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: 0.499, 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: 1258.6786, usercpu_time_millis: 4.879, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 4.588,
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: 1273.1726, usercpu_time_millis: 4.635, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 4.33,
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: 1271.5109, usercpu_time_millis: 5.048, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 4.671,
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: 1282.6779, usercpu_time_millis: 4.38, usercpu_time_millis_testing: 0.316, usercpu_time_millis_training: 4.064,
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: 1259.3805, usercpu_time_millis: 4.383, usercpu_time_millis_testing: 0.31, usercpu_time_millis_training: 4.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.9489, kappa: 0.7738, kb_relative_information_score: 2006.5286, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9543, predictive_accuracy: 0.9527, prior_entropy: 0.5848, recall: 0.9527, relative_absolute_error: 0.4448, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.5755, scimark_benchmark: 1271.0043, usercpu_time_millis: 5.068, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 4.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.9094, kappa: 0.5821, kb_relative_information_score: 1502.9003, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9274, predictive_accuracy: 0.9222, prior_entropy: 0.5848, recall: 0.9222, relative_absolute_error: 0.6362, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.242, root_relative_squared_error: 0.6975, scimark_benchmark: 1272.7002, usercpu_time_millis: 4.644, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 4.354,
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: 1281.0172, usercpu_time_millis: 3.846, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 3.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6687, f_measure: 0.8637, kappa: 0.465, kb_relative_information_score: 724.0215, mean_absolute_error: 0.153, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8734, predictive_accuracy: 0.857, prior_entropy: 0.5848, recall: 0.857, relative_absolute_error: 0.6348, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3753, root_relative_squared_error: 1.0816, scimark_benchmark: 1259.9893, usercpu_time_millis: 880.297, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 879.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.9644, kappa: 0.8458, kb_relative_information_score: 2370.3481, mean_absolute_error: 0.0753, 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: 0.3126, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1695, root_relative_squared_error: 0.4886, scimark_benchmark: 1261.8728, usercpu_time_millis: 11.137, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 10.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8667, kappa: 0.3664, kb_relative_information_score: 1104.8858, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9022, predictive_accuracy: 0.8945, prior_entropy: 0.5848, recall: 0.8945, relative_absolute_error: 0.745, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.7852, scimark_benchmark: 1265.4279, usercpu_time_millis: 3.862, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 3.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5743, kappa: -0.0005, kb_relative_information_score: -5284.6929, mean_absolute_error: 0.5002, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.759, predictive_accuracy: 0.4998, prior_entropy: 0.5848, recall: 0.4998, relative_absolute_error: 2.0759, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.7072, root_relative_squared_error: 2.0383, scimark_benchmark: 1284.8355, usercpu_time_millis: 2726.066, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 2725.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5403, f_measure: 0.5834, kappa: 0.0395, kb_relative_information_score: -5086.3405, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7797, predictive_accuracy: 0.5114, prior_entropy: 0.5848, recall: 0.5114, relative_absolute_error: 2.0278, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.699, root_relative_squared_error: 2.0145, scimark_benchmark: 1269.4246, usercpu_time_millis: 3392.543, usercpu_time_millis_testing: 0.335, usercpu_time_millis_training: 3392.208,
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: 1252.8081, usercpu_time_millis: 4.519, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 4.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6804, f_measure: 0.7953, kb_relative_information_score: 14.7401, mean_absolute_error: 0.2403, 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: 0.9976, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.9983, scimark_benchmark: 1261.8446, usercpu_time_millis: 4.416, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 4.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8109, f_measure: 0.6159, kappa: 0.1759, kb_relative_information_score: -2431.4221, mean_absolute_error: 0.2779, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8637, predictive_accuracy: 0.5538, prior_entropy: 0.5848, recall: 0.5538, relative_absolute_error: 1.1533, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3715, root_relative_squared_error: 1.0708, scimark_benchmark: 1245.0973, usercpu_time_millis: 2231.231, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 2230.923,
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: 1252.0525, usercpu_time_millis: 4.51, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 4.174,
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: 1254.3537, usercpu_time_millis: 4.408, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 4.124,
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: 1249.6642, usercpu_time_millis: 4.489, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 4.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.5754, kappa: 0.0002, kb_relative_information_score: -5263.8137, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7593, predictive_accuracy: 0.5011, prior_entropy: 0.5848, recall: 0.5011, relative_absolute_error: 2.0708, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.7064, root_relative_squared_error: 2.0358, scimark_benchmark: 1244.5612, usercpu_time_millis: 3073.472, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 3073.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5367, f_measure: 0.5885, kappa: 0.069, kb_relative_information_score: -4989.4461, mean_absolute_error: 0.4832, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7962, predictive_accuracy: 0.5185, prior_entropy: 0.5848, recall: 0.5185, relative_absolute_error: 2.0054, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.6936, root_relative_squared_error: 1.9992, scimark_benchmark: 1247.3148, usercpu_time_millis: 4249.696, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 4249.418,
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: 1247.2886, usercpu_time_millis: 4.282, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 4.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.4148, kappa: -0.0004, kb_relative_information_score: -7753.6658, mean_absolute_error: 0.6444, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7589, predictive_accuracy: 0.3556, prior_entropy: 0.5848, recall: 0.3556, relative_absolute_error: 2.6746, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.8027, root_relative_squared_error: 2.3136, scimark_benchmark: 1258.3411, usercpu_time_millis: 2697.605, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 2697.234,
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: 1265.714, usercpu_time_millis: 4.563, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 4.248,
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: 1256.1046, usercpu_time_millis: 4.146, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 3.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9741, kappa: 0.89, kb_relative_information_score: 2650.8258, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9744, predictive_accuracy: 0.9747, prior_entropy: 0.5848, recall: 0.9747, relative_absolute_error: 0.1812, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.4258, scimark_benchmark: 1260.1696, usercpu_time_millis: 71.32, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 71.024,
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: 1266.9439, usercpu_time_millis: 4.803, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 4.494,
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: 1253.7266, usercpu_time_millis: 5.451, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 5.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.8912, kappa: 0.5869, kb_relative_information_score: 1386.6402, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9068, predictive_accuracy: 0.8832, prior_entropy: 0.5848, recall: 0.8832, relative_absolute_error: 0.4898, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.6501, scimark_benchmark: 1262.4206, usercpu_time_millis: 203.97, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 203.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.9397, kappa: 0.7302, kb_relative_information_score: 1876.9034, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9472, predictive_accuracy: 0.9451, prior_entropy: 0.5848, recall: 0.9451, relative_absolute_error: 0.482, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.211, root_relative_squared_error: 0.6082, scimark_benchmark: 1245.1823, usercpu_time_millis: 4.37, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 4.146,
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: 1255.5372, usercpu_time_millis: 3.942, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 3.675,
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: 1273.5222, usercpu_time_millis: 4.947, usercpu_time_millis_testing: 0.338, usercpu_time_millis_training: 4.609,
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: 1252.8661, usercpu_time_millis: 4.129, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 3.843,
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: 1256.0852, usercpu_time_millis: 3.677, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 3.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8464, f_measure: 0.7653, kappa: 0.3386, kb_relative_information_score: -760.6518, mean_absolute_error: 0.2174, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8839, predictive_accuracy: 0.7237, prior_entropy: 0.5848, recall: 0.7237, relative_absolute_error: 0.9022, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3881, root_relative_squared_error: 1.1186, scimark_benchmark: 1253.7784, usercpu_time_millis: 1524.451, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 1524.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.9332, kappa: 0.6992, kb_relative_information_score: 1810.7895, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9425, predictive_accuracy: 0.9399, prior_entropy: 0.5848, recall: 0.9399, relative_absolute_error: 0.5065, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.6235, scimark_benchmark: 1239.6498, usercpu_time_millis: 4.755, usercpu_time_millis_testing: 0.328, usercpu_time_millis_training: 4.427,
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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: 1285.1232, usercpu_time_millis: 3.903, usercpu_time_millis_testing: 0.243, usercpu_time_millis_training: 3.66,
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: 1286.9029, usercpu_time_millis: 3.563, usercpu_time_millis_testing: 0.244, usercpu_time_millis_training: 3.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5343, f_measure: 0.7127, kappa: 0.1096, kb_relative_information_score: -2076.8057, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7943, predictive_accuracy: 0.6664, prior_entropy: 0.5848, recall: 0.6664, relative_absolute_error: 1.2492, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.5217, root_relative_squared_error: 1.5035, scimark_benchmark: 1275.1936, usercpu_time_millis: 2769.319, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 2769.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.8284, kappa: 0.4385, kb_relative_information_score: 509.151, mean_absolute_error: 0.1492, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8894, predictive_accuracy: 0.8033, prior_entropy: 0.5848, recall: 0.8033, relative_absolute_error: 0.6192, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2671, root_relative_squared_error: 0.7698, scimark_benchmark: 1277.6498, usercpu_time_millis: 401.017, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 400.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5779, f_measure: 0.191, kappa: 0.0246, kb_relative_information_score: -6416.5723, mean_absolute_error: 0.4559, 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: 1.8921, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4773, root_relative_squared_error: 1.3755, scimark_benchmark: 1285.826, usercpu_time_millis: 6621.389, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 6621.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5721, f_measure: 0.8356, kappa: 0.3274, kb_relative_information_score: 336.888, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8382, predictive_accuracy: 0.8332, prior_entropy: 0.5848, recall: 0.8332, relative_absolute_error: 0.7253, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4069, root_relative_squared_error: 1.1729, scimark_benchmark: 1255.5862, usercpu_time_millis: 2335.071, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 2334.731,
