 5.066,
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: 1303.8446, usercpu_time_millis: 3.945, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 3.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, f_measure: 0.4166, kappa: 0.0003, kb_relative_information_score: -7727.5596, mean_absolute_error: 0.6429, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7595, predictive_accuracy: 0.3571, prior_entropy: 0.5848, recall: 0.3571, relative_absolute_error: 2.6683, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.8018, root_relative_squared_error: 2.3109, scimark_benchmark: 1348.5513, usercpu_time_millis: 2417.859, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 2417.514,

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