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Hyperparameter search command:

python -m optimize --num_samples=500 --model=xgboost --kfold_n=5 --max_concurrent=10

Hyperparameter search results:

+-----------------+------------+-----------------+-------------+---------------+------------+-------------+--------------------+-----------------+--------------------+-------------+--------+------------------+------------+---------------+------------+
| Trial name      | status     | loc             |         eta | eval_metric   |      gamma |   max_depth |   min_child_weight | objective       |   scale_pos_weight |   subsample |   iter |   total time (s) |   f2_score |   fb125_score |   f1_score |
|-----------------+------------+-----------------+-------------+---------------+------------+-------------+--------------------+-----------------+--------------------+-------------+--------+------------------+------------+---------------+------------|
| _train_8d7bd06a | TERMINATED | 127.0.0.1:66848 | 0.357799    | aucpr         | 22.4594    |          32 |                  9 | binary:logistic |               0.25 |    0.530837 |      1 |         13.8186  |   0.870687 |      0.880684 |   0.886556 |
| _train_8d981824 | TERMINATED | 127.0.0.1:66849 | 0.0338503   | aucpr         | 67.2916    |           3 |                  7 | binary:logistic |               0.25 |    0.569523 |      1 |          2.54266 |   0.822618 |      0.842079 |   0.852629 |
| _train_8da9ca56 | TERMINATED | 127.0.0.1:66845 | 0.000236489 | aucpr         | 28.3786    |          31 |                  6 | binary:logistic |               0.5  |    0.906956 |      1 |         16.9497  |   0.951041 |      0.936435 |   0.928211 |
| _train_8dbbcdb4 | TERMINATED | 127.0.0.1:66846 | 0.000476507 | logloss       | 78.5869    |          44 |                  6 | binary:logistic |               0.25 |    0.938849 |      1 |         16.7269  |   0.885028 |      0.889333 |   0.891542 |
| _train_8dcdf868 | TERMINATED | 127.0.0.1:66842 | 0.000608633 | auc           | 81.215     |          17 |                  7 | binary:logistic |               1    |    0.637594 |      1 |         13.3222  |   0.971761 |      0.947185 |   0.933565 |
| _train_8ddfd18c | TERMINATED | 127.0.0.1:66840 | 0.0161107   | error         | 31.0307    |           6 |                  9 | binary:logistic |               1    |    0.810389 |      1 |          4.92329 |   0.9722   |      0.947153 |   0.933281 |
| _train_8df0d806 | TERMINATED | 127.0.0.1:66843 | 0.000809624 | auc           |  9.79135   |          18 |                  7 | binary:logistic |               1    |    0.97499  |      1 |         14.6519  |   0.968986 |      0.947144 |   0.934368 |
| _train_8e023c2c | TERMINATED | 127.0.0.1:66844 | 0.256663    | error         |  9.36618   |          12 |                  7 | binary:logistic |               1    |    0.7187   |      1 |         10.7832  |   0.971427 |      0.947626 |   0.934418 |
| _train_8e13b6dc | TERMINATED | 127.0.0.1:66847 | 0.00204332  | error         | 99.4153    |          16 |                  3 | binary:logistic |               0.25 |    0.835729 |      1 |         14.363   |   0.882633 |      0.888395 |   0.891542 |
| _train_8e25b512 | TERMINATED | 127.0.0.1:66839 | 0.0269655   | error         | 86.3383    |          34 |                  3 | binary:logistic |               0.25 |    0.811079 |      1 |         18.8423  |   0.81871  |      0.838933 |   0.851062 |
| _train_8fe31ea8 | TERMINATED | 127.0.0.1:66837 | 0.0290449   | auc           | 57.8923    |          26 |                  1 | binary:logistic |               1    |    0.731988 |      1 |         20.5226  |   0.971761 |      0.947185 |   0.933565 |
| _train_91bf6baa | TERMINATED | 127.0.0.1:66835 | 0.0647981   | aucpr         |  8.33251   |          22 |                  7 | binary:logistic |               0.5  |    0.709435 |      1 |         17.0224  |   0.949425 |      0.936584 |   0.928425 |
| _train_9572fcf8 | TERMINATED | 127.0.0.1:66841 | 0.16738     | aucpr         | 87.0585    |          48 |                  1 | binary:logistic |               0.25 |    0.791334 |      1 |         22.6485  |   0.833981 |      0.850563 |   0.860433 |
| _train_9681f00e | TERMINATED | 127.0.0.1:66836 | 0.000161277 | error         | 73.5902    |          14 |                  6 | binary:logistic |               0.25 |    0.529082 |      1 |         11.8972  |   0.81613  |      0.838446 |   0.85094  |
| _train_97b2ffea | TERMINATED | 127.0.0.1:66834 | 0.392468    | aucpr         | 82.9003    |          22 |                  3 | binary:logistic |               0.5  |    0.654341 |      1 |         18.7037  |   0.9722   |      0.947153 |   0.933281 |
| _train_97b6c15c | TERMINATED | 127.0.0.1:66885 | 0.000457587 | error         | 86.6137    |          22 |                  7 | binary:logistic |               1    |    0.944249 |      1 |         16.8077  |   0.971485 |      0.947098 |   0.933577 |
| _train_97ba5966 | TERMINATED | 127.0.0.1:66838 | 0.00276366  | error         | 38.8863    |           8 |                  0 | binary:logistic |               0.5  |    0.892119 |      1 |          7.52803 |   0.967914 |      0.945542 |   0.932995 |
| _train_98945206 | TERMINATED | 127.0.0.1:66884 | 0.00549736  | logloss       | 70.0135    |          20 |                  6 | binary:logistic |               0.25 |    0.799849 |      1 |         16.0963  |   0.885028 |      0.889464 |   0.891652 |
| _train_98980a68 | TERMINATED | 127.0.0.1:66883 | 0.000329095 | auc           |  2.95816   |          10 |                  4 | binary:logistic |               1    |    0.703407 |      1 |          8.92501 |   0.970866 |      0.947137 |   0.933967 |
| _train_9a6fde38 | TERMINATED | 127.0.0.1:66889 | 0.0002321   | aucpr         | 41.0203    |          29 |                  7 | binary:logistic |               1    |    0.83461  |      1 |         15.5734  |   0.971761 |      0.947185 |   0.933565 |
| _train_9d11a130 | TERMINATED | 127.0.0.1:66890 | 0.00839927  | auc           | 53.9932    |           1 |                  9 | binary:logistic |               1    |    0.611566 |      1 |          1.91689 |   0.9722   |      0.947153 |   0.933281 |
| _train_9d3477a0 | TERMINATED | 127.0.0.1:66898 | 0.0199567   | auc           | 53.9398    |          39 |                  1 | binary:logistic |               1    |    0.753068 |      1 |         18.5708  |   0.971645 |      0.947097 |   0.933491 |
| _train_9d73275c | TERMINATED | 127.0.0.1:66895 | 0.0916067   | auc           | 25.1316    |          27 |                  0 | binary:logistic |               1    |    0.869255 |      1 |         22.9159  |   0.971761 |      0.947185 |   0.933565 |
| _train_9eca6b7e | TERMINATED | 127.0.0.1:66900 | 0.855326    | logloss       | 99.24      |           6 |                  8 | binary:logistic |               1    |    0.623923 |      1 |          5.57271 |   0.97114  |      0.947154 |   0.933367 |
| _train_9f31056e | TERMINATED | 127.0.0.1:66894 | 0.00125955  | error         | 44.8191    |           5 |                  8 | binary:logistic |               1    |    0.651302 |      1 |          4.7583  |   0.9722   |      0.947153 |   0.933281 |
| _train_9f86b5a4 | TERMINATED | 127.0.0.1:66903 | 0.0114277   | auc           | 33.2124    |           0 |                  9 | binary:logistic |               1    |    0.586696 |      1 |          1.56514 |   0.9722   |      0.947153 |   0.933281 |
| _train_a2a5f560 | TERMINATED | 127.0.0.1:66902 | 0.00594132  | auc           | 61.6002    |           1 |                  8 | binary:logistic |               1    |    0.575004 |      1 |          1.79412 |   0.9722   |      0.947153 |   0.933281 |
| _train_a3dfc762 | TERMINATED | 127.0.0.1:66908 | 0.00820225  | error         | 49.9295    |           1 |                  9 | binary:logistic |               1    |    0.762589 |      1 |          2.17101 |   0.9722   |      0.947153 |   0.933281 |
| _train_a3e6cac6 | TERMINATED | 127.0.0.1:66909 | 0.00279363  | logloss       | 18.6878    |          10 |                  5 | binary:logistic |               0.5  |    0.504685 |      1 |          9.46875 |   0.962223 |      0.943131 |   0.932294 |
| _train_a3eef0e8 | TERMINATED | 127.0.0.1:66913 | 0.014528    | error         | 34.107     |           4 |                  9 | binary:logistic |               1    |    0.679414 |      1 |          4.03434 |   0.9722   |      0.947153 |   0.933281 |
| _train_a3f7428e | TERMINATED | 127.0.0.1:66916 | 0.0533463   | auc           | 18.8123    |           0 |                  8 | binary:logistic |               1    |    0.586114 |      1 |          1.57976 |   0.9722   |      0.947153 |   0.933281 |
| _train_a412a18c | TERMINATED | 127.0.0.1:66918 | 0.119372    | error         | 28.1988    |           7 |                  5 | binary:logistic |               1    |    0.998526 |      1 |          6.80609 |   0.9722   |      0.947153 |   0.933281 |
| _train_a4342ed8 | TERMINATED | 127.0.0.1:66907 | 0.900985    | logloss       | 33.6796    |          14 |                  9 | binary:logistic |               0.5  |    0.535961 |      1 |         12.5166  |   0.948796 |      0.935415 |   0.927865 |
| _train_a4f12542 | TERMINATED | 127.0.0.1:66906 | 0.00577293  | auc           | 60.5007    |          34 |                  8 | binary:logistic |               1    |    0.572114 |      1 |         14.7139  |   0.971761 |      0.947185 |   0.933565 |
| _train_a4f9c54e | TERMINATED | 127.0.0.1:66922 | 0.00398814  | auc           | 63.1206    |           3 |                  8 | binary:logistic |               1    |    0.54245  |      1 |          3.17874 |   0.9722   |      0.947153 |   0.933281 |
| _train_a6ee93a2 | TERMINATED | 127.0.0.1:66920 | 0.0799288   | auc           | 18.5266    |          40 |                  5 | binary:logistic |               0.5  |    0.61151  |      1 |         17.798   |   0.958427 |      0.941253 |   0.931432 |
| _train_a71bd47a | TERMINATED | 127.0.0.1:66925 | 0.0010717   | error         |  1.35751   |           4 |                  4 | binary:logistic |               1    |    0.656814 |      1 |          3.98679 |   0.9722   |      0.947153 |   0.933281 |
| _train_a841f32a | TERMINATED | 127.0.0.1:66924 | 0.0445318   | auc           | 49.5463    |          11 |                  6 | binary:logistic |               0.25 |    0.591031 |      1 |          9.78054 |   0.81871  |      0.838933 |   0.851062 |
| _train_a8d1bab4 | TERMINATED | 127.0.0.1:66929 | 0.00182291  | auc           | 73.3209    |          14 |                  8 | binary:logistic |               1    |    0.545085 |      1 |         11.44    |   0.971645 |      0.947097 |   0.933491 |
| _train_aa19530a | TERMINATED | 127.0.0.1:66928 | 0.487627    | auc           | 14.3087    |           0 |                  2 | binary:logistic |               1    |    0.684386 |      1 |          1.58819 |   0.9722   |      0.947153 |   0.933281 |
| _train_aa74b7d6 | TERMINATED | 127.0.0.1:66933 | 0.19637     | auc           | 94.4368    |          48 |                  6 | binary:logistic |               0.25 |    0.500821 |      1 |         16.0359  |   0.85744  |      0.867949 |   0.87346  |
| _train_ab7dc532 | TERMINATED | 127.0.0.1:66932 | 0.000114322 | aucpr         | 43.2022    |          19 |                  9 | binary:logistic |               1    |    0.633835 |      1 |         14.8652  |   0.971485 |      0.947098 |   0.933577 |
| _train_ab9ceb38 | TERMINATED | 127.0.0.1:66937 | 0.0155664   | auc           | 37.5962    |           8 |                  7 | binary:logistic |               0.5  |    0.608814 |      1 |          7.66635 |   0.968108 |      0.945542 |   0.932995 |
| _train_acd22392 | TERMINATED | 127.0.0.1:66940 | 0.676797    | aucpr         | 93.6017    |          44 |                  2 | binary:logistic |               0.5  |    0.688029 |      1 |         23.7683  |   0.966293 |      0.944513 |   0.932389 |
| _train_acdc4b24 | TERMINATED | 127.0.0.1:66936 | 0.03248     | aucpr         | 67.7636    |          32 |                  3 | binary:logistic |               0.5  |    0.775091 |      1 |         21.4201  |   0.968108 |      0.945542 |   0.932995 |
| _train_ad4a50f6 | TERMINATED | 127.0.0.1:66946 | 0.457032    | auc           | 13.9478    |          16 |                  2 | binary:logistic |               0.25 |    0.735543 |      1 |         16.9424  |   0.879303 |      0.887126 |   0.891703 |
| _train_aef80bbe | TERMINATED | 127.0.0.1:66941 | 0.122519    | error         |  7.82478   |           7 |                  2 | binary:logistic |               1    |    0.987651 |      1 |          6.90661 |   0.972233 |      0.947341 |   0.933552 |
| _train_b056117c | TERMINATED | 127.0.0.1:66948 | 0.0560348   | error         | 27.9628    |          24 |                  5 | binary:logistic |               1    |    0.96169  |      1 |         20.2337  |   0.971602 |      0.947187 |   0.933651 |
| _train_b1b5ab72 | TERMINATED | 127.0.0.1:66949 | 0.000654059 | logloss       | 55.1551    |          13 |                  4 | binary:logistic |               0.25 |    0.669558 |      1 |         13.2749  |   0.885581 |      0.889431 |   0.891625 |
| _train_b3188822 | TERMINATED | 127.0.0.1:66954 | 0.0014756   | error         | 42.4776    |          17 |                  5 | binary:logistic |               1    |    0.909173 |      1 |         16.0509  |   0.971663 |      0.947131 |   0.933534 |
| _train_b32158f8 | TERMINATED | 127.0.0.1:66953 | 0.000393923 | error         | 23.3548    |           5 |                  4 | binary:logistic |               1    |    0.844417 |      1 |          5.51968 |   0.9722   |      0.947153 |   0.933281 |
| _train_b4735936 | TERMINATED | 127.0.0.1:66952 | 0.259162    | logloss       |  6.45217   |           9 |                  1 | binary:logistic |               1    |    0.999158 |      1 |          9.54342 |   0.971381 |      0.947796 |   0.934703 |
| _train_b5dc49ea | TERMINATED | 127.0.0.1:66958 | 0.0239106   | error         | 12.3093    |           2 |                  0 | binary:logistic |               0.25 |    0.909678 |      1 |          3.06174 |   0.822618 |      0.842079 |   0.852629 |
| _train_b61485bc | TERMINATED | 127.0.0.1:66961 | 0.118375    | aucpr         | 78.0847    |          30 |                  2 | binary:logistic |               1    |    0.8866   |      1 |         23.1904  |   0.9722   |      0.947153 |   0.933281 |
| _train_b87b3116 | TERMINATED | 127.0.0.1:66960 | 0.00505999  | error         | 62.5178    |          20 |                  3 | binary:logistic |               1    |    0.937459 |      1 |         18.3646  |   0.971485 |      0.947098 |   0.933577 |
| _train_b9df88b8 | TERMINATED | 127.0.0.1:66966 | 0.00906833  | error         | 50.4843    |          24 |                  1 | binary:logistic |               1    |    0.852988 |      1 |         21.8665  |   0.97178  |      0.94722  |   0.933608 |
| _train_b9e92134 | TERMINATED | 127.0.0.1:66964 | 0.0378125   | error         |  4.73801   |          28 |                  3 | binary:logistic |               0.25 |    0.817793 |      1 |         21.0815  |   0.884032 |      0.892817 |   0.897381 |
| _train_bae97ae8 | TERMINATED | 127.0.0.1:66965 | 0.576556    | logloss       | 13.8252    |          38 |                  2 | binary:logistic |               0.5  |    0.71612  |      1 |         24.7347  |   0.946404 |      0.93408  |   0.927115 |
| _train_bb013bf6 | TERMINATED | 127.0.0.1:66974 | 0.00319984  | aucpr         | 45.9777    |          12 |                  1 | binary:logistic |               1    |    0.557584 |      1 |         11.9826  |   0.971645 |      0.947097 |   0.933491 |
| _train_bb8cb6b8 | TERMINATED | 127.0.0.1:66970 | 0.0170443   | error         | 35.1041    |           3 |                  3 | binary:logistic |               1    |    0.734555 |      1 |          3.33839 |   0.9722   |      0.947153 |   0.933281 |
| _train_bda372fc | TERMINATED | 127.0.0.1:66971 | 0.283058    | error         | 30.9193    |           7 |                  0 | binary:logistic |               1    |    0.773795 |      1 |          7.24887 |   0.972056 |      0.947268 |   0.933534 |
| _train_be920cbe | TERMINATED | 127.0.0.1:66980 | 0.199411    | logloss       | 18.1459    |          26 |                  6 | binary:logistic |               0.25 |    0.512883 |      1 |         16.4567  |   0.868271 |      0.877177 |   0.882399 |
| _train_beb202c6 | TERMINATED | 127.0.0.1:66982 | 0.118587    | auc           |  0.5627    |          15 |                  4 | binary:logistic |               1    |    0.519095 |      1 |         14.2117  |   0.968457 |      0.946878 |   0.93486  |
| _train_bf2894ea | TERMINATED | 127.0.0.1:66977 | 0.30648     | error         | 26.2607    |          21 |                  5 | binary:logistic |               0.5  |    0.998491 |      1 |         18.2715  |   0.958567 |      0.941558 |   0.932017 |
| _train_c348840e | TERMINATED | 127.0.0.1:66984 | 0.527503    | auc           | 10.1243    |          18 |                  2 | binary:logistic |               1    |    0.701379 |      1 |         15.2053  |   0.96875  |      0.94785  |   0.935518 |
| _train_c4c62548 | TERMINATED | 127.0.0.1:66986 | 0.0552109   | auc           | 21.8095    |           0 |                  8 | binary:logistic |               1    |    0.593273 |      1 |          1.6379  |   0.9722   |      0.947153 |   0.933281 |
| _train_c4d1c22c | TERMINATED | 127.0.0.1:66976 | 0.00101545  | error         | 71.4114    |           5 |                  7 | binary:logistic |               1    |    0.662965 |      1 |          4.878   |   0.9722   |      0.947153 |   0.933281 |
| _train_c6cbc5b4 | TERMINATED | 127.0.0.1:66994 | 0.0105507   | error         | 47.2841    |          10 |                  9 | binary:logistic |               1    |    0.64368  |      1 |          6.72436 |   0.971645 |      0.947097 |   0.933491 |
| _train_c7c434a6 | TERMINATED | 127.0.0.1:66993 | 0.992395    | auc           | 15.9232    |           2 |                  0 | binary:logistic |               1    |    0.686238 |      1 |          2.2168  |   0.9722   |      0.947153 |   0.933281 |
| _train_c8a8506e | TERMINATED | 127.0.0.1:67001 | 0.146319    | aucpr         | 76.6827    |          30 |                  1 | binary:logistic |               1    |    0.882275 |      1 |         23.1425  |   0.9722   |      0.947153 |   0.933281 |
| _train_c9028868 | TERMINATED | 127.0.0.1:66998 | 0.000332468 | error         | 22.33      |           6 |                  4 | binary:logistic |               1    |    0.92831  |      1 |          5.2619  |   0.9722   |      0.947153 |   0.933281 |
| _train_caf87650 | TERMINATED | 127.0.0.1:66997 | 0.000125302 | error         | 82.2128    |           8 |                  3 | binary:logistic |               1    |    0.961226 |      1 |          7.17653 |   0.971485 |      0.947098 |   0.933577 |
| _train_cb019b90 | TERMINATED | 127.0.0.1:67005 | 0.000204041 | error         | 58.0078    |          12 |                  8 | binary:logistic |               1    |    0.781612 |      1 |         10.6721  |   0.971485 |      0.947098 |   0.933577 |
| _train_cb0b3308 | TERMINATED | 127.0.0.1:67006 | 0.0244445   | aucpr         | 91.0592    |          36 |                  2 | binary:logistic |               1    |    0.975657 |      1 |         21.348   |   0.972042 |      0.947153 |   0.933281 |
| _train_cb154424 | TERMINATED | 127.0.0.1:67010 | 0.0865777   | aucpr         | 76.6486    |          34 |                  3 | binary:logistic |               1    |    0.819143 |      1 |         20.6535  |   0.9722   |      0.947153 |   0.933281 |
| _train_cb1ead52 | TERMINATED | 127.0.0.1:67013 | 0.0654399   | error         | 22.3434    |           9 |                  6 | binary:logistic |               1    |    0.982497 |      1 |          8.55039 |   0.97178  |      0.94722  |   0.933608 |
| _train_cb8e2740 | TERMINATED | 127.0.0.1:67003 | 0.369722    | auc           |  7.98288   |           0 |                  0 | binary:logistic |               1    |    0.750728 |      1 |          1.54812 |   0.9722   |      0.947153 |   0.933281 |
| _train_cd6f7c26 | TERMINATED | 127.0.0.1:67015 | 0.0115485   | error         | 39.0314    |           3 |                  9 | binary:logistic |               0.5  |    0.624551 |      1 |          3.25561 |   0.9722   |      0.947153 |   0.933281 |
| _train_cdb06948 | TERMINATED | 127.0.0.1:67004 | 0.142299    | aucpr         | 85.5111    |          23 |                  2 | binary:logistic |               0.25 |    0.864682 |      1 |         19.502   |   0.833418 |      0.851407 |   0.862144 |
| _train_cddbf162 | TERMINATED | 127.0.0.1:67018 | 0.19542     | aucpr         | 97.4771    |          42 |                  1 | binary:logistic |               1    |    0.79798  |      1 |         21.7698  |   0.9722   |      0.947153 |   0.933281 |
| _train_cfdfc81c | TERMINATED | 127.0.0.1:67017 | 0.00700937  | logloss       | 30.9826    |           2 |                  3 | binary:logistic |               1    |    0.7367   |      1 |          2.54992 |   0.9722   |      0.947153 |   0.933281 |
| _train_d088302e | TERMINATED | 127.0.0.1:67025 | 0.0402058   | error         | 37.2729    |           7 |                  5 | binary:logistic |               0.5  |    0.922316 |      1 |          6.57132 |   0.968108 |      0.945542 |   0.932995 |
| _train_d0b9eb5a | TERMINATED | 127.0.0.1:67021 | 0.00219309  | auc           | 11.1891    |           0 |                  7 | binary:logistic |               1    |    0.591857 |      1 |          1.5646  |   0.9722   |      0.947153 |   0.933281 |
| _train_d2bd0a40 | TERMINATED | 127.0.0.1:67022 | 0.000684434 | error         | 66.2161    |          11 |                  9 | binary:logistic |               0.25 |    0.760365 |      1 |          9.91648 |   0.884751 |      0.889464 |   0.891652 |
| _train_d2c9d20c | TERMINATED | 127.0.0.1:67027 | 0.0211178   | auc           |  4.08938   |           4 |                  7 | binary:logistic |               1    |    0.558247 |      1 |          3.88971 |   0.9722   |      0.947153 |   0.933281 |
| _train_d34c41b0 | TERMINATED | 127.0.0.1:67033 | 0.000986603 | error         | 72.1733    |           5 |                  7 | binary:logistic |               1    |    0.658273 |      1 |          4.90963 |   0.9722   |      0.947153 |   0.933281 |
| _train_d38c85c2 | TERMINATED | 127.0.0.1:67030 | 0.000395166 | error         | 66.8761    |          16 |                  4 | binary:logistic |               1    |    0.833565 |      1 |         11.4581  |   0.971761 |      0.947185 |   0.933565 |
| _train_d65fe370 | TERMINATED | 127.0.0.1:67035 | 0.00369099  | auc           | 53.1895    |          46 |                  8 | binary:logistic |               0.5  |    0.545198 |      1 |         12.6235  |   0.967991 |      0.945453 |   0.932921 |
| _train_d6a62c7c | TERMINATED | 127.0.0.1:67029 | 0.00200985  | auc           | 41.3457    |           1 |                  8 | binary:logistic |               1    |    0.531337 |      1 |          2.04556 |   0.9722   |      0.947153 |   0.933281 |
| _train_d86b2fc6 | TERMINATED | 127.0.0.1:67041 | 0.000299005 | logloss       | 25.193     |          15 |                  4 | binary:logistic |               0.25 |    0.950024 |      1 |         14.0016  |   0.876527 |      0.885185 |   0.890258 |
| _train_d8b871be | TERMINATED | 127.0.0.1:67037 | 0.0133487   | auc           | 56.6832    |          13 |                  9 | binary:logistic |               1    |    0.600418 |      1 |         11.6429  |   0.971761 |      0.947185 |   0.933565 |
| _train_da942424 | TERMINATED | 127.0.0.1:67038 | 0.00133518  | error         |  0.536614  |           9 |                  6 | binary:logistic |               1    |    0.643778 |      1 |          8.7356  |   0.97127  |      0.947121 |   0.933704 |
| _train_da9cddee | TERMINATED | 127.0.0.1:67045 | 0.00461889  | logloss       | 50.9764    |           1 |                  8 | binary:logistic |               0.5  |    0.577279 |      1 |          2.24968 |   0.9722   |      0.947153 |   0.933281 |
| _train_daa6a0ae | TERMINATED | 127.0.0.1:67046 | 0.0297622   | error         | 64.5012    |           7 |                  9 | binary:logistic |               1    |    0.867669 |      1 |          7.26223 |   0.9722   |      0.947153 |   0.933281 |
