OpenML
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 145953 Supervised Classification kr-vs-kp 96152 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1852.5862, usercpu_time_millis: 0.794, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 0.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.97, kappa: 0.9398, kb_relative_information_score: 2847.2719, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.97, predictive_accuracy: 0.97, prior_entropy: 0.9986, recall: 0.97, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.322, scimark_benchmark: 1853.3952, usercpu_time_millis: 6.182, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 6.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1752.7851, usercpu_time_millis: 0.695, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1878.7253, usercpu_time_millis: 0.658, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 0.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1996.0936, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.4302, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.5338, scimark_benchmark: 1954.9191, usercpu_time_millis: 0.826, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 0.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.918, kappa: 0.8357, kb_relative_information_score: 1284.8133, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9217, predictive_accuracy: 0.9183, prior_entropy: 0.9986, recall: 0.9183, relative_absolute_error: 0.6574, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3533, root_relative_squared_error: 0.7074, scimark_benchmark: 1854.6249, usercpu_time_millis: 0.78, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 0.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1814.9388, usercpu_time_millis: 0.712, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 0.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9486, kappa: 0.897, kb_relative_information_score: 2455.164, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9491, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.2665, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4183, scimark_benchmark: 1876.5851, usercpu_time_millis: 2.541, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 2.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1842.6187, usercpu_time_millis: 0.705, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9417, kappa: 0.8831, kb_relative_information_score: 2300.7399, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9426, predictive_accuracy: 0.9418, prior_entropy: 0.9986, recall: 0.9418, relative_absolute_error: 0.3228, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.4543, scimark_benchmark: 1777.4705, usercpu_time_millis: 1.15, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1825.3362, usercpu_time_millis: 0.736, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 0.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1854.637, usercpu_time_millis: 0.728, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 0.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1859.9221, usercpu_time_millis: 0.686, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1852.2151, usercpu_time_millis: 0.686, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 0.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1824.0139, usercpu_time_millis: 0.903, usercpu_time_millis_testing: 0.209, usercpu_time_millis_training: 0.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9471, kappa: 0.8939, kb_relative_information_score: 2464.9867, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9473, predictive_accuracy: 0.9471, prior_entropy: 0.9986, recall: 0.9471, relative_absolute_error: 0.2634, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.4092, scimark_benchmark: 1836.7837, usercpu_time_millis: 1.223, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 1.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 2153.4506, usercpu_time_millis: 0.584, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 0.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1849.6013, usercpu_time_millis: 0.659, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 0.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2433.2897, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9483, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.275, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.4169, scimark_benchmark: 1798.1206, usercpu_time_millis: 1.194, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 1.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9678, kappa: 0.9354, kb_relative_information_score: 2828.2939, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.9986, recall: 0.9678, relative_absolute_error: 0.1272, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3278, scimark_benchmark: 1834.0263, usercpu_time_millis: 4.204, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 4.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1828.9174, usercpu_time_millis: 0.746, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 0.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1837.553, usercpu_time_millis: 0.655, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2392.2937, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9483, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.2899, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.4258, scimark_benchmark: 1749.308, usercpu_time_millis: 1.287, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 1.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1766.5968, usercpu_time_millis: 0.677, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1758.7289, usercpu_time_millis: 0.691, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1744.7516, usercpu_time_millis: 0.713, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9684, kappa: 0.9367, kb_relative_information_score: 2825.9175, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9684, predictive_accuracy: 0.9684, prior_entropy: 0.9986, recall: 0.9684, relative_absolute_error: 0.1281, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1637, root_relative_squared_error: 0.3276, scimark_benchmark: 1835.8635, usercpu_time_millis: 4.652, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 4.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1827.5184, usercpu_time_millis: 0.665, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 0.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1816.1538, usercpu_time_millis: 0.662, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 0.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9477, kappa: 0.8952, kb_relative_information_score: 2500.6331, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.948, predictive_accuracy: 0.9477, prior_entropy: 0.9986, recall: 0.9477, relative_absolute_error: 0.25, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.4037, scimark_benchmark: 1768.0325, usercpu_time_millis: 1.675, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 1.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1751.3959, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1751.6614, usercpu_time_millis: 0.709, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9496, kappa: 0.899, kb_relative_information_score: 2551.9156, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9497, predictive_accuracy: 0.9496, prior_entropy: 0.9986, recall: 0.9496, relative_absolute_error: 0.231, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.3877, scimark_benchmark: 1897.4519, usercpu_time_millis: 1.334, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 1.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1846.3354, usercpu_time_millis: 0.631, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 0.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1755.3825, usercpu_time_millis: 0.711, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 0.531,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9672, kappa: 0.9342, kb_relative_information_score: 2803.8193, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9986, recall: 0.9671, relative_absolute_error: 0.1364, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.3329, scimark_benchmark: 1765.4173, usercpu_time_millis: 3.706, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 3.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1849.0309, usercpu_time_millis: 0.752, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1873.8058, usercpu_time_millis: 0.665, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.3583, kb_relative_information_score: 52.6352, mean_absolute_error: 0.493, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 0.988, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4936, root_relative_squared_error: 0.9882, scimark_benchmark: 1773.6006, usercpu_time_millis: 0.73, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 0.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9653, kappa: 0.9304, kb_relative_information_score: 2812.1752, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 0.9986, recall: 0.9653, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1647, root_relative_squared_error: 0.3297, scimark_benchmark: 1874.3338, usercpu_time_millis: 5.489, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 5.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9405, kappa: 0.8806, kb_relative_information_score: 2302.8638, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9414, predictive_accuracy: 0.9406, prior_entropy: 0.9986, recall: 0.9406, relative_absolute_error: 0.3219, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.4553, scimark_benchmark: 1779.2166, usercpu_time_millis: 1.207, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 1.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9398, kappa: 0.8794, kb_relative_information_score: 1892.9715, mean_absolute_error: 0.2318, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9407, predictive_accuracy: 0.9399, prior_entropy: 0.9986, recall: 0.9399, relative_absolute_error: 0.4646, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2757, root_relative_squared_error: 0.5519, scimark_benchmark: 1851.8006, usercpu_time_millis: 0.798, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 0.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1483.3988, mean_absolute_error: 0.299, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.5992, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.6535, scimark_benchmark: 2161.7395, usercpu_time_millis: 0.627, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 0.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9672, kappa: 0.9342, kb_relative_information_score: 2806.974, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9986, recall: 0.9671, relative_absolute_error: 0.1351, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.333, scimark_benchmark: 1791.3199, usercpu_time_millis: 3.311, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 3.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9477, kappa: 0.8952, kb_relative_information_score: 2344.3449, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.948, predictive_accuracy: 0.9477, prior_entropy: 0.9986, recall: 0.9477, relative_absolute_error: 0.3074, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.4377, scimark_benchmark: 1873.4805, usercpu_time_millis: 0.991, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 0.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.949, kappa: 0.8977, kb_relative_information_score: 2325.0018, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9494, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.3144, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.4439, scimark_benchmark: 1842.1285, usercpu_time_millis: 1.169, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 0.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1992.0248, usercpu_time_millis: 0.663, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 0.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1777.1372, mean_absolute_error: 0.2516, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.5041, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.584, scimark_benchmark: 1737.0198, usercpu_time_millis: 0.919, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 0.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1776.5974, usercpu_time_millis: 0.675, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 740.8502, mean_absolute_error: 0.4072, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.816, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4161, root_relative_squared_error: 0.833, scimark_benchmark: 1877.6841, usercpu_time_millis: 0.656, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 0.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1850.9405, usercpu_time_millis: 0.725, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 0.547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9524, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 1184.714, mean_absolute_error: 0.3429, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.6871, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.365, root_relative_squared_error: 0.7308, scimark_benchmark: 1844.0635, usercpu_time_millis: 0.747, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2397.6429, mean_absolute_error: 0.1435, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9494, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.2875, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.4246, scimark_benchmark: 1738.7441, usercpu_time_millis: 1.178, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1790.3094, usercpu_time_millis: 0.748, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 0.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1766.1369, usercpu_time_millis: 0.685, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1857.9201, usercpu_time_millis: 0.672, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 880.6167, mean_absolute_error: 0.3874, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.7763, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4003, root_relative_squared_error: 0.8014, scimark_benchmark: 1757.4012, usercpu_time_millis: 0.706, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 0.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6644, f_measure: 0.3583, kb_relative_information_score: 7.9372, mean_absolute_error: 0.4981, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 0.9982, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9982, scimark_benchmark: 2170.9061, usercpu_time_millis: 0.609, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 0.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1768.0838, usercpu_time_millis: 0.712, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 0.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1755.8271, usercpu_time_millis: 0.681, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.3583, kb_relative_information_score: 36.8277, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9918, scimark_benchmark: 1753.5949, usercpu_time_millis: 0.698, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1845.3564, usercpu_time_millis: 0.664, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 0.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1983.4279, usercpu_time_millis: 0.608, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 0.459,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs