OpenML
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 6566 Supervised Classification Internet-Advertisements 25422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.9708, kappa: 0.8762, kb_relative_information_score: 2600.2965, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9708, predictive_accuracy: 0.9713, prior_entropy: 0.5848, recall: 0.9713, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.4387, scimark_benchmark: 1789.9773, usercpu_time_millis: 5358.994, usercpu_time_millis_testing: 1.955, usercpu_time_millis_training: 5357.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.971, kappa: 0.8774, kb_relative_information_score: 2582.0948, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9712, predictive_accuracy: 0.9716, prior_entropy: 0.5848, recall: 0.9716, relative_absolute_error: 0.186, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1538, root_relative_squared_error: 0.4434, scimark_benchmark: 1823.9279, usercpu_time_millis: 4876.55, usercpu_time_millis_testing: 1.965, usercpu_time_millis_training: 4874.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.958, kappa: 0.8269, kb_relative_information_score: 2278.7586, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9584, predictive_accuracy: 0.9576, prior_entropy: 0.5848, recall: 0.9576, relative_absolute_error: 0.2758, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.5356, scimark_benchmark: 1840.8272, usercpu_time_millis: 2101.869, usercpu_time_millis_testing: 1.069, usercpu_time_millis_training: 2100.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9596, kappa: 0.8332, kb_relative_information_score: 2316.1591, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9599, predictive_accuracy: 0.9594, prior_entropy: 0.5848, recall: 0.9594, relative_absolute_error: 0.2668, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1747, root_relative_squared_error: 0.5035, scimark_benchmark: 1737.9552, usercpu_time_millis: 1757.69, usercpu_time_millis_testing: 1.569, usercpu_time_millis_training: 1756.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9706, f_measure: 0.9702, kappa: 0.8738, kb_relative_information_score: 2572.0929, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9702, predictive_accuracy: 0.9707, prior_entropy: 0.5848, recall: 0.9707, relative_absolute_error: 0.187, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.4454, scimark_benchmark: 1830.0121, usercpu_time_millis: 1687.73, usercpu_time_millis_testing: 0.966, usercpu_time_millis_training: 1686.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9737, kappa: 0.8892, kb_relative_information_score: 2610.9705, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9737, predictive_accuracy: 0.9741, prior_entropy: 0.5848, recall: 0.9741, relative_absolute_error: 0.1802, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.4246, scimark_benchmark: 1830.2412, usercpu_time_millis: 1578.14, usercpu_time_millis_testing: 1.367, usercpu_time_millis_training: 1576.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9702, kappa: 0.8745, kb_relative_information_score: 2375.0895, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9702, predictive_accuracy: 0.9707, prior_entropy: 0.5848, recall: 0.9707, relative_absolute_error: 0.2533, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.4664, scimark_benchmark: 1741.0755, usercpu_time_millis: 1562.39, usercpu_time_millis_testing: 3.297, usercpu_time_millis_training: 1559.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9752, kappa: 0.895, kb_relative_information_score: 2613.8185, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9753, predictive_accuracy: 0.9756, prior_entropy: 0.5848, recall: 0.9756, relative_absolute_error: 0.1882, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.4113, scimark_benchmark: 1752.141, usercpu_time_millis: 1157.562, usercpu_time_millis_testing: 3.683, usercpu_time_millis_training: 1153.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9562, kappa: 0.8161, kb_relative_information_score: 2245.5111, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9559, predictive_accuracy: 0.9567, prior_entropy: 0.5848, recall: 0.9567, relative_absolute_error: 0.3056, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.5133, scimark_benchmark: 1786.6309, usercpu_time_millis: 493.499, usercpu_time_millis_testing: 1.552, usercpu_time_millis_training: 491.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.974, kappa: 0.8906, kb_relative_information_score: 2659.9686, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.974, predictive_accuracy: 0.9744, prior_entropy: 0.5848, recall: 0.9744, relative_absolute_error: 0.1637, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.4182, scimark_benchmark: 1832.8181, usercpu_time_millis: 385.556, usercpu_time_millis_testing: 0.737, usercpu_time_millis_training: 384.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9731, kappa: 0.8864, kb_relative_information_score: 2616.8225, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.973, predictive_accuracy: 0.9735, prior_entropy: 0.5848, recall: 0.9735, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.4246, scimark_benchmark: 1804.3508, usercpu_time_millis: 381.301, usercpu_time_millis_testing: 0.761, usercpu_time_millis_training: 380.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9743, kappa: 0.892, kb_relative_information_score: 2656.4578, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9743, predictive_accuracy: 0.9747, prior_entropy: 0.5848, recall: 0.9747, relative_absolute_error: 0.1693, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.4059, scimark_benchmark: 1842.8772, usercpu_time_millis: 333.941, usercpu_time_millis_testing: 1.062, usercpu_time_millis_training: 332.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9742, kappa: 0.8906, kb_relative_information_score: 2554.6604, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9743, predictive_accuracy: 0.9747, prior_entropy: 0.5848, recall: 0.9747, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.149, root_relative_squared_error: 0.4296, scimark_benchmark: 1818.0133, usercpu_time_millis: 251.118, usercpu_time_millis_testing: 1.642, usercpu_time_millis_training: 249.476,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9592, kappa: 0.8309, kb_relative_information_score: 2279.2412, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9593, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.2839, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.5168, scimark_benchmark: 1798.5454, usercpu_time_millis: 180.856, usercpu_time_millis_testing: 0.713, usercpu_time_millis_training: 180.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.97, kappa: 0.8738, kb_relative_information_score: 2447.8947, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9699, predictive_accuracy: 0.9704, prior_entropy: 0.5848, recall: 0.9704, relative_absolute_error: 0.2218, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.4619, scimark_benchmark: 1831.9204, usercpu_time_millis: 132.081, usercpu_time_millis_testing: 0.554, usercpu_time_millis_training: 131.527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.968, kappa: 0.8645, kb_relative_information_score: 2506.459, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.968, predictive_accuracy: 0.9686, prior_entropy: 0.5848, recall: 0.9686, relative_absolute_error: 0.2164, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.454, scimark_benchmark: 1831.4174, usercpu_time_millis: 13.601, usercpu_time_millis_testing: 0.571, usercpu_time_millis_training: 13.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -1.7686, mean_absolute_error: 0.2409, 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: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1824.4359, usercpu_time_millis: 5.774, usercpu_time_millis_testing: 1.005, usercpu_time_millis_training: 4.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: 0.1974, 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: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1820.5607, usercpu_time_millis: 6.977, usercpu_time_millis_testing: 1.101, usercpu_time_millis_training: 5.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.958, kappa: 0.8269, kb_relative_information_score: 2280.4302, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9584, predictive_accuracy: 0.9576, prior_entropy: 0.5848, recall: 0.9576, relative_absolute_error: 0.2756, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.5347, scimark_benchmark: 1706.0196, usercpu_time_millis: 9982.597, usercpu_time_millis_testing: 3.974, usercpu_time_millis_training: 9978.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.9707, kappa: 0.876, kb_relative_information_score: 2573.8563, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9708, predictive_accuracy: 0.9713, prior_entropy: 0.5848, recall: 0.9713, relative_absolute_error: 0.1874, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.4474, scimark_benchmark: 1898.448, usercpu_time_millis: 10068.321, usercpu_time_millis_testing: 2.903, usercpu_time_millis_training: 10065.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.958, kappa: 0.8269, kb_relative_information_score: 2276.5318, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9584, predictive_accuracy: 0.9576, prior_entropy: 0.5848, recall: 0.9576, relative_absolute_error: 0.2765, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.54, scimark_benchmark: 1761.4742, usercpu_time_millis: 8200.93, usercpu_time_millis_testing: 2.927, usercpu_time_millis_training: 8198.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9702, kappa: 0.8738, kb_relative_information_score: 2565.9648, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9702, predictive_accuracy: 0.9707, prior_entropy: 0.5848, recall: 0.9707, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.448, scimark_benchmark: 1784.7708, usercpu_time_millis: 5133.683, usercpu_time_millis_testing: 2.486, usercpu_time_millis_training: 5131.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.9698, kappa: 0.8724, kb_relative_information_score: 2595.4457, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9699, predictive_accuracy: 0.9704, prior_entropy: 0.5848, recall: 0.9704, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1539, root_relative_squared_error: 0.4435, scimark_benchmark: 1819.4779, usercpu_time_millis: 4760.612, usercpu_time_millis_testing: 2.572, usercpu_time_millis_training: 4758.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9756, kappa: 0.8972, kb_relative_information_score: 2668.9333, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9756, predictive_accuracy: 0.9759, prior_entropy: 0.5848, recall: 0.9759, relative_absolute_error: 0.1617, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.141, root_relative_squared_error: 0.4064, scimark_benchmark: 1960.2048, usercpu_time_millis: 3869.481, usercpu_time_millis_testing: 3.904, usercpu_time_millis_training: 3865.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9768, kappa: 0.9026, kb_relative_information_score: 2683.6744, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9768, predictive_accuracy: 0.9771, prior_entropy: 0.5848, recall: 0.9771, relative_absolute_error: 0.1526, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.4115, scimark_benchmark: 1841.8651, usercpu_time_millis: 3629.005, usercpu_time_millis_testing: 2.51, usercpu_time_millis_training: 3626.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9741, kappa: 0.8912, kb_relative_information_score: 2699.5689, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.974, predictive_accuracy: 0.9744, prior_entropy: 0.5848, recall: 0.9744, relative_absolute_error: 0.1496, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.4138, scimark_benchmark: 1808.619, usercpu_time_millis: 3011.635, usercpu_time_millis_testing: 2.523, usercpu_time_millis_training: 3009.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9723, kappa: 0.8827, kb_relative_information_score: 2522.2049, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9724, predictive_accuracy: 0.9729, prior_entropy: 0.5848, recall: 0.9729, relative_absolute_error: 0.2089, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1538, root_relative_squared_error: 0.4432, scimark_benchmark: 1734.4714, usercpu_time_millis: 3275.174, usercpu_time_millis_testing: 3.394, usercpu_time_millis_training: 3271.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.974, kappa: 0.8906, kb_relative_information_score: 2655.5147, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.974, predictive_accuracy: 0.9744, prior_entropy: 0.5848, recall: 0.9744, relative_absolute_error: 0.1658, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1442, root_relative_squared_error: 0.4157, scimark_benchmark: 1784.616, usercpu_time_millis: 3104.407, usercpu_time_millis_testing: 2.71, usercpu_time_millis_training: 3101.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.9596, kappa: 0.8326, kb_relative_information_score: 2293.077, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9597, predictive_accuracy: 0.9594, prior_entropy: 0.5848, recall: 0.9594, relative_absolute_error: 0.2784, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.5152, scimark_benchmark: 1733.3109, usercpu_time_millis: 2790.109, usercpu_time_millis_testing: 2.877, usercpu_time_millis_training: 2787.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.9588, kappa: 0.8299, kb_relative_information_score: 2287.4332, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9591, predictive_accuracy: 0.9585, prior_entropy: 0.5848, recall: 0.9585, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1823, root_relative_squared_error: 0.5253, scimark_benchmark: 1682.9487, usercpu_time_millis: 2662.428, usercpu_time_millis_testing: 1.895, usercpu_time_millis_training: 2660.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9694, kappa: 0.8714, kb_relative_information_score: 2403.5896, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9693, predictive_accuracy: 0.9698, prior_entropy: 0.5848, recall: 0.9698, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.162, root_relative_squared_error: 0.4668, scimark_benchmark: 1718.4788, usercpu_time_millis: 2330.344, usercpu_time_millis_testing: 1.651, usercpu_time_millis_training: 2328.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9747, kappa: 0.8938, kb_relative_information_score: 2661.0757, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9746, predictive_accuracy: 0.975, prior_entropy: 0.5848, recall: 0.975, relative_absolute_error: 0.1607, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.414, scimark_benchmark: 1783.1238, usercpu_time_millis: 1615.593, usercpu_time_millis_testing: 1.601, usercpu_time_millis_training: 1613.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.9592, kappa: 0.8322, kb_relative_information_score: 2264.1134, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9597, predictive_accuracy: 0.9588, prior_entropy: 0.5848, recall: 0.9588, relative_absolute_error: 0.287, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.5025, scimark_benchmark: 1750.7834, usercpu_time_millis: 1392.317, usercpu_time_millis_testing: 2.507, usercpu_time_millis_training: 1389.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9752, kappa: 0.8956, kb_relative_information_score: 2633.4262, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9752, predictive_accuracy: 0.9756, prior_entropy: 0.5848, recall: 0.9756, relative_absolute_error: 0.1775, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.4074, scimark_benchmark: 1732.1478, usercpu_time_millis: 1157.104, usercpu_time_millis_testing: 2.937, usercpu_time_millis_training: 1154.167,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9759, kappa: 0.8986, kb_relative_information_score: 2672.9819, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9759, predictive_accuracy: 0.9762, prior_entropy: 0.5848, recall: 0.9762, relative_absolute_error: 0.1571, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.4112, scimark_benchmark: 1729.728, usercpu_time_millis: 2325.083, usercpu_time_millis_testing: 1.813, usercpu_time_millis_training: 2323.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.9732, kappa: 0.8877, kb_relative_information_score: 2693.1839, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9731, predictive_accuracy: 0.9735, prior_entropy: 0.5848, recall: 0.9735, relative_absolute_error: 0.1442, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.4367, scimark_benchmark: 1753.3732, usercpu_time_millis: 2260.571, usercpu_time_millis_testing: 1.239, usercpu_time_millis_training: 2259.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9724, kappa: 0.8833, kb_relative_information_score: 2583.131, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9724, predictive_accuracy: 0.9729, prior_entropy: 0.5848, recall: 0.9729, relative_absolute_error: 0.192, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.4345, scimark_benchmark: 1709.519, usercpu_time_millis: 2027.41, usercpu_time_millis_testing: 1.918, usercpu_time_millis_training: 2025.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9599, kappa: 0.8343, kb_relative_information_score: 2277.0215, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9601, predictive_accuracy: 0.9597, prior_entropy: 0.5848, recall: 0.9597, relative_absolute_error: 0.2815, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.5079, scimark_benchmark: 735.8936, usercpu_time_millis: 2758.905, usercpu_time_millis_testing: 4.525, usercpu_time_millis_training: 2754.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.9759, kappa: 0.8986, kb_relative_information_score: 2670.2623, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9759, predictive_accuracy: 0.9762, prior_entropy: 0.5848, recall: 0.9762, relative_absolute_error: 0.1569, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.414, scimark_benchmark: 1733.7613, usercpu_time_millis: 1917.864, usercpu_time_millis_testing: 1.554, usercpu_time_millis_training: 1916.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9642, kappa: 0.8472, kb_relative_information_score: 2439.1586, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9645, predictive_accuracy: 0.9652, prior_entropy: 0.5848, recall: 0.9652, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1662, root_relative_squared_error: 0.4789, scimark_benchmark: 1832.0661, usercpu_time_millis: 1914.337, usercpu_time_millis_testing: 2.437, usercpu_time_millis_training: 1911.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9708, kappa: 0.8764, kb_relative_information_score: 2552.6169, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9708, predictive_accuracy: 0.9713, prior_entropy: 0.5848, recall: 0.9713, relative_absolute_error: 0.1963, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.4474, scimark_benchmark: 1825.6288, usercpu_time_millis: 2670.806, usercpu_time_millis_testing: 1.941, usercpu_time_millis_training: 2668.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9756, kappa: 0.8976, kb_relative_information_score: 2677.1742, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9756, predictive_accuracy: 0.9759, prior_entropy: 0.5848, recall: 0.9759, relative_absolute_error: 0.1525, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1441, root_relative_squared_error: 0.4154, scimark_benchmark: 2045.7706, usercpu_time_millis: 2462.697, usercpu_time_millis_testing: 1.482, usercpu_time_millis_training: 2461.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9708, kappa: 0.8762, kb_relative_information_score: 2581.4014, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9708, predictive_accuracy: 0.9713, prior_entropy: 0.5848, recall: 0.9713, relative_absolute_error: 0.1877, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.4347, scimark_benchmark: 1750.4323, usercpu_time_millis: 1545.9, usercpu_time_millis_testing: 1.94, usercpu_time_millis_training: 1543.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9688, kappa: 0.8675, kb_relative_information_score: 2527.0202, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.969, predictive_accuracy: 0.9695, prior_entropy: 0.5848, recall: 0.9695, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.4474, scimark_benchmark: 1176.2936, usercpu_time_millis: 1432.701, usercpu_time_millis_testing: 3.179, usercpu_time_millis_training: 1429.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9715, kappa: 0.88, kb_relative_information_score: 2414.049, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9715, predictive_accuracy: 0.9719, prior_entropy: 0.5848, recall: 0.9719, relative_absolute_error: 0.2326, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.158, root_relative_squared_error: 0.4553, scimark_benchmark: 1841.8022, usercpu_time_millis: 1920.914, usercpu_time_millis_testing: 2.499, usercpu_time_millis_training: 1918.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9755, kappa: 0.8966, kb_relative_information_score: 2642.9998, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9756, predictive_accuracy: 0.9759, prior_entropy: 0.5848, recall: 0.9759, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1422, root_relative_squared_error: 0.4097, scimark_benchmark: 1860.2134, usercpu_time_millis: 1119.489, usercpu_time_millis_testing: 2.361, usercpu_time_millis_training: 1117.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9751, kappa: 0.8948, kb_relative_information_score: 2564.9449, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9753, predictive_accuracy: 0.9756, prior_entropy: 0.5848, recall: 0.9756, relative_absolute_error: 0.2053, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1454, root_relative_squared_error: 0.4192, scimark_benchmark: 1180.9418, usercpu_time_millis: 969.229, usercpu_time_millis_testing: 4.994, usercpu_time_millis_training: 964.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.977, kappa: 0.9027, kb_relative_information_score: 2649.3761, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9772, predictive_accuracy: 0.9774, prior_entropy: 0.5848, recall: 0.9774, relative_absolute_error: 0.1765, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.4038, scimark_benchmark: 1751.871, usercpu_time_millis: 961.597, usercpu_time_millis_testing: 2.956, usercpu_time_millis_training: 958.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.972, kappa: 0.8815, kb_relative_information_score: 2531.3615, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9721, predictive_accuracy: 0.9726, prior_entropy: 0.5848, recall: 0.9726, relative_absolute_error: 0.2063, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.444, scimark_benchmark: 1733.4264, usercpu_time_millis: 842.091, usercpu_time_millis_testing: 1.78, usercpu_time_millis_training: 840.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.971, kappa: 0.8774, kb_relative_information_score: 2592.1561, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9712, predictive_accuracy: 0.9716, prior_entropy: 0.5848, recall: 0.9716, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.4348, scimark_benchmark: 1776.3983, usercpu_time_millis: 696.467, usercpu_time_millis_testing: 1.12, usercpu_time_millis_training: 695.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9711, kappa: 0.8776, kb_relative_information_score: 2381.962, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9712, predictive_accuracy: 0.9716, prior_entropy: 0.5848, recall: 0.9716, relative_absolute_error: 0.258, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.4616, scimark_benchmark: 1846.3057, usercpu_time_millis: 642.419, usercpu_time_millis_testing: 2.261, usercpu_time_millis_training: 640.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9767, kappa: 0.9019, kb_relative_information_score: 2658.2297, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9768, predictive_accuracy: 0.9771, prior_entropy: 0.5848, recall: 0.9771, relative_absolute_error: 0.1711, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1382, root_relative_squared_error: 0.3983, scimark_benchmark: 1860.2048, usercpu_time_millis: 536.863, usercpu_time_millis_testing: 2.086, usercpu_time_millis_training: 534.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9737, kappa: 0.8892, kb_relative_information_score: 2360.765, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9737, predictive_accuracy: 0.9741, prior_entropy: 0.5848, recall: 0.9741, relative_absolute_error: 0.2562, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.461, scimark_benchmark: 1843.3311, usercpu_time_millis: 386.169, usercpu_time_millis_testing: 1.519, usercpu_time_millis_training: 384.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.9605, kappa: 0.8368, kb_relative_information_score: 2244.3513, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9607, predictive_accuracy: 0.9604, prior_entropy: 0.5848, recall: 0.9604, relative_absolute_error: 0.297, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.5006, scimark_benchmark: 1839.282, usercpu_time_millis: 361.53, usercpu_time_millis_testing: 0.963, usercpu_time_millis_training: 360.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.9703, kappa: 0.8747, kb_relative_information_score: 2450.4384, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9702, predictive_accuracy: 0.9707, prior_entropy: 0.5848, recall: 0.9707, relative_absolute_error: 0.2243, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.4561, scimark_benchmark: 1757.1582, usercpu_time_millis: 297.531, usercpu_time_millis_testing: 0.672, usercpu_time_millis_training: 296.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.972, kappa: 0.8815, kb_relative_information_score: 2478.2803, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9721, predictive_accuracy: 0.9726, prior_entropy: 0.5848, recall: 0.9726, relative_absolute_error: 0.2294, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.4492, scimark_benchmark: 1852.4008, usercpu_time_millis: 953.166, usercpu_time_millis_testing: 2.384, usercpu_time_millis_training: 950.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.9559, kappa: 0.8163, kb_relative_information_score: 2271.8825, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9558, predictive_accuracy: 0.9561, prior_entropy: 0.5848, recall: 0.9561, relative_absolute_error: 0.289, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1823, root_relative_squared_error: 0.5255, scimark_benchmark: 1855.3573, usercpu_time_millis: 175.882, usercpu_time_millis_testing: 0.647, usercpu_time_millis_training: 175.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9652, kappa: 0.8497, kb_relative_information_score: 2187.0587, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9669, predictive_accuracy: 0.9668, prior_entropy: 0.5848, recall: 0.9668, relative_absolute_error: 0.3437, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.5147, scimark_benchmark: 1733.7613, usercpu_time_millis: 139.992, usercpu_time_millis_testing: 2.196, usercpu_time_millis_training: 137.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9752, kappa: 0.8952, kb_relative_information_score: 2634.3102, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9753, predictive_accuracy: 0.9756, prior_entropy: 0.5848, recall: 0.9756, relative_absolute_error: 0.1767, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.144, root_relative_squared_error: 0.415, scimark_benchmark: 1852.4008, usercpu_time_millis: 126.282, usercpu_time_millis_testing: 0.613, usercpu_time_millis_training: 125.669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.9555, kappa: 0.8128, kb_relative_information_score: 2252.6301, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9552, predictive_accuracy: 0.9561, prior_entropy: 0.5848, recall: 0.9561, relative_absolute_error: 0.3005, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.5222, scimark_benchmark: 1825.3912, usercpu_time_millis: 66.11, usercpu_time_millis_testing: 0.626, usercpu_time_millis_training: 65.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9727, kappa: 0.8848, kb_relative_information_score: 2413.4225, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9727, predictive_accuracy: 0.9732, prior_entropy: 0.5848, recall: 0.9732, relative_absolute_error: 0.2397, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1564, root_relative_squared_error: 0.4509, scimark_benchmark: 1758.2642, usercpu_time_millis: 48.758, usercpu_time_millis_testing: 0.62, usercpu_time_millis_training: 48.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.974, kappa: 0.8906, kb_relative_information_score: 2651.3167, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.974, predictive_accuracy: 0.9744, prior_entropy: 0.5848, recall: 0.9744, relative_absolute_error: 0.1683, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1421, root_relative_squared_error: 0.4097, scimark_benchmark: 1718.8164, usercpu_time_millis: 798.888, usercpu_time_millis_testing: 1.857, usercpu_time_millis_training: 797.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -2.375, 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: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 4.041, usercpu_time_millis_testing: 0.679, usercpu_time_millis_training: 3.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -10.9277, mean_absolute_error: 0.241, 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: 1.0003, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1731.5003, usercpu_time_millis: 3.364, usercpu_time_millis_testing: 0.586, usercpu_time_millis_training: 2.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9767, kappa: 0.9013, kb_relative_information_score: 2647.4759, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9769, predictive_accuracy: 0.9771, prior_entropy: 0.5848, recall: 0.9771, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.3968, scimark_benchmark: 1847.6772, usercpu_time_millis: 732.56, usercpu_time_millis_testing: 2.95, usercpu_time_millis_training: 729.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9576, kappa: 0.8229, kb_relative_information_score: 2296.6017, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9574, predictive_accuracy: 0.9579, prior_entropy: 0.5848, recall: 0.9579, relative_absolute_error: 0.2829, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.5, scimark_benchmark: 1845.8518, usercpu_time_millis: 697.207, usercpu_time_millis_testing: 2.294, usercpu_time_millis_training: 694.913,

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