OpenML
Supervised Classification on Click_prediction_small

Supervised Classification on Click_prediction_small

Task 14971 Supervised Classification Click_prediction_small 21169 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.636, f_measure: 0.7576, kappa: 0.0103, kb_relative_information_score: -3327.6291, mean_absolute_error: 0.2722, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8165, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9717, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.9837, scimark_benchmark: 1245.6298, usercpu_time_millis: 1092.366, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1092.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6374, f_measure: 0.7577, kappa: 0.0108, kb_relative_information_score: -3314.6457, mean_absolute_error: 0.2718, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8179, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9704, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.368, root_relative_squared_error: 0.9833, scimark_benchmark: 1244.5655, usercpu_time_millis: 179.806, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 179.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6937, f_measure: 0.7709, kappa: 0.066, kb_relative_information_score: -2920.9286, mean_absolute_error: 0.2613, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.802, predictive_accuracy: 0.8348, prior_entropy: 0.6541, recall: 0.8348, relative_absolute_error: 0.9328, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.9615, scimark_benchmark: 1277.2562, usercpu_time_millis: 2521.143, usercpu_time_millis_testing: 61.267, usercpu_time_millis_training: 2459.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.7602, kappa: 0.0209, kb_relative_information_score: -2747.8075, mean_absolute_error: 0.2636, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7858, predictive_accuracy: 0.8321, prior_entropy: 0.6541, recall: 0.8321, relative_absolute_error: 0.9409, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3632, root_relative_squared_error: 0.9704, scimark_benchmark: 1274.9578, usercpu_time_millis: 11.502, usercpu_time_millis_testing: 0.633, usercpu_time_millis_training: 10.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6394, f_measure: 0.7577, kappa: 0.0106, kb_relative_information_score: -3374.8971, mean_absolute_error: 0.2713, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8141, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9684, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3678, root_relative_squared_error: 0.9827, scimark_benchmark: 1262.9691, usercpu_time_millis: 667.807, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 667.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5806, f_measure: 0.7552, kappa: 0.0002, kb_relative_information_score: -8174.2726, mean_absolute_error: 0.2943, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.86, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1.0505, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3733, root_relative_squared_error: 0.9974, scimark_benchmark: 1292.139, usercpu_time_millis: 80.092, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 79.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3427.525, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8162, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9644, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.9816, scimark_benchmark: 1265.6048, usercpu_time_millis: 272.422, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 272.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6954, f_measure: 0.7712, kappa: 0.0677, kb_relative_information_score: -2484.0271, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7982, predictive_accuracy: 0.8344, prior_entropy: 0.6541, recall: 0.8344, relative_absolute_error: 0.9294, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3595, root_relative_squared_error: 0.9607, scimark_benchmark: 1301.1025, usercpu_time_millis: 740.658, usercpu_time_millis_testing: 20.621, usercpu_time_millis_training: 720.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6922, f_measure: 0.7591, kappa: 0.0166, kb_relative_information_score: -2417.3722, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7961, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9354, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3611, root_relative_squared_error: 0.965, scimark_benchmark: 1306.7813, usercpu_time_millis: 2176.367, usercpu_time_millis_testing: 51.463, usercpu_time_millis_training: 2124.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6321, f_measure: 0.757, kappa: 0.0078, kb_relative_information_score: -3376.7288, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8193, predictive_accuracy: 0.8322, prior_entropy: 0.6541, recall: 0.8322, relative_absolute_error: 0.9749, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3685, root_relative_squared_error: 0.9847, scimark_benchmark: 1291.6717, usercpu_time_millis: 514.04, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 513.