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: 1258.1444, usercpu_time_millis: 4.344, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 4.041,
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: 1266.274, usercpu_time_millis: 4.144, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 3.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.955, kappa: 0.8021, kb_relative_information_score: 2126.1229, mean_absolute_error: 0.099, 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: 0.411, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.5457, scimark_benchmark: 1258.6741, usercpu_time_millis: 7.611, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 7.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8278, f_measure: 0.7953, kb_relative_information_score: 86.0121, mean_absolute_error: 0.238, 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: 0.9877, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.343, root_relative_squared_error: 0.9886, scimark_benchmark: 1241.995, usercpu_time_millis: 4.585, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 4.298,
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: 1278.1006, usercpu_time_millis: 4.252, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 3.966,
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: 1250.7468, usercpu_time_millis: 4.007, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 3.73,
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: 1277.4963, usercpu_time_millis: 4.429, usercpu_time_millis_testing: 0.336, 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: 1281.6976, usercpu_time_millis: 4.949, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 4.641,
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: 1270.961, usercpu_time_millis: 4.732, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 4.469,
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: 1229.1032, usercpu_time_millis: 4.948, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 4.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.845, kappa: 0.2547, kb_relative_information_score: 959.0326, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8921, predictive_accuracy: 0.8826, prior_entropy: 0.5848, recall: 0.8826, relative_absolute_error: 0.7991, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2862, root_relative_squared_error: 0.8248, scimark_benchmark: 1266.0816, usercpu_time_millis: 5.266, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 4.979,
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: 1257.192, usercpu_time_millis: 4.919, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 4.636,
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: 1270.6558, usercpu_time_millis: 4.238, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 3.961,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.9064, kappa: 0.5671, kb_relative_information_score: 1398.4315, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9255, predictive_accuracy: 0.9201, prior_entropy: 0.5848, recall: 0.9201, relative_absolute_error: 0.6714, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.7237, scimark_benchmark: 1255.9208, usercpu_time_millis: 6.038, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 5.754,
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: 1269.709, usercpu_time_millis: 4.281, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 3.982,
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: 1254.5749, usercpu_time_millis: 3.978, usercpu_time_millis_testing: 0.244, usercpu_time_millis_training: 3.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6749, f_measure: 0.7953, kb_relative_information_score: 23.3888, mean_absolute_error: 0.2401, 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: 0.9964, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.346, root_relative_squared_error: 0.9972, scimark_benchmark: 1277.7511, usercpu_time_millis: 4.22, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 3.932,
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: 1284.1458, usercpu_time_millis: 3.906, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 3.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9659, kappa: 0.8525, kb_relative_information_score: 2460.2848, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9676, predictive_accuracy: 0.9674, prior_entropy: 0.5848, recall: 0.9674, relative_absolute_error: 0.2724, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.4702, scimark_benchmark: 1259.9012, usercpu_time_millis: 24.953, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 24.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.9557, kappa: 0.8058, kb_relative_information_score: 2162.7844, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9595, predictive_accuracy: 0.9585, prior_entropy: 0.5848, recall: 0.9585, relative_absolute_error: 0.3856, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.5379, scimark_benchmark: 1267.5767, usercpu_time_millis: 6.267, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 5.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.9427, kappa: 0.7444, kb_relative_information_score: 1919.6647, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9495, predictive_accuracy: 0.9475, prior_entropy: 0.5848, recall: 0.9475, relative_absolute_error: 0.467, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.5979, scimark_benchmark: 1256.5753, usercpu_time_millis: 4.704, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 4.432,
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: 1281.649, usercpu_time_millis: 4.042, usercpu_time_millis_testing: 0.265, usercpu_time_millis_training: 3.777,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs