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: 1300.1436, usercpu_time_millis: 0.781, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 0.388,
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: 1297.2923, usercpu_time_millis: 0.786, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 0.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9246, kappa: 0.8489, kb_relative_information_score: 642.9176, mean_absolute_error: 0.4214, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9284, predictive_accuracy: 0.9249, prior_entropy: 0.9986, recall: 0.9249, relative_absolute_error: 0.8444, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4264, root_relative_squared_error: 0.8536, scimark_benchmark: 1318.5706, usercpu_time_millis: 0.747, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 0.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9634, kappa: 0.9267, kb_relative_information_score: 2758.6336, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9634, predictive_accuracy: 0.9634, prior_entropy: 0.9986, recall: 0.9634, relative_absolute_error: 0.1534, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.3421, scimark_benchmark: 1325.3799, usercpu_time_millis: 3.489, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 3.107,
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: 1306.1987, usercpu_time_millis: 0.711, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 0.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9625, kappa: 0.9248, kb_relative_information_score: 2734.2141, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9625, predictive_accuracy: 0.9625, prior_entropy: 0.9986, recall: 0.9625, relative_absolute_error: 0.1625, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3477, scimark_benchmark: 1325.8105, usercpu_time_millis: 2.518, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 2.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9596, kappa: 0.9191, kb_relative_information_score: 2717.082, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9597, predictive_accuracy: 0.9596, prior_entropy: 0.9986, recall: 0.9596, relative_absolute_error: 0.169, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.3511, scimark_benchmark: 1307.5173, usercpu_time_millis: 2.729, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 2.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9389, kappa: 0.8775, kb_relative_information_score: 1725.8416, mean_absolute_error: 0.2599, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9399, predictive_accuracy: 0.939, prior_entropy: 0.9986, recall: 0.939, relative_absolute_error: 0.5208, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.5941, scimark_benchmark: 1319.6352, usercpu_time_millis: 0.976, usercpu_time_millis_testing: 0.429, usercpu_time_millis_training: 0.547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.9026, kappa: 0.8051, kb_relative_information_score: 716.3523, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.91, predictive_accuracy: 0.9033, prior_entropy: 0.9986, recall: 0.9033, relative_absolute_error: 0.8238, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4184, root_relative_squared_error: 0.8376, scimark_benchmark: 1299.9255, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 0.364,
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: 1319.33, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 0.348,
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: 1303.4287, usercpu_time_millis: 0.701, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.342,
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: 1324.9502, usercpu_time_millis: 0.787, usercpu_time_millis_testing: 0.45, usercpu_time_millis_training: 0.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9603, kappa: 0.9204, kb_relative_information_score: 2702.1068, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9603, predictive_accuracy: 0.9603, prior_entropy: 0.9986, recall: 0.9603, relative_absolute_error: 0.1745, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1772, root_relative_squared_error: 0.3547, scimark_benchmark: 1322.2919, usercpu_time_millis: 2.281, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 1.911,
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: 1328.2722, usercpu_time_millis: 0.785, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 0.413,
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: 1305.4053, usercpu_time_millis: 0.756, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 0.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9383, kappa: 0.8763, kb_relative_information_score: 1838.2451, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9388, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.4825, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.282, root_relative_squared_error: 0.5645, scimark_benchmark: 1300.6856, usercpu_time_millis: 0.832, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.465,
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: 1324.6266, usercpu_time_millis: 0.747, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 0.364,
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: 1299.8035, usercpu_time_millis: 0.722, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 0.35,
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: 1303.6623, usercpu_time_millis: 0.919, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 0.527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2415.8704, mean_absolute_error: 0.1404, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9482, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.2813, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.42, scimark_benchmark: 1302.7165, usercpu_time_millis: 1.561, usercpu_time_millis_testing: 0.523, usercpu_time_millis_training: 1.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9656, kappa: 0.9311, kb_relative_information_score: 2786.2724, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9656, predictive_accuracy: 0.9656, prior_entropy: 0.9986, recall: 0.9656, relative_absolute_error: 0.143, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1681, root_relative_squared_error: 0.3366, scimark_benchmark: 1312.849, usercpu_time_millis: 4.659, usercpu_time_millis_testing: 0.482, usercpu_time_millis_training: 4.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9678, kappa: 0.9354, kb_relative_information_score: 2823.7027, mean_absolute_error: 0.0643, 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: 0.1289, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.3289, scimark_benchmark: 1322.5659, usercpu_time_millis: 4.985, usercpu_time_millis_testing: 0.456, usercpu_time_millis_training: 4.529,
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: 1298.813, usercpu_time_millis: 0.76, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 0.371,
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: 1322.4624, usercpu_time_millis: 0.75, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 0.358,
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: 1304.0153, usercpu_time_millis: 0.756, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 0.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1214.1562, mean_absolute_error: 0.34, 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: 0.6814, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.721, scimark_benchmark: 1326.1362, usercpu_time_millis: 0.735, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 0.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.5582, kappa: 0.2289, kb_relative_information_score: 135.9782, mean_absolute_error: 0.484, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.7827, predictive_accuracy: 0.628, prior_entropy: 0.9986, recall: 0.628, relative_absolute_error: 0.9698, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4846, root_relative_squared_error: 0.9702, scimark_benchmark: 1316.113, usercpu_time_millis: 0.764, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 0.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9332, kappa: 0.8661, kb_relative_information_score: 796.2089, mean_absolute_error: 0.4005, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9349, predictive_accuracy: 0.9334, prior_entropy: 0.9986, recall: 0.9334, relative_absolute_error: 0.8026, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4088, root_relative_squared_error: 0.8184, scimark_benchmark: 1310.6355, usercpu_time_millis: 0.735, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9449, kappa: 0.8895, kb_relative_information_score: 2376.5739, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9455, predictive_accuracy: 0.9449, prior_entropy: 0.9986, recall: 0.9449, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.4358, scimark_benchmark: 1318.4098, usercpu_time_millis: 1.395, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 1.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9621, kappa: 0.9242, kb_relative_information_score: 2723.743, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9622, predictive_accuracy: 0.9621, prior_entropy: 0.9986, recall: 0.9621, relative_absolute_error: 0.1663, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.3506, scimark_benchmark: 1316.578, usercpu_time_millis: 2.27, usercpu_time_millis_testing: 0.429, usercpu_time_millis_training: 1.841,
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: 1301.4434, usercpu_time_millis: 0.815, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 0.431,
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: 1299.0386, usercpu_time_millis: 0.76, usercpu_time_millis_testing: 0.404, usercpu_time_millis_training: 0.356,
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: 1323.9614, usercpu_time_millis: 0.73, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9395, kappa: 0.8787, kb_relative_information_score: 2241.8416, mean_absolute_error: 0.1715, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9406, predictive_accuracy: 0.9396, prior_entropy: 0.9986, recall: 0.9396, relative_absolute_error: 0.3437, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2353, root_relative_squared_error: 0.471, scimark_benchmark: 1313.5577, usercpu_time_millis: 1.132, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9653, kappa: 0.9304, kb_relative_information_score: 2816.0878, mean_absolute_error: 0.0658, 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: 0.1319, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1642, root_relative_squared_error: 0.3287, scimark_benchmark: 1300.0846, usercpu_time_millis: 6.758, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 6.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9647, kappa: 0.9292, kb_relative_information_score: 2791.4529, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9647, predictive_accuracy: 0.9646, prior_entropy: 0.9986, recall: 0.9646, relative_absolute_error: 0.1411, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1673, root_relative_squared_error: 0.3349, scimark_benchmark: 1307.9529, usercpu_time_millis: 4.308, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 3.95,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9502, kappa: 0.9002, kb_relative_information_score: 2596.2586, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9503, predictive_accuracy: 0.9503, prior_entropy: 0.9986, recall: 0.9503, relative_absolute_error: 0.2144, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.3785, scimark_benchmark: 1306.286, usercpu_time_millis: 2.017, usercpu_time_millis_testing: 0.403, usercpu_time_millis_training: 1.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.949, kappa: 0.8977, kb_relative_information_score: 2591.6525, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9491, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.38, scimark_benchmark: 1327.0055, usercpu_time_millis: 1.903, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 1.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2304.1889, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.321, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.448, scimark_benchmark: 1324.0862, usercpu_time_millis: 1.028, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 0.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9465, kappa: 0.8927, kb_relative_information_score: 2293.8499, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9466, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.3249, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2249, root_relative_squared_error: 0.4502, scimark_benchmark: 1307.8107, usercpu_time_millis: 1.103, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9398, kappa: 0.8794, kb_relative_information_score: 2229.9841, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9409, predictive_accuracy: 0.9399, prior_entropy: 0.9986, recall: 0.9399, relative_absolute_error: 0.348, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2364, root_relative_squared_error: 0.4732, scimark_benchmark: 1323.4635, usercpu_time_millis: 1.289, usercpu_time_millis_testing: 0.489, usercpu_time_millis_training: 0.8,
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: 1324.949, usercpu_time_millis: 0.74, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 0.356,
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: 1319.5417, usercpu_time_millis: 0.766, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 0.356,
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: 1306.0385, usercpu_time_millis: 0.836, usercpu_time_millis_testing: 0.488, usercpu_time_millis_training: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9672, kappa: 0.9342, kb_relative_information_score: 2813.7939, mean_absolute_error: 0.0662, 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: 0.1327, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.165, root_relative_squared_error: 0.3304, scimark_benchmark: 1303.4402, usercpu_time_millis: 4.636, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 4.287,
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: 1317.3999, usercpu_time_millis: 0.725, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 0.341,
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: 1325.363, usercpu_time_millis: 0.731, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 0.365,
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: 1310.3522, usercpu_time_millis: 0.687, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.337,
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: 1310.1617, usercpu_time_millis: 0.745, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9662, kappa: 0.9323, kb_relative_information_score: 2785.2529, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9663, predictive_accuracy: 0.9662, prior_entropy: 0.9986, recall: 0.9662, relative_absolute_error: 0.1432, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.3377, scimark_benchmark: 1300.6766, usercpu_time_millis: 3.201, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 2.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9672, kappa: 0.9342, kb_relative_information_score: 2817.0568, mean_absolute_error: 0.0656, 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: 0.1315, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3293, scimark_benchmark: 1307.3735, usercpu_time_millis: 5.322, usercpu_time_millis_testing: 0.438, usercpu_time_millis_training: 4.884,
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: 1336.4702, usercpu_time_millis: 0.841, usercpu_time_millis_testing: 0.454, usercpu_time_millis_training: 0.387,
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: 1331.4056, usercpu_time_millis: 0.697, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 819.0133, mean_absolute_error: 0.3962, 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: 0.794, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4072, root_relative_squared_error: 0.8153, scimark_benchmark: 1297.4422, usercpu_time_millis: 0.772, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 0.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9373, kappa: 0.8743, kb_relative_information_score: 1420.806, mean_absolute_error: 0.3087, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9383, predictive_accuracy: 0.9374, prior_entropy: 0.9986, recall: 0.9374, relative_absolute_error: 0.6187, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.6678, scimark_benchmark: 1300.0525, usercpu_time_millis: 0.827, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 0.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.9026, kappa: 0.8051, kb_relative_information_score: 809.1901, mean_absolute_error: 0.3982, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.91, predictive_accuracy: 0.9033, prior_entropy: 0.9986, recall: 0.9033, relative_absolute_error: 0.798, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.8161, scimark_benchmark: 1309.8356, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 0.358,
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: 1308.2858, usercpu_time_millis: 0.65, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 0.319,
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: 1314.5159, usercpu_time_millis: 0.739, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 0.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1921.6269, mean_absolute_error: 0.2273, 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: 0.4555, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2766, root_relative_squared_error: 0.5538, scimark_benchmark: 1309.0967, usercpu_time_millis: 1.164, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 0.821,
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: 1306.9962, usercpu_time_millis: 0.822, usercpu_time_millis_testing: 0.469, usercpu_time_millis_training: 0.353,
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: 1301.7033, usercpu_time_millis: 0.735, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 0.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 2066.0428, mean_absolute_error: 0.2026, 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: 0.406, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2571, root_relative_squared_error: 0.5146, scimark_benchmark: 1301.0829, usercpu_time_millis: 1.063, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 0.682,
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: 1311.1646, usercpu_time_millis: 0.733, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 0.347,
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: 1292.8478, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 0.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.8905, kappa: 0.781, kb_relative_information_score: 621.6835, mean_absolute_error: 0.4238, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8992, predictive_accuracy: 0.8914, prior_entropy: 0.9986, recall: 0.8914, relative_absolute_error: 0.8493, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.429, root_relative_squared_error: 0.8589, scimark_benchmark: 1325.2627, usercpu_time_millis: 0.779, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9515, kappa: 0.9028, kb_relative_information_score: 2639.7495, mean_absolute_error: 0.0988, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9516, predictive_accuracy: 0.9515, prior_entropy: 0.9986, recall: 0.9515, relative_absolute_error: 0.198, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.3695, scimark_benchmark: 1327.6988, usercpu_time_millis: 2.381, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 2.029,

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