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6452, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3384.8646, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8162, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9643, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.9816, scimark_benchmark: 1290.4421, usercpu_time_millis: 327.89, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 327.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6923, f_measure: 0.7598, kappa: 0.0194, kb_relative_information_score: -2417.0031, mean_absolute_error: 0.2616, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.792, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9338, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3611, root_relative_squared_error: 0.9649, scimark_benchmark: 1275.1651, usercpu_time_millis: 4317.254, usercpu_time_millis_testing: 80.029, usercpu_time_millis_training: 4237.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6953, f_measure: 0.7675, kappa: 0.0518, kb_relative_information_score: -2555.7922, mean_absolute_error: 0.2613, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7994, predictive_accuracy: 0.834, prior_entropy: 0.6541, recall: 0.834, relative_absolute_error: 0.9328, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3597, root_relative_squared_error: 0.9613, scimark_benchmark: 1289.5844, usercpu_time_millis: 3683.926, usercpu_time_millis_testing: 119.358, usercpu_time_millis_training: 3564.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.7658, kappa: 0.0445, kb_relative_information_score: -2151.0724, mean_absolute_error: 0.2614, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8049, predictive_accuracy: 0.834, prior_entropy: 0.6541, recall: 0.834, relative_absolute_error: 0.933, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3592, root_relative_squared_error: 0.9598, scimark_benchmark: 1294.6548, usercpu_time_millis: 551.99, usercpu_time_millis_testing: 20.863, usercpu_time_millis_training: 531.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3393.6191, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8162, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9642, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.9816, scimark_benchmark: 1271.6739, usercpu_time_millis: 1025.659, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 1025.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6923, f_measure: 0.7607, kappa: 0.0229, kb_relative_information_score: -2446.8174, mean_absolute_error: 0.2637, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8112, predictive_accuracy: 0.8331, prior_entropy: 0.6541, recall: 0.8331, relative_absolute_error: 0.9414, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3612, root_relative_squared_error: 0.9651, scimark_benchmark: 1276.2399, usercpu_time_millis: 1274.445, usercpu_time_millis_testing: 56.846, usercpu_time_millis_training: 1217.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6971, f_measure: 0.7603, kappa: 0.0211, kb_relative_information_score: -2205.7646, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8183, predictive_accuracy: 0.8331, prior_entropy: 0.6541, recall: 0.8331, relative_absolute_error: 0.9393, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.963, scimark_benchmark: 1288.5819, usercpu_time_millis: 906.664, usercpu_time_millis_testing: 39.872, usercpu_time_millis_training: 866.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6994, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -1748.0161, mean_absolute_error: 0.2667, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8276, predictive_accuracy: 0.8325, prior_entropy: 0.6541, recall: 0.8325, relative_absolute_error: 0.9521, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.9659, scimark_benchmark: 1286.0078, usercpu_time_millis: 1465.555, usercpu_time_millis_testing: 72.536, usercpu_time_millis_training: 1393.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6986, f_measure: 0.7576, kappa: 0.0103, kb_relative_information_score: -1784.4288, mean_absolute_error: 0.267, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8295, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9531, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.9661, scimark_benchmark: 1282.4138, usercpu_time_millis: 353.505, usercpu_time_millis_testing: 19.5, usercpu_time_millis_training: 334.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.7577, kappa: 0.0106, kb_relative_information_score: -3373.8142, mean_absolute_error: 0.2713, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8141, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9687, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.9826, scimark_benchmark: 1273.8742, usercpu_time_millis: 1041.366, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 1041.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6725, f_measure: 0.7551, kb_relative_information_score: -1845.3095, mean_absolute_error: 0.2735, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9764, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.9813, scimark_benchmark: 1284.2728, usercpu_time_millis: 75.683, usercpu_time_millis_testing: 5.854, usercpu_time_millis_training: 69.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.7721, kappa: 0.0741, kb_relative_information_score: -3440.96, mean_absolute_error: 0.2581, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7729, predictive_accuracy: 0.8291, prior_entropy: 0.6541, recall: 0.8291, relative_absolute_error: 0.9214, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.9842, scimark_benchmark: 1281.9748, usercpu_time_millis: 10600.492, usercpu_time_millis_testing: 60.696, usercpu_time_millis_training: 10539.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6867, f_measure: 0.7551, kappa: -0.0002, kb_relative_information_score: -2512.36, mean_absolute_error: 0.2664, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8315, prior_entropy: 0.6541, recall: 0.8315, relative_absolute_error: 0.9511, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3627, root_relative_squared_error: 0.9692, scimark_benchmark: 1290.7391, usercpu_time_millis: 600.185, usercpu_time_millis_testing: 34.705, usercpu_time_millis_training: 565.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6675, f_measure: 0.7851, kappa: 0.158, kb_relative_information_score: 3602.7569, mean_absolute_error: 0.2112, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7726, predictive_accuracy: 0.8137, prior_entropy: 0.6541, recall: 0.8137, relative_absolute_error: 0.7541, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3895, root_relative_squared_error: 1.0409, scimark_benchmark: 1270.3034, usercpu_time_millis: 6736.87, usercpu_time_millis_testing: 154.467, usercpu_time_millis_training: 6582.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6452, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3389.897, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8162, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9642, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.9816, scimark_benchmark: 1292.2553, usercpu_time_millis: 580.541, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 580.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6771, f_measure: 0.7551, kb_relative_information_score: -2512.9909, mean_absolute_error: 0.2693, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9612, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3649, root_relative_squared_error: 0.9751, scimark_benchmark: 1259.3338, usercpu_time_millis: 1054.876, usercpu_time_millis_testing: 16.963, usercpu_time_millis_training: 1037.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6452, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3386.9503, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8162, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9643, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.9816, scimark_benchmark: 1288.9846, usercpu_time_millis: 614.768, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 614.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6928, f_measure: 0.761, kappa: 0.0242, kb_relative_information_score: -2419.3982, mean_absolute_error: 0.2613, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7996, predictive_accuracy: 0.8328, prior_entropy: 0.6541, recall: 0.8328, relative_absolute_error: 0.9329, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3609, root_relative_squared_error: 0.9642, scimark_benchmark: 1283.5469, usercpu_time_millis: 1639.076, usercpu_time_millis_testing: 27, usercpu_time_millis_training: 1612.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6992, f_measure: 0.7583, kappa: 0.0131, kb_relative_information_score: -1694.2279, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8272, predictive_accuracy: 0.8326, prior_entropy: 0.6541, recall: 0.8326, relative_absolute_error: 0.9504, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3613, root_relative_squared_error: 0.9653, scimark_benchmark: 1290.4235, usercpu_time_millis: 1028.785, usercpu_time_millis_testing: 53.426, usercpu_time_millis_training: 975.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7088, f_measure: 0.7722, kappa: 0.0717, kb_relative_information_score: -1366.2797, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7961, predictive_accuracy: 0.8343, prior_entropy: 0.6541, recall: 0.8343, relative_absolute_error: 0.9105, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3576, root_relative_squared_error: 0.9554, scimark_benchmark: 1268.719, usercpu_time_millis: 1209.861, usercpu_time_millis_testing: 25.652, usercpu_time_millis_training: 1184.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.71, f_measure: 0.7849, kappa: 0.1283, kb_relative_information_score: -816.9747, mean_absolute_error: 0.2491, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7981, predictive_accuracy: 0.8359, prior_entropy: 0.6541, recall: 0.8359, relative_absolute_error: 0.8892, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.357, root_relative_squared_error: 0.9541, scimark_benchmark: 1254.5444, usercpu_time_millis: 2846.806, usercpu_time_millis_testing: 42.006, usercpu_time_millis_training: 2804.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6904, f_measure: 0.772, kappa: 0.0712, kb_relative_information_score: -2580.1046, mean_absolute_error: 0.2582, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7962, predictive_accuracy: 0.8343, prior_entropy: 0.6541, recall: 0.8343, relative_absolute_error: 0.9218, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3605, root_relative_squared_error: 0.9634, scimark_benchmark: 1301.4784, usercpu_time_millis: 327.094, usercpu_time_millis_testing: 4.649, usercpu_time_millis_training: 322.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6758, f_measure: 0.7775, kappa: 0.0983, kb_relative_information_score: -4114.0858, mean_absolute_error: 0.2624, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7793, predictive_accuracy: 0.83, prior_entropy: 0.6541, recall: 0.83, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3651, root_relative_squared_error: 0.9755, scimark_benchmark: 1292.96, usercpu_time_millis: 1073.438, usercpu_time_millis_testing: 22.211, usercpu_time_millis_training: 1051.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6447, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3460.7567, mean_absolute_error: 0.2704, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.818, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9653, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.9817, scimark_benchmark: 1290.0422, usercpu_time_millis: 26.917, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 26.861,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6876, f_measure: 0.7555, kappa: 0.0015, kb_relative_information_score: -2460.1386, mean_absolute_error: 0.2646, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7709, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9677, scimark_benchmark: 1245.4377, usercpu_time_millis: 547.202, usercpu_time_millis_testing: 22.403, usercpu_time_millis_training: 524.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6945, f_measure: 0.7686, kappa: 0.0561, kb_relative_information_score: -2794.4551, mean_absolute_error: 0.2614, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7994, predictive_accuracy: 0.8341, prior_entropy: 0.6541, recall: 0.8341, relative_absolute_error: 0.9333, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.9614, scimark_benchmark: 1852.0126, usercpu_time_millis: 331.627, usercpu_time_millis_testing: 11.508, usercpu_time_millis_training: 320.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6901, f_measure: 0.7588, kappa: 0.0151, kb_relative_information_score: -2559.1409, mean_absolute_error: 0.2619, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7803, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.935, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.9663, scimark_benchmark: 1854.6928, usercpu_time_millis: 439.897, usercpu_time_millis_testing: 6.383, usercpu_time_millis_training: 433.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6809, f_measure: 0.7556, kappa: 0.0019, kb_relative_information_score: -2506.8069, mean_absolute_error: 0.265, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7603, predictive_accuracy: 0.8315, prior_entropy: 0.6541, recall: 0.8315, relative_absolute_error: 0.9462, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.9698, scimark_benchmark: 1854.568, usercpu_time_millis: 186.511, usercpu_time_millis_testing: 5.813, usercpu_time_millis_training: 180.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6729, f_measure: 0.7551, kb_relative_information_score: -2621.3869, mean_absolute_error: 0.2706, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.9768, scimark_benchmark: 1702.5135, usercpu_time_millis: 217.179, usercpu_time_millis_testing: 12.476, usercpu_time_millis_training: 204.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6898, f_measure: 0.7596, kappa: 0.0184, kb_relative_information_score: -2435.3569, mean_absolute_error: 0.2636, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8042, predictive_accuracy: 0.8326, prior_entropy: 0.6541, recall: 0.8326, relative_absolute_error: 0.9411, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.9662, scimark_benchmark: 1829.4977, usercpu_time_millis: 292.018, usercpu_time_millis_testing: 16.3, usercpu_time_millis_training: 275.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6893, f_measure: 0.7585, kappa: 0.0141, kb_relative_information_score: -2432.4898, mean_absolute_error: 0.2638, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8048, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9419, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3617, root_relative_squared_error: 0.9666, scimark_benchmark: 1730.7008, usercpu_time_millis: 394.848, usercpu_time_millis_testing: 20.37, usercpu_time_millis_training: 374.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7551, kb_relative_information_score: -36.685, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1745.1244, usercpu_time_millis: 29.183, usercpu_time_millis_testing: 2.318, usercpu_time_millis_training: 26.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6651, f_measure: 0.7551, kb_relative_information_score: -3175.0879, mean_absolute_error: 0.269, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9603, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.9767, scimark_benchmark: 1853.3841, usercpu_time_millis: 27.345, usercpu_time_millis_testing: 0.943, usercpu_time_millis_training: 26.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, f_measure: 0.7678, kappa: 0.053, kb_relative_information_score: -2391.7704, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7978, predictive_accuracy: 0.8339, prior_entropy: 0.6541, recall: 0.8339, relative_absolute_error: 0.9293, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.9615, scimark_benchmark: 1832.5979, usercpu_time_millis: 184.946, usercpu_time_millis_testing: 3.826, usercpu_time_millis_training: 181.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6888, f_measure: 0.7587, kappa: 0.0148, kb_relative_information_score: -2605.2934, mean_absolute_error: 0.2625, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7843, predictive_accuracy: 0.8319, prior_entropy: 0.6541, recall: 0.8319, relative_absolute_error: 0.937, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9668, scimark_benchmark: 1840.3077, usercpu_time_millis: 65.344, usercpu_time_millis_testing: 0.867, usercpu_time_millis_training: 64.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6753, f_measure: 0.758, kappa: 0.0118, kb_relative_information_score: -2784.7737, mean_absolute_error: 0.2655, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7787, predictive_accuracy: 0.8317, prior_entropy: 0.6541, recall: 0.8317, relative_absolute_error: 0.9479, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3635, root_relative_squared_error: 0.9714, scimark_benchmark: 1848.7762, usercpu_time_millis: 120.851, usercpu_time_millis_testing: 3.174, usercpu_time_millis_training: 117.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.7692, kappa: 0.059, kb_relative_information_score: -2283.7504, mean_absolute_error: 0.2598, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7976, predictive_accuracy: 0.8341, prior_entropy: 0.6541, recall: 0.8341, relative_absolute_error: 0.9275, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.9621, scimark_benchmark: 1852.0126, usercpu_time_millis: 226.327, usercpu_time_millis_testing: 2.603, usercpu_time_millis_training: 223.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: -45.6506, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1745.9439, usercpu_time_millis: 5.572, usercpu_time_millis_testing: 0.64, usercpu_time_millis_training: 4.932,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.647, f_measure: 0.7551, kb_relative_information_score: -966.0582, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9917, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3715, root_relative_squared_error: 0.9926, scimark_benchmark: 1856.0551, usercpu_time_millis: 46.456, usercpu_time_millis_testing: 6.47, usercpu_time_millis_training: 39.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6907, f_measure: 0.7612, kappa: 0.0253, kb_relative_information_score: -2593.9451, mean_absolute_error: 0.2644, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8073, predictive_accuracy: 0.8331, prior_entropy: 0.6541, recall: 0.8331, relative_absolute_error: 0.9438, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3614, root_relative_squared_error: 0.9656, scimark_benchmark: 1831.6625, usercpu_time_millis: 389.943, usercpu_time_millis_testing: 21.353, usercpu_time_millis_training: 368.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.694, f_measure: 0.7606, kappa: 0.0226, kb_relative_information_score: -2418.1315, mean_absolute_error: 0.2616, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7955, predictive_accuracy: 0.8325, prior_entropy: 0.6541, recall: 0.8325, relative_absolute_error: 0.9338, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3607, root_relative_squared_error: 0.9637, scimark_benchmark: 1742.3513, usercpu_time_millis: 498.585, usercpu_time_millis_testing: 12.633, usercpu_time_millis_training: 485.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1270.7734, usercpu_time_millis: 1.767, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 1.732,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1242.9516, usercpu_time_millis: 1.909, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 1.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1240.8939, usercpu_time_millis: 2.155, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 2.118,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1239.4985, usercpu_time_millis: 2.042, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 2.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1241.408, usercpu_time_millis: 3.192, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 3.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1239.3268, usercpu_time_millis: 1.812, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 1.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1247.0273, usercpu_time_millis: 2.856, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 2.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1264.0295, usercpu_time_millis: 2.558, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 2.487,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1268.0139, usercpu_time_millis: 1.648, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 1.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1244.1509, usercpu_time_millis: 2.335, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 2.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1264.7255, usercpu_time_millis: 1.51, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 1.477,

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