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: 0.6418, f_measure: 0.7577, kappa: 0.0107, kb_relative_information_score: -3333.1364, mean_absolute_error: 0.2713, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.816, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9686, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.9823, scimark_benchmark: 1268.9448, usercpu_time_millis: 485.509, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 485.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7124, f_measure: 0.7813, kappa: 0.111, kb_relative_information_score: -773.6418, mean_absolute_error: 0.2513, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8042, predictive_accuracy: 0.8369, prior_entropy: 0.6541, recall: 0.8369, relative_absolute_error: 0.8972, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.952, scimark_benchmark: 1290.3428, usercpu_time_millis: 4914.138, usercpu_time_millis_testing: 111.899, usercpu_time_millis_training: 4802.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.7577, kappa: 0.0106, kb_relative_information_score: -3376.414, 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: 0.3677, root_relative_squared_error: 0.9826, scimark_benchmark: 1264.5023, usercpu_time_millis: 252.521, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 252.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3393.4156, 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: 1296.1602, usercpu_time_millis: 1069.574, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 1069.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6314, f_measure: 0.757, kappa: 0.0078, kb_relative_information_score: -3434.595, mean_absolute_error: 0.2737, 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: 0.9772, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3686, root_relative_squared_error: 0.9848, scimark_benchmark: 1265.7197, usercpu_time_millis: 471.781, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 471.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3438.4239, mean_absolute_error: 0.2702, 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: 0.9645, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.9816, scimark_benchmark: 1289.2019, usercpu_time_millis: 130.908, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 130.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6309, f_measure: 0.7572, kappa: 0.0085, kb_relative_information_score: -2055.9687, mean_absolute_error: 0.2741, 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: 0.9785, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3694, root_relative_squared_error: 0.9871, scimark_benchmark: 1288.6754, usercpu_time_millis: 1105.835, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 1105.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6403, f_measure: 0.7577, kappa: 0.0106, kb_relative_information_score: -3404.3046, mean_absolute_error: 0.2712, 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: 0.9681, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.9825, scimark_benchmark: 1264.7124, usercpu_time_millis: 1034.816, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 1034.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.641, f_measure: 0.7578, kappa: 0.0109, kb_relative_information_score: -3436.8914, mean_absolute_error: 0.271, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8148, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.9824, scimark_benchmark: 1267.11, usercpu_time_millis: 764.756, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 764.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6445, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3441.2725, mean_absolute_error: 0.2706, 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: 0.9659, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.9818, scimark_benchmark: 1294.1401, usercpu_time_millis: 747.116, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 747.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.641, f_measure: 0.7575, kappa: 0.0096, kb_relative_information_score: -2217.6596, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8185, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.974, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3685, root_relative_squared_error: 0.9846, scimark_benchmark: 1235.642, usercpu_time_millis: 247.932, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 247.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6357, f_measure: 0.7575, kappa: 0.0098, kb_relative_information_score: -3332.8212, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.815, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9721, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.9837, scimark_benchmark: 1260.2657, usercpu_time_millis: 1051.218, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1051.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6434, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3510.4735, mean_absolute_error: 0.2706, 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: 0.9661, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.9819, scimark_benchmark: 1291.0657, usercpu_time_millis: 599.807, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 599.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3430.99, 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: 1270.0088, usercpu_time_millis: 672.347, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 672.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7152, f_measure: 0.7853, kappa: 0.1284, kb_relative_information_score: -339.3732, mean_absolute_error: 0.2482, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.807, predictive_accuracy: 0.8381, prior_entropy: 0.6541, recall: 0.8381, relative_absolute_error: 0.8859, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3555, root_relative_squared_error: 0.95, scimark_benchmark: 1291.9765, usercpu_time_millis: 4520.663, usercpu_time_millis_testing: 115.98, usercpu_time_millis_training: 4404.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7079, f_measure: 0.7674, kappa: 0.051, kb_relative_information_score: -1431.8371, mean_absolute_error: 0.2566, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7995, predictive_accuracy: 0.8339, prior_entropy: 0.6541, recall: 0.8339, relative_absolute_error: 0.916, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.9564, scimark_benchmark: 1286.0223, usercpu_time_millis: 2217.717, usercpu_time_millis_testing: 46.359, usercpu_time_millis_training: 2171.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6381, f_measure: 0.7577, kappa: 0.0106, kb_relative_information_score: -3323.6685, mean_absolute_error: 0.2718, 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: 0.9702, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.9831, scimark_benchmark: 1270.959, usercpu_time_millis: 302.089, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 302.026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.638, f_measure: 0.7577, kappa: 0.0106, kb_relative_information_score: -3323.777, mean_absolute_error: 0.2716, 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: 0.9696, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.9831, scimark_benchmark: 1259.6277, usercpu_time_millis: 221.211, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 221.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.702, f_measure: 0.7703, kappa: 0.0641, kb_relative_information_score: -1447.2023, mean_absolute_error: 0.2567, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7919, predictive_accuracy: 0.8335, prior_entropy: 0.6541, recall: 0.8335, relative_absolute_error: 0.9163, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3588, root_relative_squared_error: 0.9587, scimark_benchmark: 1265.1562, usercpu_time_millis: 1974.873, usercpu_time_millis_testing: 29.102, usercpu_time_millis_training: 1945.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6933, f_measure: 0.7551, kb_relative_information_score: -2412.7754, mean_absolute_error: 0.2711, 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: 0.9679, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3632, root_relative_squared_error: 0.9706, scimark_benchmark: 1285.9388, usercpu_time_millis: 2278.726, usercpu_time_millis_testing: 42.545, usercpu_time_millis_training: 2236.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6955, f_measure: 0.765, kappa: 0.0413, kb_relative_information_score: -1929.6718, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7917, predictive_accuracy: 0.8329, prior_entropy: 0.6541, recall: 0.8329, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9626, scimark_benchmark: 1268.6998, usercpu_time_millis: 1797.027, usercpu_time_millis_testing: 28.593, usercpu_time_millis_training: 1768.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6374, f_measure: 0.7577, kappa: 0.0108, kb_relative_information_score: -3325.198, mean_absolute_error: 0.2719, 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: 0.9707, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.368, root_relative_squared_error: 0.9833, scimark_benchmark: 1269.9018, usercpu_time_millis: 490.865, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 490.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6425, f_measure: 0.7578, kappa: 0.0112, kb_relative_information_score: -3459.3872, mean_absolute_error: 0.2709, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8174, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9672, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.9821, scimark_benchmark: 1292.5338, usercpu_time_millis: 974.599, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 974.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6308, f_measure: 0.7568, kappa: 0.0069, kb_relative_information_score: -3409.6286, mean_absolute_error: 0.2735, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8183, predictive_accuracy: 0.8321, prior_entropy: 0.6541, recall: 0.8321, relative_absolute_error: 0.9763, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3686, root_relative_squared_error: 0.985, scimark_benchmark: 1248.7333, usercpu_time_millis: 661.934, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 661.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.713, f_measure: 0.7774, kappa: 0.0938, kb_relative_information_score: -1048.1793, mean_absolute_error: 0.2535, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8047, predictive_accuracy: 0.8363, prior_entropy: 0.6541, recall: 0.8363, relative_absolute_error: 0.9049, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.952, scimark_benchmark: 1276.5052, usercpu_time_millis: 2696.192, usercpu_time_millis_testing: 44.242, usercpu_time_millis_training: 2651.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6851, f_measure: 0.7873, kappa: 0.1472, kb_relative_information_score: -779.8394, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7833, predictive_accuracy: 0.8284, prior_entropy: 0.6541, recall: 0.8284, relative_absolute_error: 0.8722, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.9777, scimark_benchmark: 1251.1661, usercpu_time_millis: 391.077, usercpu_time_millis_testing: 3.385, usercpu_time_millis_training: 387.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6031, f_measure: 0.7552, kappa: 0.0005, kb_relative_information_score: -3820.0849, mean_absolute_error: 0.2783, 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: 0.9934, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3709, root_relative_squared_error: 0.9912, scimark_benchmark: 1277.7918, usercpu_time_millis: 179.438, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 179.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6401, f_measure: 0.7577, kappa: 0.0106, kb_relative_information_score: -3350.1491, mean_absolute_error: 0.2712, 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: 0.968, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.9826, scimark_benchmark: 1278.2454, usercpu_time_millis: 50.276, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 50.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7119, f_measure: 0.7736, kappa: 0.0773, kb_relative_information_score: -1127.9191, mean_absolute_error: 0.2552, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8079, predictive_accuracy: 0.836, prior_entropy: 0.6541, recall: 0.836, relative_absolute_error: 0.9111, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3567, root_relative_squared_error: 0.9532, scimark_benchmark: 1288.4573, usercpu_time_millis: 4993.65, usercpu_time_millis_testing: 79.601, usercpu_time_millis_training: 4914.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7578, kappa: 0.011, kb_relative_information_score: -3068.373, mean_absolute_error: 0.2708, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8186, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9667, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.9819, scimark_benchmark: 1273.1465, usercpu_time_millis: 883.748, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 883.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6452, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3393.5124, 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: 1272.7651, usercpu_time_millis: 913.117, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 913.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6429, f_measure: 0.7574, kappa: 0.0096, kb_relative_information_score: -2793.6457, mean_absolute_error: 0.2724, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8163, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.983, scimark_benchmark: 1269.576, usercpu_time_millis: 221.275, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 221.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6452, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3390.5391, 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: 1241.1872, usercpu_time_millis: 298.868, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 298.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6303, f_measure: 0.7639, kappa: 0.1332, kb_relative_information_score: -3418.8777, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7575, predictive_accuracy: 0.7712, prior_entropy: 0.6541, recall: 0.7712, relative_absolute_error: 0.8777, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.4329, root_relative_squared_error: 1.1568, scimark_benchmark: 1244.3838, usercpu_time_millis: 2204.023, usercpu_time_millis_testing: 55.151, usercpu_time_millis_training: 2148.872,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3393.5766, 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: 1264.8087, usercpu_time_millis: 810.931, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 810.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6379, f_measure: 0.7577, kappa: 0.0106, kb_relative_information_score: -3274.4228, mean_absolute_error: 0.2716, 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: 0.9697, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.9832, scimark_benchmark: 1275.7977, usercpu_time_millis: 38.606, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 38.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3392.2004, 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: 1253.309, usercpu_time_millis: 837.038, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 836.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7135, f_measure: 0.7737, kappa: 0.078, kb_relative_information_score: -1058.7738, mean_absolute_error: 0.2548, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8063, predictive_accuracy: 0.8358, prior_entropy: 0.6541, recall: 0.8358, relative_absolute_error: 0.9097, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3564, root_relative_squared_error: 0.9523, scimark_benchmark: 1274.5359, usercpu_time_millis: 2756.502, usercpu_time_millis_testing: 46.527, usercpu_time_millis_training: 2709.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6452, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3378.9006, 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: 0.3674, root_relative_squared_error: 0.9816, scimark_benchmark: 1276.2041, usercpu_time_millis: 876.491, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 876.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6435, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3429.8407, mean_absolute_error: 0.2708, 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: 0.9666, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.9819, scimark_benchmark: 1277.3218, usercpu_time_millis: 113.931, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 113.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3389.8093, mean_absolute_error: 0.2702, 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: 0.9646, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.9816, scimark_benchmark: 1253.1655, usercpu_time_millis: 655.442, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 655.373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3399.4899, 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: 1255.0313, usercpu_time_millis: 985.131, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 985.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6279, f_measure: 0.7565, kappa: 0.0058, kb_relative_information_score: -3443.764, mean_absolute_error: 0.274, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8195, predictive_accuracy: 0.832, prior_entropy: 0.6541, recall: 0.832, relative_absolute_error: 0.9783, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3689, root_relative_squared_error: 0.9858, scimark_benchmark: 1278.3462, usercpu_time_millis: 673.018, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 672.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6364, f_measure: 0.7577, kappa: 0.0105, kb_relative_information_score: -3316.251, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8172, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.971, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.9835, scimark_benchmark: 1249.5563, usercpu_time_millis: 308.276, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 308.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.645, f_measure: 0.7579, kappa: 0.0113, kb_relative_information_score: -2890.9353, mean_absolute_error: 0.271, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8144, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.9821, scimark_benchmark: 1267.2842, usercpu_time_millis: 900.653, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 900.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6452, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3373.5056, 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: 1273.3307, usercpu_time_millis: 870.773, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 870.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6874, f_measure: 0.7562, kappa: 0.0045, kb_relative_information_score: -20840.6781, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.831, predictive_accuracy: 0.832, prior_entropy: 0.6541, recall: 0.832, relative_absolute_error: 1.1765, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3757, root_relative_squared_error: 1.0038, scimark_benchmark: 1267.3117, usercpu_time_millis: 373.468, usercpu_time_millis_testing: 5.762, usercpu_time_millis_training: 367.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6739, f_measure: 0.7551, kb_relative_information_score: -2703.0051, mean_absolute_error: 0.2729, 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: 0.9742, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3653, root_relative_squared_error: 0.9761, scimark_benchmark: 1255.7855, usercpu_time_millis: 1355.336, usercpu_time_millis_testing: 12.911, usercpu_time_millis_training: 1342.425,
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: 1246.5341, usercpu_time_millis: 1.501, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 1.456,
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: 1269.3042, usercpu_time_millis: 1.67, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 1.638,
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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: 1243.9605, usercpu_time_millis: 1.629, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 1.592,
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: 1246.7973, usercpu_time_millis: 1.538, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 1.493,
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: 1268.2333, usercpu_time_millis: 3.425, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 3.378,
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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: 1268.722, usercpu_time_millis: 2.775, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 2.729,
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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: 1262.2854, usercpu_time_millis: 2.289, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 2.249,
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: 1243.2107, usercpu_time_millis: 1.783, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 1.751,
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: 1244.3891, usercpu_time_millis: 1.439, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 1.402,
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: 1251.9075, usercpu_time_millis: 1.646, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 1.606,
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: 1245.2203, usercpu_time_millis: 1.415, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 1.381,
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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: 1257.9306, usercpu_time_millis: 2.883, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 2.788,
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: 1246.4823, usercpu_time_millis: 1.565, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 1.531,
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: 1268.5909, usercpu_time_millis: 2.687, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 2.632,

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