| _train_dab177a4 | TERMINATED | 127.0.0.1:67050 | 0.00814843  | error         | 60.8976    |          11 |                  7 | binary:logistic |               0.25 |    0.89727  |      1 |         11.1821  |   0.885068 |      0.889399 |   0.891597 |
| _train_dabbd686 | TERMINATED | 127.0.0.1:67044 | 0.00256525  | auc           | 11.4495    |           6 |                  6 | binary:logistic |               1    |    0.629084 |      1 |          6.0365  |   0.9722   |      0.947153 |   0.933281 |
| _train_dca0966c | TERMINATED | 127.0.0.1:67053 | 0.00154352  | error         | 32.6481    |          17 |                  9 | binary:logistic |               1    |    0.611045 |      1 |         14.2024  |   0.971645 |      0.947097 |   0.933491 |
| _train_dcd97c16 | TERMINATED | 127.0.0.1:67043 | 0.000146856 | logloss       | 20.1049    |          13 |                  8 | binary:logistic |               1    |    0.698634 |      1 |         12.2554  |   0.971503 |      0.947298 |   0.933765 |
| _train_dddff298 | TERMINATED | 127.0.0.1:67056 | 0.735742    | error         |  7.15256   |          19 |                  1 | binary:logistic |               0.5  |    0.718341 |      1 |         20.2729  |   0.941239 |      0.931728 |   0.926327 |
| _train_e0224196 | TERMINATED | 127.0.0.1:67059 | 0.0691492   | error         | 14.8109    |           4 |                  2 | binary:logistic |               1    |    0.760274 |      1 |          4.01695 |   0.9722   |      0.947153 |   0.933281 |
| _train_e02f48be | TERMINATED | 127.0.0.1:67055 | 0.00648009  | error         | 89.6805    |           5 |                  7 | binary:logistic |               1    |    0.673101 |      1 |          4.95753 |   0.9722   |      0.947153 |   0.933281 |
| _train_e0e6fae0 | TERMINATED | 127.0.0.1:67060 | 0.0479064   | error         | 36.5292    |           3 |                  3 | binary:logistic |               0.25 |    0.854068 |      1 |          3.2924  |   0.891057 |      0.892176 |   0.892823 |
| _train_e10d5258 | TERMINATED | 127.0.0.1:67063 | 0.104699    | error         | 29.7879    |          26 |                  4 | binary:logistic |               1    |    0.84652  |      1 |         20.822   |   0.972042 |      0.94727  |   0.9335   |
| _train_e30a32e2 | TERMINATED | 127.0.0.1:67065 | 0.0198189   | auc           | 22.2724    |          15 |                  5 | binary:logistic |               1    |    0.925279 |      1 |         14.1976  |   0.971203 |      0.947209 |   0.933898 |
| _train_e313b6d2 | TERMINATED | 127.0.0.1:67066 | 0.000533946 | auc           |  5.72016   |          10 |                  7 | binary:logistic |               1    |    0.560317 |      1 |          9.06653 |   0.971287 |      0.947069 |   0.933639 |
| _train_e349579c | TERMINATED | 127.0.0.1:67073 | 0.00390093  | auc           | 46.5095    |           8 |                  8 | binary:logistic |               0.5  |    0.508607 |      1 |          7.46709 |   0.967044 |      0.945215 |   0.932995 |
| _train_e462da7c | TERMINATED | 127.0.0.1:67070 | 0.0204748   | auc           | 79.788     |           2 |                  6 | binary:logistic |               1    |    0.522138 |      1 |          2.47792 |   0.9722   |      0.947153 |   0.933281 |
| _train_e4994e04 | TERMINATED | 127.0.0.1:67069 | 0.208273    | aucpr         | 84.4199    |          30 |                  2 | binary:logistic |               0.25 |    0.983637 |      1 |         24.2474  |   0.855068 |      0.867893 |   0.875469 |
| _train_e4b90910 | TERMINATED | 127.0.0.1:67076 | 0.157615    | aucpr         | 75.5512    |          36 |                  0 | binary:logistic |               1    |    0.955708 |      1 |         30.2833  |   0.9722   |      0.947153 |   0.933281 |
| _train_e5f27352 | TERMINATED | 127.0.0.1:67075 | 0.000100859 | error         |  2.44729   |          18 |                  4 | binary:logistic |               1    |    0.93923  |      1 |         16.7232  |   0.968038 |      0.94712  |   0.93541  |
| _train_e6810e32 | TERMINATED | 127.0.0.1:67079 | 0.00456887  | logloss       | 59.2042    |           1 |                  8 | binary:logistic |               0.5  |    0.576431 |      1 |          2.38812 |   0.9722   |      0.947153 |   0.933281 |
| _train_e735a982 | TERMINATED | 127.0.0.1:67080 | 0.325899    | logloss       | 28.2725    |          21 |                  5 | binary:logistic |               1    |    0.965703 |      1 |         20.2232  |   0.972133 |      0.947663 |   0.934098 |
| _train_e9ca1106 | TERMINATED | 127.0.0.1:67083 | 0.445447    | error         | 43.4135    |          14 |                  5 | binary:logistic |               0.25 |    0.993542 |      1 |         14.0868  |   0.871953 |      0.880094 |   0.88486  |
| _train_e9d5cfdc | TERMINATED | 127.0.0.1:67084 | 0.0372109   | error         | 17.4767    |           7 |                  6 | binary:logistic |               1    |    0.908732 |      1 |          6.95434 |   0.971932 |      0.947153 |   0.933281 |
| _train_e9ee091c | TERMINATED | 127.0.0.1:67097 | 0.000299546 | auc           | 39.6014    |           6 |                  3 | binary:logistic |               1    |    0.87767  |      1 |          5.75686 |   0.9722   |      0.947153 |   0.933281 |
| _train_ec37073c | TERMINATED | 127.0.0.1:67093 | 0.000737837 | auc           |  9.63447   |          23 |                  6 | binary:logistic |               1    |    0.636704 |      1 |         16.1076  |   0.970688 |      0.947103 |   0.93401  |
| _train_ecd5c656 | TERMINATED | 127.0.0.1:67094 | 0.240703    | error         |  3.13035   |          11 |                  4 | binary:logistic |               1    |    0.830289 |      1 |         10.619   |   0.970965 |      0.9483   |   0.935698 |
| _train_ef684830 | TERMINATED | 127.0.0.1:67101 | 0.623601    | auc           |  7.62851   |           0 |                  0 | binary:logistic |               0.5  |    0.7917   |      1 |          1.66716 |   0.9722   |      0.947153 |   0.933281 |
| _train_ef73eeec | TERMINATED | 127.0.0.1:67104 | 0.00979892  | auc           | 69.3059    |           4 |                  9 | binary:logistic |               1    |    0.54722  |      1 |          3.97502 |   0.9722   |      0.947153 |   0.933281 |
| _train_ef81bbf8 | TERMINATED | 127.0.0.1:67100 | 0.0164663   | error         | 35.6361    |          12 |                  3 | binary:logistic |               0.25 |    0.729749 |      1 |         11.6118  |   0.891112 |      0.894093 |   0.895467 |
| _train_f1406f84 | TERMINATED | 127.0.0.1:67107 | 0.073425    | error         | 26.6898    |          25 |                  1 | binary:logistic |               1    |    0.804861 |      1 |         21.8777  |   0.971836 |      0.947324 |   0.933737 |
| _train_f29cf744 | TERMINATED | 127.0.0.1:67099 | 0.845938    | aucpr         | 17.124     |           9 |                  0 | binary:logistic |               1    |    0.690983 |      1 |          8.40341 |   0.967924 |      0.946141 |   0.934014 |
| _train_f39f7658 | TERMINATED | 127.0.0.1:67113 | 0.000234166 | logloss       | 20.4169    |           3 |                  0 | binary:logistic |               1    |    0.771188 |      1 |          3.38445 |   0.9722   |      0.947153 |   0.933281 |
| _train_f3c41274 | TERMINATED | 127.0.0.1:67110 | 0.099178    | auc           | 12.942     |           2 |                  2 | binary:logistic |               0.5  |    0.709526 |      1 |          2.58115 |   0.9722   |      0.947153 |   0.933281 |
| _train_f4646710 | TERMINATED | 127.0.0.1:67109 | 0.424777    | auc           | 24.9129    |          32 |                  2 | binary:logistic |               1    |    0.743554 |      1 |         24.3951  |   0.971909 |      0.947799 |   0.934426 |
| _train_f47db86e | TERMINATED | 127.0.0.1:67119 | 0.00762026  | logloss       | 58.0031    |           8 |                  8 | binary:logistic |               0.5  |    0.616444 |      1 |          7.41153 |   0.968108 |      0.945542 |   0.932995 |
| _train_f499f9d4 | TERMINATED | 127.0.0.1:67116 | 0.0129134   | error         | 48.7814    |          19 |                  4 | binary:logistic |               0.5  |    0.72604  |      1 |         16.4655  |   0.967921 |      0.945542 |   0.932995 |
| _train_f72a9686 | TERMINATED | 127.0.0.1:67115 | 0.122807    | aucpr         | 63.2216    |          27 |                  1 | binary:logistic |               0.25 |    0.89705  |      1 |         24.5022  |   0.834975 |      0.851662 |   0.861595 |
| _train_f734005e | TERMINATED | 127.0.0.1:67121 | 0.11939     | aucpr         | 94.2103    |          40 |                  1 | binary:logistic |               1    |    0.970606 |      1 |         24.7562  |   0.9722   |      0.947153 |   0.933281 |
| _train_f7bcd4a6 | TERMINATED | 127.0.0.1:67124 | 0.36203     | error         | 14.5669    |          10 |                  5 | binary:logistic |               1    |    0.91694  |      1 |          9.81395 |   0.971074 |      0.947479 |   0.934381 |
| _train_f85da80e | TERMINATED | 127.0.0.1:67127 | 0.23805     | error         | 19.8694    |          17 |                  3 | binary:logistic |               1    |    0.675402 |      1 |         16.673   |   0.972074 |      0.947639 |   0.934092 |
| _train_f9c0ab9c | TERMINATED | 127.0.0.1:67123 | 0.0293467   | error         |  1.89875   |           5 |                  4 | binary:logistic |               1    |    0.580735 |      1 |          4.94923 |   0.9722   |      0.947153 |   0.933281 |
| _train_f9caf2fa | TERMINATED | 127.0.0.1:67130 | 0.00113545  | error         | 42.5522    |          13 |                  9 | binary:logistic |               0.25 |    0.649365 |      1 |         11.8379  |   0.885941 |      0.889659 |   0.891819 |
| _train_faee422c | TERMINATED | 127.0.0.1:67129 | 0.000997379 | error         | 87.6718    |          20 |                  5 | binary:logistic |               1    |    0.666272 |      1 |         16.3238  |   0.971761 |      0.947185 |   0.933565 |
| _train_fdfff406 | TERMINATED | 127.0.0.1:67134 | 0.000181478 | logloss       | 72.0478    |          49 |                  6 | binary:logistic |               1    |    0.659933 |      1 |         16.2809  |   0.971761 |      0.947185 |   0.933565 |
| _train_000d2976 | TERMINATED | 127.0.0.1:67137 | 0.046555    | auc           | 52.2934    |          16 |                  3 | binary:logistic |               1    |    0.871937 |      1 |         14.5638  |   0.971761 |      0.947185 |   0.933565 |
| _train_0018585a | TERMINATED | 127.0.0.1:67133 | 0.00226283  | error         | 33.8606    |           3 |                  2 | binary:logistic |               1    |    0.601174 |      1 |          3.61801 |   0.9722   |      0.947153 |   0.933281 |
| _train_004c5754 | TERMINATED | 127.0.0.1:67141 | 0.997027    | auc           | 16.0303    |           6 |                  0 | binary:logistic |               0.25 |    0.681002 |      1 |          5.68062 |   0.861552 |      0.874036 |   0.881404 |
| _train_02ef6938 | TERMINATED | 127.0.0.1:67138 | 0.847487    | auc           | 24.1317    |          43 |                  1 | binary:logistic |               1    |    0.815816 |      1 |         29.4434  |   0.966563 |      0.946348 |   0.934013 |
| _train_03868520 | TERMINATED | 127.0.0.1:67147 | 0.0599152   | aucpr         | 76.9043    |          38 |                  1 | binary:logistic |               1    |    0.856186 |      1 |         23.2223  |   0.9722   |      0.947153 |   0.933281 |
| _train_03b0c6f0 | TERMINATED | 127.0.0.1:67143 | 0.713218    | aucpr         | 98.0575    |          29 |                  1 | binary:logistic |               1    |    0.787819 |      1 |         26.5615  |   0.970179 |      0.946285 |   0.933028 |
| _train_0443d7c4 | TERMINATED | 127.0.0.1:67144 | 0.00335583  | auc           | 55.5593    |           1 |                  7 | binary:logistic |               0.5  |    0.555188 |      1 |          2.03192 |   0.9722   |      0.947153 |   0.933281 |
| _train_05c341e8 | TERMINATED | 127.0.0.1:67149 | 0.00157003  | auc           | 48.1499    |           0 |                  9 | binary:logistic |               1    |    0.533993 |      1 |          1.50654 |   0.9722   |      0.947153 |   0.933281 |
| _train_05fb5bc8 | TERMINATED | 127.0.0.1:67151 | 0.00518491  | auc           | 74.6041    |          46 |                  9 | binary:logistic |               0.25 |    0.56995  |      1 |         14.6888  |   0.818103 |      0.838794 |   0.85094  |
| _train_06db2e1a | TERMINATED | 127.0.0.1:67152 | 0.170055    | logloss       | 29.5549    |          22 |                  0 | binary:logistic |               1    |    0.98419  |      1 |         25.3832  |   0.971648 |      0.947273 |   0.933759 |
| _train_071b5fe4 | TERMINATED | 127.0.0.1:67159 | 0.000260749 | logloss       | 44.3667    |           7 |                  0 | binary:logistic |               1    |    0.944276 |      1 |          6.9051  |   0.971485 |      0.947098 |   0.933577 |
| _train_07505e24 | TERMINATED | 127.0.0.1:67155 | 0.493385    | aucpr         |  4.59189   |          42 |                  2 | binary:logistic |               1    |    0.992241 |      1 |         29.1041  |   0.966939 |      0.948135 |   0.937478 |
| _train_0804936c | TERMINATED | 127.0.0.1:67156 | 0.0239685   | error         | 32.6377    |           4 |                  8 | binary:logistic |               1    |    0.701151 |      1 |          3.99274 |   0.9722   |      0.947153 |   0.933281 |
| _train_09bf75dc | TERMINATED | 127.0.0.1:67162 | 0.000861196 | logloss       |  1.18556   |           2 |                  3 | binary:logistic |               0.5  |    0.601745 |      1 |          2.80881 |   0.9722   |      0.947153 |   0.933281 |
| _train_0ac4ef52 | TERMINATED | 127.0.0.1:67161 | 0.329398    | aucpr         | 39.8921    |          35 |                  3 | binary:logistic |               1    |    0.88288  |      1 |         23.5926  |   0.972106 |      0.947571 |   0.933972 |
| _train_0ba75806 | TERMINATED | 127.0.0.1:67166 | 0.0823611   | aucpr         | 80.4937    |          32 |                  2 | binary:logistic |               1    |    0.828691 |      1 |         22.854   |   0.9722   |      0.947153 |   0.933281 |
| _train_0d5bf4f4 | TERMINATED | 127.0.0.1:67165 | 0.131982    | logloss       | 93.2179    |          46 |                  1 | binary:logistic |               0.5  |    0.971713 |      1 |         26.8034  |   0.972114 |      0.947153 |   0.933281 |
| _train_0d7d8a06 | TERMINATED | 127.0.0.1:67170 | 0.106275    | aucpr         | 90.1456    |          41 |                  1 | binary:logistic |               1    |    0.951535 |      1 |         25.7169  |   0.9722   |      0.947153 |   0.933281 |
| _train_10cc1614 | TERMINATED | 127.0.0.1:67169 | 0.0562865   | aucpr         | 10.0574    |          39 |                  0 | binary:logistic |               1    |    0.93321  |      1 |         27.3505  |   0.970501 |      0.947863 |   0.935277 |
| _train_13886e70 | TERMINATED | 127.0.0.1:67174 | 0.163399    | logloss       |  8.03992   |          33 |                  2 | binary:logistic |               1    |    0.742686 |      1 |         22.5417  |   0.970884 |      0.94819  |   0.935427 |
| _train_156c51a2 | TERMINATED | 127.0.0.1:67173 | 0.213139    | aucpr         | 12.5551    |           8 |                  1 | binary:logistic |               0.5  |    0.793485 |      1 |          8.51759 |   0.955641 |      0.939587 |   0.930568 |
| _train_16d41390 | TERMINATED | 127.0.0.1:67181 | 0.00050687  | error         | 34.1517    |          45 |                  2 | binary:logistic |               0.5  |    0.632919 |      1 |         19.8896  |   0.967921 |      0.945542 |   0.932995 |
| _train_1740f6d6 | TERMINATED | 127.0.0.1:67178 | 0.569532    | auc           | 68.6625    |           6 |                  4 | binary:logistic |               1    |    0.547222 |      1 |          6.09787 |   0.971073 |      0.947153 |   0.933281 |
| _train_1a2d072c | TERMINATED | 127.0.0.1:67183 | 0.0061853   | logloss       |  4.5178    |           9 |                  7 | binary:logistic |               1    |    0.522181 |      1 |          8.20857 |   0.971413 |      0.947175 |   0.933735 |
| _train_1a763b18 | TERMINATED | 127.0.0.1:67177 | 0.00958424  | auc           | 63.6004    |           5 |                  7 | binary:logistic |               1    |    0.588881 |      1 |          4.74118 |   0.9722   |      0.947153 |   0.933281 |
| _train_1b698142 | TERMINATED | 127.0.0.1:67189 | 0.00729105  | logloss       | 10.6167    |           2 |                  7 | binary:logistic |               1    |    0.502415 |      1 |          2.74563 |   0.9722   |      0.947153 |   0.933281 |
| _train_1bf7d47e | TERMINATED | 127.0.0.1:67186 | 0.00173712  | auc           | 83.2842    |          37 |                  7 | binary:logistic |               0.5  |    0.56454  |      1 |         15.3872  |   0.966997 |      0.945128 |   0.932955 |
| _train_1e0df5e0 | TERMINATED | 127.0.0.1:67185 | 0.00286351  | logloss       | 31.1172    |           0 |                  3 | binary:logistic |               1    |    0.619422 |      1 |          1.7471  |   0.9722   |      0.947153 |   0.933281 |
| _train_1eb4b178 | TERMINATED | 127.0.0.1:67193 | 0.0348659   | aucpr         |  6.35173   |          29 |                  7 | binary:logistic |               1    |    0.901602 |      1 |         19.0081  |   0.970175 |      0.947248 |   0.934498 |
| _train_1ec2a878 | TERMINATED | 127.0.0.1:67197 | 0.000364104 | error         | 71.587     |          14 |                  6 | binary:logistic |               1    |    0.650207 |      1 |         12.8594  |   0.971645 |      0.947097 |   0.933491 |
| _train_1eeb5d86 | TERMINATED | 127.0.0.1:67192 | 0.0195948   | logloss       | 20.8146    |           4 |                  5 | binary:logistic |               1    |    0.51012  |      1 |          4.03548 |   0.9722   |      0.947153 |   0.933281 |
| _train_1fb06194 | TERMINATED | 127.0.0.1:67199 | 0.0123904   | aucpr         | 31.3973    |          25 |                  3 | binary:logistic |               1    |    0.697186 |      1 |         19.445   |   0.971761 |      0.947185 |   0.933565 |
| _train_20f66b0c | TERMINATED | 127.0.0.1:67191 | 0.00455053  | logloss       | 59.8124    |          32 |                  2 | binary:logistic |               0.5  |    0.830577 |      1 |         22.7211  |   0.96808  |      0.945542 |   0.932995 |
| _train_2101ae7c | TERMINATED | 127.0.0.1:67202 | 0.0424432   | auc           | 41.4015    |          12 |                  8 | binary:logistic |               0.25 |    0.527306 |      1 |         11.3444  |   0.885181 |      0.890083 |   0.892179 |
| _train_2285bb44 | TERMINATED | 127.0.0.1:67201 | 0.0275567   | auc           |  0.285559  |          11 |                  4 | binary:logistic |               1    |    0.717531 |      1 |         10.8127  |   0.969601 |      0.947278 |   0.934523 |
| _train_23efe41e | TERMINATED | 127.0.0.1:67210 | 0.0146551   | aucpr         | 80.4205    |          27 |                  6 | binary:logistic |               1    |    0.515902 |      1 |         17.1863  |   0.9722   |      0.947153 |   0.933281 |
| _train_23fb3cd8 | TERMINATED | 127.0.0.1:67209 | 0.088088    | auc           | 65.5989    |          48 |                  8 | binary:logistic |               1    |    0.955613 |      1 |         19.7623  |   0.972126 |      0.94727  |   0.9335   |
| _train_254c9a50 | TERMINATED | 127.0.0.1:67208 | 0.00194532  | logloss       | 51.8762    |           1 |                  8 | binary:logistic |               0.5  |    0.53276  |      1 |          2.37371 |   0.9722   |      0.947153 |   0.933281 |
| _train_26c3fdec | TERMINATED | 127.0.0.1:67214 | 0.0170019   | aucpr         | 99.9449    |          35 |                  6 | binary:logistic |               1    |    0.773015 |      1 |         18.8391  |   0.9722   |      0.947153 |   0.933281 |
| _train_2823fe3a | TERMINATED | 127.0.0.1:67220 | 0.0012525   | logloss       | 80.1317    |          31 |                  4 | binary:logistic |               0.5  |    0.626277 |      1 |         19.2883  |   0.966897 |      0.944917 |   0.932474 |
| _train_28a0477e | TERMINATED | 127.0.0.1:67216 | 0.000804739 | aucpr         | 74.0679    |          23 |                  0 | binary:logistic |               1    |    0.980632 |      1 |         23.5832  |   0.971485 |      0.947098 |   0.933577 |
| _train_2ab5db78 | TERMINATED | 127.0.0.1:67217 | 0.000453359 | auc           | 54.9534    |           7 |                  7 | binary:logistic |               0.25 |    0.500375 |      1 |          7.19833 |   0.817162 |      0.838347 |   0.851077 |
| _train_2ac367d4 | TERMINATED | 127.0.0.1:67223 | 0.00226162  | auc           | 11.979     |          10 |                  7 | binary:logistic |               1    |    0.599361 |      1 |          9.72527 |   0.971541 |      0.947202 |   0.933707 |
| _train_2c233b2c | TERMINATED | 127.0.0.1:67222 | 0.00319559  | error         | 67.6109    |          15 |                  7 | binary:logistic |               0.5  |    0.586222 |      1 |         13.9018  |   0.966958 |      0.945098 |   0.93293  |
| _train_2dee5e78 | TERMINATED | 127.0.0.1:67227 | 0.0200473   | logloss       | 37.3525    |          28 |                  3 | binary:logistic |               0.5  |    0.808762 |      1 |         21.2147  |   0.965559 |      0.944715 |   0.933094 |
| _train_303db9da | TERMINATED | 127.0.0.1:67226 | 0.29321     | logloss       | 26.2615    |           4 |                  3 | binary:logistic |               1    |    0.61452  |      1 |          4.13063 |   0.9722   |      0.947153 |   0.933281 |
| _train_305ab792 | TERMINATED | 127.0.0.1:67232 | 0.0776258   | aucpr         | 78.2742    |          34 |                  2 | binary:logistic |               1    |    0.885866 |      1 |         22.8564  |   0.972126 |      0.94727  |   0.9335   |
| _train_306883d6 | TERMINATED | 127.0.0.1:67231 | 0.176285    | aucpr         | 86.2115    |          30 |                  4 | binary:logistic |               1    |    0.921792 |      1 |         22.1817  |   0.9722   |      0.947153 |   0.933281 |
| _train_31ef1c7e | TERMINATED | 127.0.0.1:67230 | 0.0635895   | error         | 88.4131    |          21 |                  9 | binary:logistic |               1    |    0.672968 |      1 |         17.2842  |   0.9722   |      0.947153 |   0.933281 |
| _train_32bc3c68 | TERMINATED | 127.0.0.1:67240 | 0.0042409   | error         | 51.061     |           1 |                  9 | binary:logistic |               0.5  |    0.858334 |      1 |          2.2881  |   0.9722   |      0.947153 |   0.933281 |
| _train_336e4570 | TERMINATED | 127.0.0.1:67237 | 0.0106018   | error         | 45.7918    |           9 |                  5 | binary:logistic |               0.25 |    0.839541 |      1 |          9.06733 |   0.88979  |      0.893866 |   0.895275 |
| _train_34204a40 | TERMINATED | 127.0.0.1:67242 | 0.00244716  | auc           | 70.4463    |          18 |                  8 | binary:logistic |               1    |    0.868113 |      1 |         16.2571  |   0.971663 |      0.947131 |   0.933534 |
| _train_35d93b26 | TERMINATED | 127.0.0.1:67236 | 0.000646442 | auc           | 53.3091    |           6 |                  6 | binary:logistic |               0.5  |    0.540797 |      1 |          6.08414 |   0.96894  |      0.946101 |   0.933281 |
| _train_372e5092 | TERMINATED | 127.0.0.1:67246 | 0.032826    | error         | 64.1836    |          13 |                  4 | binary:logistic |               1    |    0.894424 |      1 |         12.4099  |   0.971761 |      0.947185 |   0.933565 |
| _train_373b018e | TERMINATED | 127.0.0.1:67245 | 0.000131883 | auc           | 18.2758    |           8 |                  5 | binary:logistic |               1    |    0.929911 |      1 |          8.27315 |   0.971419 |      0.947132 |   0.93362  |
| _train_386ad0fc | TERMINATED | 127.0.0.1:67244 | 0.0277758   | logloss       | 56.4673    |          27 |                  9 | binary:logistic |               0.5  |    0.514786 |      1 |         14.7773  |   0.968108 |      0.945542 |   0.932995 |
| _train_3a49dbf2 | TERMINATED | 127.0.0.1:67250 | 0.00944334  | auc           | 22.7638    |           3 |                  2 | binary:logistic |               1    |    0.63306  |      1 |          3.39586 |   0.9722   |      0.947153 |   0.933281 |
| _train_3acc8106 | TERMINATED | 127.0.0.1:67252 | 0.00101079  | auc           | 82.7011    |           5 |                  8 | binary:logistic |               1    |    0.554956 |      1 |          4.81303 |   0.9722   |      0.947153 |   0.933281 |
| _train_3cfc6ef0 | TERMINATED | 127.0.0.1:67253 | 0.251568    | logloss       | 96.4101    |          40 |                  0 | binary:logistic |               0.5  |    0.961449 |      1 |         33.3013  |   0.9722   |      0.947153 |   0.933281 |
| _train_3da36232 | TERMINATED | 127.0.0.1:67260 | 0.0589566   | aucpr         |  3.81005   |          43 |                  1 | binary:logistic |               0.25 |    0.757729 |      1 |         24.9283  |   0.885862 |      0.895045 |   0.899871 |
| _train_3dc13a82 | TERMINATED | 127.0.0.1:67262 | 0.00553249  | error         | 15.362     |          16 |                  6 | binary:logistic |               1    |    0.684019 |      1 |         14.4948  |   0.971635 |      0.947375 |   0.933923 |
| _train_3e4a6096 | TERMINATED | 127.0.0.1:67256 | 0.00132707  | error         | 59.496     |          10 |                  5 | binary:logistic |               0.5  |    0.639921 |      1 |          8.97455 |   0.968108 |      0.945542 |   0.932995 |
| _train_405de0e2 | TERMINATED | 127.0.0.1:67257 | 0.00292947  | logloss       | 90.6975    |           2 |                  6 | binary:logistic |               0.5  |    0.525351 |      1 |          2.83927 |   0.9722   |      0.947153 |   0.933281 |
| _train_4069c6e6 | TERMINATED | 127.0.0.1:67264 | 0.0163753   | error         | 89.3728    |          36 |                  6 | binary:logistic |               1    |    0.769426 |      1 |         19.4931  |   0.971761 |      0.947185 |   0.933565 |
| _train_407723c2 | TERMINATED | 127.0.0.1:67268 | 0.106374    | aucpr         | 95.1828    |          47 |                  1 | binary:logistic |               1    |    0.995454 |      1 |         26.5571  |   0.9722   |      0.947153 |   0.933281 |
| _train_408533e0 | TERMINATED | 127.0.0.1:67272 | 0.0494547   | error         | 12.8978    |          14 |                  2 | binary:logistic |               0.5  |    0.708133 |      1 |         14.889   |   0.956437 |      0.939896 |   0.930599 |
| _train_40b246a0 | TERMINATED | 127.0.0.1:67267 | 0.192147    | error         | 91.9829    |          24 |                  4 | binary:logistic |               1    |    0.77982  |      1 |         21.8064  |   0.9722   |      0.947153 |   0.933281 |
| _train_42c922b0 | TERMINATED | 127.0.0.1:67274 | 0.0364773   | error         | 87.8988    |          20 |                  7 | binary:logistic |               1    |    0.673557 |      1 |         17.5879  |   0.9722   |      0.947153 |   0.933281 |
| _train_436f6b3e | TERMINATED | 127.0.0.1:67266 | 0.000578109 | auc           |  8.46077   |           6 |                  8 | binary:logistic |               0.25 |    0.591463 |      1 |          6.28903 |   0.876196 |      0.884012 |   0.888585 |
| _train_45207c20 | TERMINATED | 127.0.0.1:67277 | 0.00670357  | auc           | 15.5682    |           4 |                  5 | binary:logistic |               1    |    0.606488 |      1 |          4.26561 |   0.9722   |      0.947153 |   0.933281 |
| _train_488efc9c | TERMINATED | 127.0.0.1:67276 | 0.155374    | aucpr         | 76.6477    |          37 |                  0 | binary:logistic |               1    |    0.916073 |      1 |         31.8736  |   0.9722   |      0.947153 |   0.933281 |
| _train_4900e762 | TERMINATED | 127.0.0.1:67281 | 0.000940886 | auc           | 85.7658    |          12 |                  6 | binary:logistic |               1    |    0.56652  |      1 |         10.9314  |   0.9722   |      0.947153 |   0.933281 |
| _train_49daebf6 | TERMINATED | 127.0.0.1:67280 | 0.399201    | aucpr         | 98.0198    |          49 |                  1 | binary:logistic |               0.5  |    0.801072 |      1 |         27.9908  |   0.9722   |      0.947153 |   0.933281 |
| _train_4baba60a | TERMINATED | 127.0.0.1:67285 | 0.0114302   | error         | 28.093     |           0 |                  1 | binary:logistic |               0.5  |    0.552483 |      1 |          1.90865 |   0.9722   |      0.947153 |   0.933281 |
| _train_4d75f7ce | TERMINATED | 127.0.0.1:67284 | 0.00386774  | error         | 47.4643    |           5 |                  9 | binary:logistic |               0.5  |    0.724275 |      1 |          4.84863 |   0.969985 |      0.947153 |   0.933281 |
| _train_4eecd3de | TERMINATED | 127.0.0.1:67290 | 0.00506018  | logloss       | 48.93      |           2 |                  2 | binary:logistic |               1    |    0.752694 |      1 |          2.80618 |   0.9722   |      0.947153 |   0.933281 |
| _train_4efa00cc | TERMINATED | 127.0.0.1:67293 | 0.0235247   | error         | 72.5868    |          11 |                  9 | binary:logistic |               1    |    0.650855 |      1 |         10.6265  |   0.9722   |      0.947153 |   0.933281 |
| _train_4f0c42d2 | TERMINATED | 127.0.0.1:67299 | 0.0947587   | aucpr         | 61.9939    |          44 |                  7 | binary:logistic |               1    |    0.937676 |      1 |         21.1957  |   0.972126 |      0.94727  |   0.9335   |
| _train_4fae96b8 | TERMINATED | 127.0.0.1:67288 | 0.00817893  | auc           | 99.9791    |           2 |                  5 | binary:logistic |               0.5  |    0.788129 |      1 |          2.67192 |   0.9722   |      0.947153 |   0.933281 |
| _train_51c954e2 | TERMINATED | 127.0.0.1:67289 | 0.0447278   | auc           | 78.6644    |          41 |                  6 | binary:logistic |               0.5  |    0.850787 |      1 |         20.6926  |   0.968108 |      0.945542 |   0.932995 |
| _train_51d83430 | TERMINATED | 127.0.0.1:67298 | 0.347367    | auc           | 41.7366    |          34 |                  3 | binary:logistic |               0.25 |    0.743562 |      1 |         23.6305  |   0.873393 |      0.881002 |   0.885452 |
| _train_52382d5e | TERMINATED | 127.0.0.1:67306 | 0.00188979  | logloss       | 45.3735    |           3 |                  3 | binary:logistic |               0.5  |    0.581376 |      1 |          3.91667 |   0.9722   |      0.947153 |   0.933281 |
| _train_527513b8 | TERMINATED | 127.0.0.1:67308 | 0.0748045   | logloss       | 75.4561    |          31 |                  6 | binary:logistic |               0.5  |    0.501204 |      1 |         19.3312  |   0.972042 |      0.947153 |   0.933281 |
| _train_52b4c364 | TERMINATED | 127.0.0.1:67309 | 0.488855    | aucpr         | 95.6223    |          48 |                  0 | binary:logistic |               0.25 |    0.993567 |      1 |         37.969   |   0.85711  |      0.868313 |   0.87491  |
| _train_52c4b5a8 | TERMINATED | 127.0.0.1:67303 | 0.135682    | error         | 91.3172    |          26 |                  1 | binary:logistic |               0.5  |    0.76479  |      1 |         27.6969  |   0.9722   |      0.947153 |   0.933281 |
| _train_56dd92ae | TERMINATED | 127.0.0.1:67312 | 0.000111133 | aucpr         | 36.5619    |          24 |                  2 | binary:logistic |               1    |    0.944332 |      1 |         23.3852  |   0.971485 |      0.947098 |   0.933577 |
| _train_576be05e | TERMINATED | 127.0.0.1:67302 | 0.00439197  | logloss       | 58.3797    |           1 |                  8 | binary:logistic |               0.5  |    0.578352 |      1 |          2.47139 |   0.9722   |      0.947153 |   0.933281 |
| _train_5a64d860 | TERMINATED | 127.0.0.1:67329 | 0.028396    | error         |  2.75938   |          17 |                  1 | binary:logistic |               1    |    0.909862 |      1 |         17.8523  |   0.966703 |      0.947838 |   0.936519 |
| _train_5c0b267e | TERMINATED | 127.0.0.1:67328 | 0.0675372   | logloss       | 68.5975    |          37 |                  0 | binary:logistic |               0.25 |    0.977535 |      1 |         34.0579  |   0.816477 |      0.838743 |   0.851001 |
| _train_5d02188a | TERMINATED | 127.0.0.1:67339 | 0.727039    | auc           | 18.9213    |           8 |                  2 | binary:logistic |               0.5  |    0.88164  |      1 |          8.46622 |   0.950493 |      0.936983 |   0.929265 |
| _train_5f32792e | TERMINATED | 127.0.0.1:67338 | 0.0217604   | aucpr         | 85.7202    |          22 |                  5 | binary:logistic |               1    |    0.999588 |      1 |         19.9496  |   0.972042 |      0.947153 |   0.933281 |
| _train_5f83266c | TERMINATED | 127.0.0.1:67348 | 0.0088201   | auc           | 81.9154    |           7 |                  0 | binary:logistic |               0.5  |    0.820323 |      1 |          7.63461 |   0.968008 |      0.945512 |   0.932971 |
| _train_60591632 | TERMINATED | 127.0.0.1:67349 | 0.281538    | auc           | 38.6352    |           0 |                  3 | binary:logistic |               0.25 |    0.82156  |      1 |          1.82911 |   0.9722   |      0.947153 |   0.933281 |
| _train_61524f18 | TERMINATED | 127.0.0.1:67355 | 0.000165803 | error         | 28.7211    |           0 |                  8 | binary:logistic |               0.5  |    0.622357 |      1 |          2.13054 |   0.9722   |      0.947153 |   0.933281 |
| _train_62d4be16 | TERMINATED | 127.0.0.1:67354 | 0.000263155 | auc           | 21.1875    |           3 |                  0 | binary:logistic |               0.5  |    0.689244 |      1 |          3.42547 |   0.9722   |      0.947153 |   0.933281 |
| _train_643da650 | TERMINATED | 127.0.0.1:67363 | 0.619286    | auc           |  7.1661    |           9 |                  0 | binary:logistic |               0.25 |    0.807667 |      1 |          9.18029 |   0.877437 |      0.887494 |   0.893373 |
| _train_64ded17e | TERMINATED | 127.0.0.1:67364 | 0.000779253 | logloss       | 40.0958    |          12 |                  3 | binary:logistic |               1    |    0.540354 |      1 |         11.4199  |   0.971645 |      0.947097 |   0.933491 |
| _train_64ee345c | TERMINATED | 127.0.0.1:67359 | 0.9738      | aucpr         | 43.697     |          19 |                  9 | binary:logistic |               0.5  |    0.573523 |      1 |         16.8882  |   0.961501 |      0.941798 |   0.930794 |
| _train_665d85fe | TERMINATED | 127.0.0.1:67358 | 0.00352016  | error         | 30.3011    |           0 |                  2 | binary:logistic |               0.5  |    0.50002  |      1 |          1.87166 |   0.9722   |      0.947153 |   0.933281 |
| _train_666bf526 | TERMINATED | 127.0.0.1:67367 | 0.0158889   | logloss       |  0.0256971 |          38 |                  6 | binary:logistic |               1    |    0.737084 |      1 |         18.7529  |   0.968457 |      0.947166 |   0.934739 |
| _train_667a5454 | TERMINATED | 127.0.0.1:67370 | 0.227644    | error         |  1.9279    |          40 |                  1 | binary:logistic |               1    |    0.965166 |      1 |         28.2146  |   0.965369 |      0.947753 |   0.937584 |
| _train_675cb8b2 | TERMINATED | 127.0.0.1:67369 | 0.570998    | auc           |  6.32818   |          33 |                  1 | binary:logistic |               0.5  |    0.704998 |      1 |         29.4849  |   0.942462 |      0.933329 |   0.92814  |
| _train_68e74292 | TERMINATED | 127.0.0.1:67374 | 0.049088    | aucpr         | 84.0564    |          15 |                  4 | binary:logistic |               1    |    0.98489  |      1 |         15.156   |   0.971761 |      0.947185 |   0.933565 |
| _train_6b8716e4 | TERMINATED | 127.0.0.1:67373 | 0.120773    | error         | 93.6732    |          13 |                  4 | binary:logistic |               1    |    0.968121 |      1 |         13.2113  |   0.9722   |      0.947153 |   0.933281 |
| _train_6c894760 | TERMINATED | 127.0.0.1:67379 | 0.0340882   | error         | 24.5738    |          11 |                  4 | binary:logistic |               1    |    0.662853 |      1 |         10.9418  |   0.971761 |      0.947185 |   0.933565 |
| _train_6c9a6c0c | TERMINATED | 127.0.0.1:67377 | 0.174157    | logloss       | 65.0232    |          28 |                  3 | binary:logistic |               0.5  |    0.920493 |      1 |         22.9406  |   0.968721 |      0.946534 |   0.933491 |
| _train_6ddba3a6 | TERMINATED | 127.0.0.1:67378 | 0.000315468 | aucpr         | 16.914     |          22 |                  0 | binary:logistic |               1    |    0.903247 |      1 |         22.7335  |   0.969709 |      0.947259 |   0.934327 |
| _train_7090dbf2 | TERMINATED | 127.0.0.1:67384 | 0.0572594   | aucpr         | 75.7729    |          38 |                  1 | binary:logistic |               1    |    0.953483 |      1 |         25.0304  |   0.971722 |      0.947156 |   0.93354  |
| _train_72b85874 | TERMINATED | 127.0.0.1:67383 | 0.0895966   | aucpr         | 78.2126    |          36 |                  0 | binary:logistic |               1    |    0.860915 |      1 |         28.1761  |   0.9722   |      0.947153 |   0.933281 |
| _train_72fb5430 | TERMINATED | 127.0.0.1:67388 | 0.848569    | auc           | 11.323     |           5 |                  8 | binary:logistic |               1    |    0.658066 |      1 |          4.69776 |   0.970885 |      0.946619 |   0.933164 |
| _train_74348c22 | TERMINATED | 127.0.0.1:67387 | 0.000233872 | logloss       | 34.6228    |          42 |                  1 | binary:logistic |               1    |    0.841521 |      1 |         23.1496  |   0.971761 |      0.947185 |   0.933565 |
| _train_759f7e14 | TERMINATED | 127.0.0.1:67393 | 0.000352645 | error         | 23.4805    |           3 |                  2 | binary:logistic |               1    |    0.799986 |      1 |          3.42555 |   0.9722   |      0.947153 |   0.933281 |
| _train_75af1b4e | TERMINATED | 127.0.0.1:67392 | 0.013145    | error         | 33.8849    |          44 |                  2 | binary:logistic |               0.25 |    0.719262 |      1 |         22.093   |   0.889082 |      0.892202 |   0.894011 |
| _train_77f936c8 | TERMINATED | 127.0.0.1:67397 | 0.110878    | error         | 27.2084    |          10 |                  2 | binary:logistic |               0.25 |    0.7474   |      1 |         10.4075  |   0.876288 |      0.884476 |   0.889271 |
| _train_7979295e | TERMINATED | 127.0.0.1:67391 | 0.420359    | error         |  9.8601    |          29 |                  0 | binary:logistic |               1    |    0.890701 |      1 |         32.4025  |   0.969585 |      0.948039 |   0.936038 |
| _train_79d5ceb6 | TERMINATED | 127.0.0.1:67400 | 0.000454917 | auc           | 39.078     |           6 |                  3 | binary:logistic |               0.25 |    0.822009 |      1 |          5.96905 |   0.882101 |      0.887252 |   0.889959 |
| _train_7c03ae24 | TERMINATED | 127.0.0.1:67399 | 0.000181654 | logloss       | 13.9555    |           8 |                  5 | binary:logistic |               1    |    0.759929 |      1 |          8.20363 |   0.971424 |      0.947153 |   0.933694 |
| _train_7c688c7c | TERMINATED | 127.0.0.1:67407 | 0.141961    | aucpr         | 67.5075    |          21 |                  7 | binary:logistic |               1    |    0.644462 |      1 |         18.6235  |   0.9722   |      0.947153 |   0.933281 |
| _train_7cd63f88 | TERMINATED | 127.0.0.1:67404 | 0.271514    | error         | 91.9504    |          35 |                  5 | binary:logistic |               1    |    0.876415 |      1 |         21.3758  |   0.9722   |      0.947153 |   0.933281 |
| _train_7f9a0d9e | TERMINATED | 127.0.0.1:67403 | 0.764338    | error         | 19.0737    |          33 |                  1 | binary:logistic |               1    |    0.910157 |      1 |         29.4311  |   0.96746  |      0.946218 |   0.934382 |
| _train_7faa249a | TERMINATED | 127.0.0.1:67409 | 0.00115787  | auc           | 81.9232    |           5 |                  8 | binary:logistic |               0.5  |    0.711756 |      1 |          4.91909 |   0.969985 |      0.947153 |   0.933281 |
| _train_81a30e38 | TERMINATED | 127.0.0.1:67419 | 0.0421161   | logloss       |  8.87906   |           9 |                  3 | binary:logistic |               0.5  |    0.692923 |      1 |          9.4362  |   0.957531 |      0.941664 |   0.932563 |
| _train_825f29e2 | TERMINATED | 127.0.0.1:67416 | 0.00741438  | error         | 98.3066    |          19 |                  9 | binary:logistic |               1    |    0.727755 |      1 |         14.5508  |   0.971761 |      0.947185 |   0.933565 |
| _train_836a0b2c | TERMINATED | 127.0.0.1:67415 | 0.0017171   | logloss       | 11.322     |           1 |                  2 | binary:logistic |               1    |    0.618567 |      1 |          2.32905 |   0.9722   |      0.947153 |   0.933281 |
| _train_83fbe736 | TERMINATED | 127.0.0.1:67422 | 0.00282433  | error         | 51.8118    |           6 |                  8 | binary:logistic |               0.5  |    0.84833  |      1 |          6.49115 |   0.968047 |      0.9456   |   0.932785 |
| _train_84fa08e8 | TERMINATED | 127.0.0.1:67425 | 0.0024251   | error         | 25.9157    |           4 |                  2 | binary:logistic |               0.5  |    0.774524 |      1 |          4.532   |   0.9722   |      0.947153 |   0.933281 |
| _train_8508a6c8 | TERMINATED | 127.0.0.1:67421 | 0.0265387   | error         |  5.84714   |           7 |                  7 | binary:logistic |               1    |    0.666391 |      1 |          7.33876 |   0.971761 |      0.947185 |   0.933565 |
| _train_8638fafc | TERMINATED | 127.0.0.1:67428 | 0.99397     | aucpr         | 70.1404    |          39 |                  0 | binary:logistic |               1    |    0.678754 |      1 |         35.3464  |   0.967959 |      0.946074 |   0.932716 |
| _train_89e189bc | TERMINATED | 127.0.0.1:67427 | 0.0386806   | error         |  0.822836  |           4 |                  3 | binary:logistic |               1    |    0.601687 |      1 |          3.36657 |   0.9722   |      0.947153 |   0.933281 |
| _train_8a0943bc | TERMINATED | 127.0.0.1:67433 | 0.0836455   | error         |  0.0404042 |           2 |                  4 | binary:logistic |               1    |    0.562427 |      1 |          2.66605 |   0.9722   |      0.947153 |   0.933281 |
| _train_8a19a1ee | TERMINATED | 127.0.0.1:67436 | 0.0914561   | aucpr         | 73.7978    |          42 |                  1 | binary:logistic |               1    |    0.859733 |      1 |         26.0859  |   0.972126 |      0.94727  |   0.9335   |
| _train_8a29b188 | TERMINATED | 127.0.0.1:67439 | 0.000376761 | aucpr         | 23.474     |          45 |                  3 | binary:logistic |               1    |    0.928508 |      1 |         21.9382  |   0.970945 |      0.947156 |   0.933954 |
| _train_8c394de4 | TERMINATED | 127.0.0.1:67432 | 0.00154668  | logloss       | 21.7287    |           2 |                  7 | binary:logistic |               1    |    0.611789 |      1 |          2.5151  |   0.9722   |      0.947153 |   0.933281 |
| _train_8c491314 | TERMINATED | 127.0.0.1:67431 | 0.0104216   | logloss       | 54.0602    |          10 |                  3 | binary:logistic |               1    |    0.778496 |      1 |          9.77633 |   0.971645 |      0.947097 |   0.933491 |
| _train_8c7b01c6 | TERMINATED | 127.0.0.1:67443 | 0.513166    | auc           | 16.706     |           3 |                  4 | binary:logistic |               1    |    0.652786 |      1 |          3.23057 |   0.9722   |      0.947153 |   0.933281 |
| _train_8d53bb42 | TERMINATED | 127.0.0.1:67442 | 0.00554877  | aucpr         | 61.3501    |          47 |                  1 | binary:logistic |               1    |    0.829083 |      1 |         24.8084  |   0.971645 |      0.947097 |   0.933491 |
| _train_8ebd7b30 | TERMINATED | 127.0.0.1:67448 | 0.000138118 | logloss       | 20.2462    |           0 |                  5 | binary:logistic |               1    |    0.837863 |      1 |          2.01237 |   0.9722   |      0.947153 |   0.933281 |
| _train_8ecbe9c2 | TERMINATED | 127.0.0.1:67452 | 0.0186991   | logloss       | 28.1027    |           7 |                  1 | binary:logistic |               1    |    0.789838 |      1 |          7.50039 |   0.971761 |      0.947185 |   0.933565 |
| _train_8f1c8206 | TERMINATED | 127.0.0.1:67447 | 0.000870558 | error         | 49.9046    |          31 |                  2 | binary:logistic |               1    |    0.59551  |      1 |         21.9015  |   0.971645 |      0.947097 |   0.933491 |
| _train_909038a8 | TERMINATED | 127.0.0.1:67454 | 0.024114    | error         | 32.9335    |           4 |                  2 | binary:logistic |               1    |    0.690582 |      1 |          4.35779 |   0.9722   |      0.947153 |   0.933281 |
| _train_921ac814 | TERMINATED | 127.0.0.1:67446 | 0.194629    | error         | 94.2628    |          25 |                  4 | binary:logistic |               1    |    0.629299 |      1 |         20.9802  |   0.9722   |      0.947153 |   0.933281 |
| _train_92b0371e | TERMINATED | 127.0.0.1:67456 | 0.0139497   | auc           | 97.0511    |           1 |                  6 | binary:logistic |               0.5  |    0.531019 |      1 |          2.25166 |   0.9722   |      0.947153 |   0.933281 |
| _train_9390a47a | TERMINATED | 127.0.0.1:67457 | 0.00522722  | auc           | 56.4614    |           8 |                  2 | binary:logistic |               1    |    0.755555 |      1 |          9.15102 |   0.971761 |      0.947185 |   0.933565 |
| _train_95064dd2 | TERMINATED | 127.0.0.1:67467 | 0.00345153  | auc           | 69.4549    |          11 |                  9 | binary:logistic |               1    |    0.637256 |      1 |         11.418   |   0.971645 |      0.947097 |   0.933491 |
| _train_95b33ef2 | TERMINATED | 127.0.0.1:67464 | 0.0690324   | auc           | 65.9533    |          17 |                  0 | binary:logistic |               0.25 |    0.736013 |      1 |         21.4312  |   0.817569 |      0.838601 |   0.850781 |
| _train_9650f0b6 | TERMINATED | 127.0.0.1:67463 | 0.142407    | aucpr         | 76.867     |          14 |                  0 | binary:logistic |               1    |    0.710142 |      1 |         16.0902  |   0.9722   |      0.947153 |   0.933281 |
| _train_9a78948c | TERMINATED | 127.0.0.1:67469 | 0.00655584  | auc           | 60.1108    |          13 |                  9 | binary:logistic |               1    |    0.609982 |      1 |         10.6191  |   0.971645 |      0.947097 |   0.933491 |
| _train_9a9b9bee | TERMINATED | 127.0.0.1:67490 | 0.000102762 | auc           |  4.63698   |          15 |                  3 | binary:logistic |               1    |    0.873225 |      1 |         13.6024  |   0.968864 |      0.94725  |   0.935214 |
| _train_9c07ce80 | TERMINATED | 127.0.0.1:67489 | 0.0325246   | error         |  1.95173   |           2 |                  4 | binary:logistic |               0.5  |    0.562019 |      1 |          2.67181 |   0.9722   |      0.947153 |   0.933281 |
| _train_9d78942a | TERMINATED | 127.0.0.1:67496 | 0.0836194   | error         | 14.6522    |           5 |                  4 | binary:logistic |               1    |    0.577294 |      1 |          4.92993 |   0.9722   |      0.947153 |   0.933281 |
| _train_9d89876c | TERMINATED | 127.0.0.1:67494 | 0.0525224   | error         | 13.3376    |           7 |                  2 | binary:logistic |               0.25 |    0.548901 |      1 |          7.28743 |   0.884907 |      0.890851 |   0.894317 |
| _train_9fbabe3e | TERMINATED | 127.0.0.1:67495 | 0.000579489 | auc           | 44.7069    |          12 |                  9 | binary:logistic |               1    |    0.522868 |      1 |         10.3664  |   0.971645 |      0.947097 |   0.933491 |
| _train_9fcafe0c | TERMINATED | 127.0.0.1:67502 | 0.337864    | logloss       | 96.4738    |          18 |                  9 | binary:logistic |               0.5  |    0.948588 |      1 |         16.8023  |   0.971809 |      0.947153 |   0.933281 |
| _train_9fdcac9c | TERMINATED | 127.0.0.1:67506 | 0.0178671   | error         |  7.82198   |           4 |                  3 | binary:logistic |               0.5  |    0.698329 |      1 |          4.50089 |   0.972138 |      0.947208 |   0.933398 |
| _train_a016433a | TERMINATED | 127.0.0.1:67501 | 0.0119932   | error         | 63.3357    |           6 |                  8 | binary:logistic |               1    |    0.588314 |      1 |          6.31561 |   0.9722   |      0.947153 |   0.933281 |
| _train_a2441330 | TERMINATED | 127.0.0.1:67500 | 0.103388    | error         |  5.06392   |           9 |                  2 | binary:logistic |               1    |    0.624258 |      1 |          8.25065 |   0.971514 |      0.947406 |   0.934034 |
| _train_a259bd16 | TERMINATED | 127.0.0.1:67509 | 0.0637175   | aucpr         | 99.9952    |           2 |                  5 | binary:logistic |               1    |    0.507295 |      1 |          2.96602 |   0.9722   |      0.947153 |   0.933281 |
| _train_a2950254 | TERMINATED | 127.0.0.1:67511 | 0.44529     | auc           |  9.17582   |           0 |                  0 | binary:logistic |               0.5  |    0.78619  |      1 |          1.72057 |   0.9722   |      0.947153 |   0.933281 |
| _train_a418b22e | TERMINATED | 127.0.0.1:67512 | 0.0155429   | error         | 37.6732    |          35 |                  1 | binary:logistic |               1    |    0.719276 |      1 |         22.1405  |   0.971761 |      0.947185 |   0.933565 |
| _train_a582f1ce | TERMINATED | 127.0.0.1:67517 | 0.00230512  | logloss       | 57.8349    |          28 |                  7 | binary:logistic |               0.25 |    0.54319  |      1 |         16.7908  |   0.8851   |      0.889301 |   0.891514 |
| _train_a59217a8 | TERMINATED | 127.0.0.1:67521 | 0.0249485   | error         | 41.446     |          16 |                  1 | binary:logistic |               1    |    0.599015 |      1 |         16.3883  |   0.971761 |      0.947185 |   0.933565 |
| _train_a5a3caca | TERMINATED | 127.0.0.1:67523 | 0.00137269  | aucpr         | 46.7433    |           5 |                  8 | binary:logistic |               1    |    0.534144 |      1 |          5.44881 |   0.9722   |      0.947153 |   0.933281 |
| _train_a5d2cb22 | TERMINATED | 127.0.0.1:67525 | 0.000665416 | error         | 88.2539    |          25 |                  3 | binary:logistic |               1    |    0.64111  |      1 |         19.6539  |   0.971645 |      0.947097 |   0.933491 |
| _train_a5e4a518 | TERMINATED | 127.0.0.1:67526 | 0.251846    | logloss       | 31.8661    |          30 |                  4 | binary:logistic |               0.5  |    0.569398 |      1 |         20.4358  |   0.968013 |      0.945664 |   0.933234 |
| _train_a5f5aff2 | TERMINATED | 127.0.0.1:67516 | 0.0073873   | logloss       | 18.8449    |           1 |                  7 | binary:logistic |               1    |    0.837341 |      1 |          2.40536 |   0.9722   |      0.947153 |   0.933281 |
| _train_a75df69c | TERMINATED | 127.0.0.1:67529 | 0.00193566  | logloss       | 30.2513    |           3 |                  3 | binary:logistic |               1    |    0.58995  |      1 |          3.62089 |   0.9722   |      0.947153 |   0.933281 |
| _train_a8db3034 | TERMINATED | 127.0.0.1:67515 | 0.00324166  | aucpr         | 83.8579    |          37 |                  1 | binary:logistic |               0.5  |    0.88979  |      1 |         25.3816  |   0.967202 |      0.94488  |   0.932465 |
| _train_a920f66e | TERMINATED | 127.0.0.1:67532 | 0.00388203  | aucpr         | 80.6501    |          32 |                  2 | binary:logistic |               0.25 |    0.847472 |      1 |         23.4982  |   0.88413  |      0.889333 |   0.891542 |
| _train_ab01661c | TERMINATED | 127.0.0.1:67531 | 0.00226111  | logloss       | 16.8718    |          26 |                  4 | binary:logistic |               1    |    0.624687 |      1 |         19.1234  |   0.971472 |      0.9472   |   0.933741 |
| _train_ab66ff72 | TERMINATED | 127.0.0.1:67539 | 0.0126767   | auc           |  3.4855    |           1 |                  6 | binary:logistic |               0.5  |    0.507276 |      1 |          2.28236 |   0.9722   |      0.947153 |   0.933281 |
| _train_ac0dc3e8 | TERMINATED | 127.0.0.1:67535 | 0.00944189  | auc           | 53.7641    |          10 |                  8 | binary:logistic |               1    |    0.550682 |      1 |          9.76746 |   0.971645 |      0.947097 |   0.933491 |
| _train_af847d82 | TERMINATED | 127.0.0.1:67536 | 0.0389968   | auc           | 72.6848    |           0 |                  5 | binary:logistic |               0.5  |    0.520977 |      1 |          1.74887 |   0.9722   |      0.947153 |   0.933281 |
| _train_b188c26e | TERMINATED | 127.0.0.1:67545 | 0.000438796 | aucpr         | 49.0067    |           8 |                  2 | binary:logistic |               1    |    0.808779 |      1 |          8.59554 |   0.971663 |      0.947131 |   0.933534 |
| _train_b1bb1ee4 | TERMINATED | 127.0.0.1:67547 | 0.666168    | auc           | 60.0684    |          14 |                  0 | binary:logistic |               0.5  |    0.748289 |      1 |         16.1445  |   0.963784 |      0.942705 |   0.930959 |
| _train_b2012d08 | TERMINATED | 127.0.0.1:67542 | 0.00629476  | error         | 90.7328    |          11 |                  6 | binary:logistic |               1    |    0.680696 |      1 |         10.9703  |   0.9722   |      0.947153 |   0.933281 |
| _train_b2b3468c | TERMINATED | 127.0.0.1:67541 | 0.126304    | aucpr         | 70.9247    |          13 |                  4 | binary:logistic |               1    |    0.958721 |      1 |         13.2216  |   0.9722   |      0.947153 |   0.933281 |
| _train_b37514a6 | TERMINATED | 127.0.0.1:67549 | 0.00271869  | error         | 55.2352    |           9 |                  8 | binary:logistic |               1    |    0.533588 |      1 |          9.09529 |   0.971645 |      0.947097 |   0.933491 |
| _train_b3bce4a2 | TERMINATED | 127.0.0.1:67555 | 0.0015381   | error         | 47.6285    |           4 |                  9 | binary:logistic |               0.5  |    0.561411 |      1 |          4.48325 |   0.9722   |      0.947153 |   0.933281 |
| _train_b4448344 | TERMINATED | 127.0.0.1:67552 | 0.221606    | auc           | 13.0911    |           3 |                  0 | binary:logistic |               0.25 |    0.974735 |      1 |          3.52139 |   0.865046 |      0.874386 |   0.879868 |
| _train_b82dd802 | TERMINATED | 127.0.0.1:67551 | 0.000213478 | auc           | 25.395     |           6 |                  1 | binary:logistic |               1    |    0.936611 |      1 |          5.27145 |   0.971855 |      0.947153 |   0.933281 |
| _train_b8457886 | TERMINATED | 127.0.0.1:67557 | 0.349267    | auc           | 86.4025    |          23 |                  6 | binary:logistic |               0.5  |    0.899293 |      1 |         19.8076  |   0.972245 |      0.947279 |   0.93345  |
| _train_b8fcff42 | TERMINATED | 127.0.0.1:67563 | 0.000605694 | auc           | 98.5898    |          12 |                  9 | binary:logistic |               1    |    0.807687 |      1 |         11.5637  |   0.971761 |      0.947185 |   0.933565 |
| _train_b90c9074 | TERMINATED | 127.0.0.1:67567 | 0.187227    | aucpr         | 92.9361    |          20 |                  1 | binary:logistic |               1    |    0.765823 |      1 |         22.03    |   0.9722   |      0.947153 |   0.933281 |
| _train_b966eca4 | TERMINATED | 127.0.0.1:67569 | 0.0313239   | error         | 62.3768    |          21 |                  7 | binary:logistic |               1    |    0.667003 |      1 |         17.7218  |   0.971761 |      0.947185 |   0.933565 |
| _train_b9782c94 | TERMINATED | 127.0.0.1:67562 | 0.527614    | auc           | 56.833     |           0 |                  3 | binary:logistic |               0.25 |    0.816903 |      1 |          1.6578  |   0.9722   |      0.947153 |   0.933281 |
| _train_ba5552a4 | TERMINATED | 127.0.0.1:67573 | 0.00110924  | auc           | 42.5366    |           8 |                  9 | binary:logistic |               1    |    0.585721 |      1 |          8.07782 |   0.971761 |      0.947185 |   0.933565 |
| _train_ba65bfae | TERMINATED | 127.0.0.1:67561 | 0.0209807   | logloss       | 32.8378    |           2 |                  8 | binary:logistic |               1    |    0.508911 |      1 |          2.84129 |   0.9722   |      0.947153 |   0.933281 |
| _train_bc7691c4 | TERMINATED | 127.0.0.1:67575 | 0.0046449   | logloss       | 10.1785    |           7 |                  6 | binary:logistic |               1    |    0.989321 |      1 |          7.49212 |   0.971187 |      0.947007 |   0.933537 |
| _train_bc876454 | TERMINATED | 127.0.0.1:67571 | 0.0429727   | error         | 16.9614    |           5 |                  5 | binary:logistic |               1    |    0.704857 |      1 |          5.44503 |   0.9722   |      0.947153 |   0.933281 |
| _train_bccf9396 | TERMINATED | 127.0.0.1:67580 | 0.0688704   | error         | 22.6267    |          15 |                  2 | binary:logistic |               1    |    0.728251 |      1 |         15.9819  |   0.971642 |      0.947176 |   0.933614 |
| _train_bd7808d2 | TERMINATED | 127.0.0.1:67578 | 0.0547481   | aucpr         | 34.9873    |          41 |                  2 | binary:logistic |               1    |    0.928319 |      1 |         24.8819  |   0.971761 |      0.947185 |   0.933565 |
| _train_bdc5a632 | TERMINATED | 127.0.0.1:67584 | 0.000710281 | aucpr         | 36.9412    |          34 |                  3 | binary:logistic |               1    |    0.658514 |      1 |         20.527   |   0.971645 |      0.947097 |   0.933491 |
| _train_c13749e2 | TERMINATED | 127.0.0.1:67586 | 0.00206007  | auc           | 45.106     |           6 |                  3 | binary:logistic |               0.5  |    0.581031 |      1 |          6.34415 |   0.968826 |      0.945599 |   0.932699 |
| _train_c14977e8 | TERMINATED | 127.0.0.1:67582 | 0.158689    | logloss       | 88.1398    |          26 |                  9 | binary:logistic |               1    |    0.905958 |      1 |         20.9411  |   0.9722   |      0.947153 |   0.933281 |
| _train_c20db6a8 | TERMINATED | 127.0.0.1:67589 | 0.301934    | logloss       |  3.42301   |          43 |                  2 | binary:logistic |               0.25 |    0.828456 |      1 |         27.6458  |   0.886216 |      0.894559 |   0.899445 |
| _train_c37d7488 | TERMINATED | 127.0.0.1:67588 | 0.108713    | aucpr         | 80.0847    |          39 |                  5 | binary:logistic |               1    |    0.997423 |      1 |         23.7576  |   0.9722   |      0.947153 |   0.933281 |
| _train_c58389e8 | TERMINATED | 127.0.0.1:67596 | 0.00390018  | error         | 84.4647    |          24 |                  9 | binary:logistic |               0.5  |    0.918885 |      1 |         19.9721  |   0.966799 |      0.945059 |   0.932955 |
| _train_c621f51a | TERMINATED | 127.0.0.1:67592 | 0.297678    | auc           | 76.0734    |          23 |                  8 | binary:logistic |               0.5  |    0.937345 |      1 |         21.229   |   0.969362 |      0.94629  |   0.933281 |
| _train_c741d686 | TERMINATED | 127.0.0.1:67598 | 0.40154     | aucpr         | 90.0421    |          32 |                  6 | binary:logistic |               1    |    0.895471 |      1 |         22.7681  |   0.9722   |      0.947153 |   0.933281 |
| _train_c8c1ec76 | TERMINATED | 127.0.0.1:67593 | 0.215006    | logloss       | 95.5223    |          18 |                  6 | binary:logistic |               0.5  |    0.999832 |      1 |         19.3832  |   0.972042 |      0.947153 |   0.933281 |
| _train_c92f4744 | TERMINATED | 127.0.0.1:67601 | 0.0809067   | auc           |  0.298238  |           1 |                  5 | binary:logistic |               0.5  |    0.869395 |      1 |          2.43693 |   0.9722   |      0.947153 |   0.933281 |
| _train_cc42bdee | TERMINATED | 127.0.0.1:67600 | 0.147278    | logloss       | 99.9908    |          27 |                  4 | binary:logistic |               0.5  |    0.961746 |      1 |         22.882   |   0.9722   |      0.947153 |   0.933281 |
| _train_ccf4b6c0 | TERMINATED | 127.0.0.1:67604 | 0.187446    | aucpr         | 86.7135    |          20 |                  0 | binary:logistic |               0.5  |    0.973421 |      1 |         26.0528  |   0.972081 |      0.947153 |   0.933281 |
| _train_cde8fc58 | TERMINATED | 127.0.0.1:67605 | 0.358181    | auc           | 20.7112    |          16 |                  6 | binary:logistic |               0.5  |    0.680845 |      1 |         15.8389  |   0.953828 |      0.938958 |   0.930588 |
| _train_cf703492 | TERMINATED | 127.0.0.1:67609 | 0.122636    | error         | 82.3969    |          13 |                  7 | binary:logistic |               1    |    0.951288 |      1 |         12.7804  |   0.9722   |      0.947153 |   0.933281 |
| _train_d3290c80 | TERMINATED | 127.0.0.1:67608 | 0.00845698  | auc           | 77.3696    |          36 |                  7 | binary:logistic |               0.25 |    0.859235 |      1 |         17.8704  |   0.884212 |      0.889464 |   0.891652 |
| _train_d438fca2 | TERMINATED | 127.0.0.1:67616 | 0.0109903   | auc           | 66.304     |          23 |                  7 | binary:logistic |               1    |    0.983517 |      1 |         18.9632  |   0.971485 |      0.947098 |   0.933577 |
| _train_d47887f0 | TERMINATED | 127.0.0.1:67612 | 0.000816704 | auc           | 74.1738    |          28 |                  6 | binary:logistic |               1    |    0.552999 |      1 |         16.5634  |   0.971645 |      0.947097 |   0.933491 |
| _train_d6883130 | TERMINATED | 127.0.0.1:67613 | 0.00104184  | auc           | 78.8024    |          30 |                  6 | binary:logistic |               1    |    0.885923 |      1 |         18.6092  |   0.971761 |      0.947185 |   0.933565 |
| _train_d698d2e2 | TERMINATED | 127.0.0.1:67620 | 0.00551712  | auc           | 51.0378    |          11 |                  8 | binary:logistic |               0.5  |    0.568062 |      1 |         11.001   |   0.968108 |      0.945542 |   0.932995 |
| _train_d6aafa58 | TERMINATED | 127.0.0.1:67618 | 0.00193707  | logloss       | 40.3844    |           9 |                  5 | binary:logistic |               0.5  |    0.535686 |      1 |          9.45843 |   0.967631 |      0.945424 |   0.93307  |
| _train_d8e04fee | TERMINATED | 127.0.0.1:67624 | 0.00302792  | logloss       | 26.3587    |           3 |                  5 | binary:logistic |               1    |    0.505077 |      1 |          3.68046 |   0.9722   |      0.947153 |   0.933281 |
| _train_d953f0ac | TERMINATED | 127.0.0.1:67619 | 0.00698604  | logloss       | 20.7965    |           4 |                  5 | binary:logistic |               1    |    0.518874 |      1 |          4.43127 |   0.9722   |      0.947153 |   0.933281 |
| _train_db710ae6 | TERMINATED | 127.0.0.1:67627 | 0.00855476  | logloss       | 15.2852    |           7 |                  5 | binary:logistic |               0.25 |    0.511057 |      1 |          6.8353  |   0.881423 |      0.88811  |   0.892014 |
| _train_dc8647fc | TERMINATED | 127.0.0.1:67626 | 0.817051    | error         |  6.74989   |          10 |                  7 | binary:logistic |               1    |    0.91779  |      1 |          9.06445 |   0.966836 |      0.94667  |   0.934773 |
| _train_dd5bc800 | TERMINATED | 127.0.0.1:67631 | 0.01284     | logloss       | 28.9053    |           5 |                  6 | binary:logistic |               1    |    0.612997 |      1 |          4.70779 |   0.9722   |      0.947153 |   0.933281 |
| _train_de6cf94e | TERMINATED | 127.0.0.1:67630 | 0.991527    | logloss       |  8.07552   |          17 |                  5 | binary:logistic |               0.5  |    0.877587 |      1 |         17.5426  |   0.936905 |      0.929993 |   0.925273 |
| _train_dfe48698 | TERMINATED | 127.0.0.1:67636 | 0.0496404   | auc           | 12.061     |          10 |                  6 | binary:logistic |               1    |    0.634098 |      1 |         10.3185  |   0.97171  |      0.947218 |   0.933642 |
| _train_dff6a008 | TERMINATED | 127.0.0.1:67640 | 0.0172049   | error         | 85.6456    |          29 |                  7 | binary:logistic |               1    |    0.759351 |      1 |         19.3871  |   0.971761 |      0.947185 |   0.933565 |
| _train_e00a44f0 | TERMINATED | 127.0.0.1:67642 | 0.0280144   | error         | 93.1897    |          22 |                  6 | binary:logistic |               0.25 |    0.739745 |      1 |         19.3445  |   0.815961 |      0.838306 |   0.85157  |
| _train_e042c8de | TERMINATED | 127.0.0.1:67634 | 0.0154508   | auc           | 53.4935    |          12 |                  8 | binary:logistic |               0.5  |    0.947489 |      1 |         12.2376  |   0.967748 |      0.945513 |   0.933144 |
| _train_e1ba9dae | TERMINATED | 127.0.0.1:67644 | 0.0644318   | aucpr         | 97.7278    |          14 |                  5 | binary:logistic |               1    |    0.900089 |      1 |         14.8841  |   0.9722   |      0.947153 |   0.933281 |
| _train_e25faae2 | TERMINATED | 127.0.0.1:67635 | 0.690154    | auc           | 87.1012    |          35 |                  4 | binary:logistic |               1    |    0.875705 |      1 |         25.0177  |   0.971635 |      0.947178 |   0.933373 |
| _train_e2810b9c | TERMINATED | 127.0.0.1:67650 | 0.00437997  | logloss       | 18.8789    |           1 |                  7 | binary:logistic |               1    |    0.795667 |      1 |          2.67966 |   0.9722   |      0.947153 |   0.933281 |
| _train_e305938a | TERMINATED | 127.0.0.1:67647 | 0.157098    | logloss       | 99.126     |          33 |                  6 | binary:logistic |               0.5  |    0.963766 |      1 |         22.126   |   0.9722   |      0.947153 |   0.933281 |
| _train_e3650734 | TERMINATED | 127.0.0.1:67646 | 0.297038    | logloss       | 39.1841    |           0 |                  4 | binary:logistic |               0.25 |    0.825623 |      1 |          2.03737 |   0.9722   |      0.947153 |   0.933281 |
| _train_e60ac3ca | TERMINATED | 127.0.0.1:67656 | 0.458537    | aucpr         | 88.6437    |          27 |                  3 | binary:logistic |               1    |    0.646182 |      1 |         23.6755  |   0.972245 |      0.947279 |   0.93345  |
| _train_e6c4a2c2 | TERMINATED | 127.0.0.1:67653 | 0.0184797   | aucpr         | 91.4951    |          31 |                  6 | binary:logistic |               0.5  |    0.904612 |      1 |         20.4542  |   0.967469 |      0.945542 |   0.932995 |
| _train_e848cc18 | TERMINATED | 127.0.0.1:67652 | 0.244337    | auc           | 64.7732    |           7 |                  9 | binary:logistic |               0.25 |    0.852684 |      1 |          7.34865 |   0.849007 |      0.862739 |   0.870865 |
| _train_e96bd6a8 | TERMINATED | 127.0.0.1:67659 | 0.091583    | error         | 84.7165    |          24 |                  5 | binary:logistic |               0.5  |    0.865622 |      1 |         21.2302  |   0.968954 |      0.947153 |   0.933281 |
| _train_ea5a23b2 | TERMINATED | 127.0.0.1:67658 | 0.366254    | auc           | 81.1965    |          21 |                  5 | binary:logistic |               0.5  |    0.945101 |      1 |         20.9211  |   0.968768 |      0.945592 |   0.932714 |
| _train_eca03972 | TERMINATED | 127.0.0.1:67664 | 0.408039    | aucpr         | 92.7405    |          48 |                  1 | binary:logistic |               0.5  |    0.925745 |      1 |         28.6205  |   0.9722   |      0.947153 |   0.933281 |
| _train_edc7c2de | TERMINATED | 127.0.0.1:67663 | 0.0432074   | error         | 63.011     |          19 |                  9 | binary:logistic |               1    |    0.601922 |      1 |         16.3194  |   0.9722   |      0.947153 |   0.933281 |
| _train_ede7c2d2 | TERMINATED | 127.0.0.1:67667 | 0.0325058   | error         | 69.112     |          20 |                  8 | binary:logistic |               1    |    0.666786 |      1 |         17.1122  |   0.971761 |      0.947185 |   0.933565 |
| _train_eeb5ea18 | TERMINATED | 127.0.0.1:67668 | 0.00130437  | error         | 50.4128    |           6 |                  9 | binary:logistic |               0.5  |    0.845761 |      1 |          6.3456  |   0.968426 |      0.94621  |   0.933367 |
| _train_f1fa92c8 | TERMINATED | 127.0.0.1:67675 | 0.00989495  | aucpr         | 95.1455    |          38 |                  7 | binary:logistic |               0.5  |    0.979948 |      1 |         19.9662  |   0.967085 |      0.944791 |   0.93239  |
| _train_f2cad73a | TERMINATED | 127.0.0.1:67671 | 0.81848     | aucpr         | 97.2838    |          44 |                  6 | binary:logistic |               0.5  |    0.796196 |      1 |         21.3442  |   0.954513 |      0.93872  |   0.929845 |
| _train_f485d264 | TERMINATED | 127.0.0.1:67672 | 0.593369    | aucpr         | 90.2336    |          40 |                  6 | binary:logistic |               1    |    0.96857  |      1 |         22.7408  |   0.971592 |      0.946873 |   0.933176 |
| _train_f5e66e20 | TERMINATED | 127.0.0.1:67678 | 0.022899    | error         | 82.5357    |           9 |                  7 | binary:logistic |               1    |    0.780591 |      1 |          9.14622 |   0.971645 |      0.947097 |   0.933491 |
| _train_f70e6168 | TERMINATED | 127.0.0.1:67677 | 0.497727    | error         |  0.14287   |          26 |                  3 | binary:logistic |               0.5  |    0.616688 |      1 |         24.1658  |   0.938072 |      0.932091 |   0.92809  |
| _train_f87fb524 | TERMINATED | 127.0.0.1:67683 | 0.940535    | auc           | 72.6095    |          29 |                  4 | binary:logistic |               0.5  |    0.603411 |      1 |         22.2711  |   0.953657 |      0.936461 |   0.926819 |
| _train_f8925d3c | TERMINATED | 127.0.0.1:67687 | 0.23766     | aucpr         | 74.839     |          46 |                  2 | binary:logistic |               0.5  |    0.913105 |      1 |         25.8789  |   0.972081 |      0.94727  |   0.9335   |
| _train_f904fd2e | TERMINATED | 127.0.0.1:67682 | 0.649352    | aucpr         | 99.7021    |          27 |                  3 | binary:logistic |               1    |    0.638886 |      1 |         23.6481  |   0.972042 |      0.947208 |   0.933398 |
| _train_fa4f9df6 | TERMINATED | 127.0.0.1:67689 | 0.433321    | aucpr         | 87.593     |          33 |                  4 | binary:logistic |               0.5  |    0.69715  |      1 |         22.5988  |   0.968734 |      0.945642 |   0.932813 |
| _train_fd79e25c | TERMINATED | 127.0.0.1:67681 | 0.202061    | auc           | 94.2755    |          25 |                  4 | binary:logistic |               0.5  |    0.720075 |      1 |         21.3489  |   0.9722   |      0.947153 |   0.933281 |
| _train_00016b62 | TERMINATED | 127.0.0.1:67692 | 0.00599772  | auc           | 79.2989    |          23 |                  6 | binary:logistic |               1    |    0.571764 |      1 |         17.1522  |   0.971761 |      0.947185 |   0.933565 |
| _train_00d4df10 | TERMINATED | 127.0.0.1:67693 | 0.347836    | error         | 95.1679    |          30 |                  4 | binary:logistic |               1    |    0.649176 |      1 |         21.699   |   0.9722   |      0.947153 |   0.933281 |
| _train_00fd95ae | TERMINATED | 127.0.0.1:67697 | 0.548223    | aucpr         | 89.4299    |          18 |                  1 | binary:logistic |               1    |    0.65214  |      1 |         20.5958  |   0.9722   |      0.947153 |   0.933281 |
| _train_0372aefa | TERMINATED | 127.0.0.1:67696 | 0.280269    | auc           | 24.3539    |          22 |                  3 | binary:logistic |               1    |    0.629474 |      1 |         21.2517  |   0.972023 |      0.947375 |   0.933716 |
| _train_06e66b9e | TERMINATED | 127.0.0.1:67701 | 0.47036     | aucpr         | 83.8339    |          29 |                  3 | binary:logistic |               1    |    0.998987 |      1 |         26.007   |   0.972135 |      0.947287 |   0.933521 |
| _train_092ec3ec | TERMINATED | 127.0.0.1:67704 | 0.109232    | aucpr         | 86.2515    |          41 |                  2 | binary:logistic |               1    |    0.987883 |      1 |         25.6215  |   0.9722   |      0.947153 |   0.933281 |
| _train_09401b4c | TERMINATED | 127.0.0.1:67700 | 0.42906     | aucpr         | 92.5239    |          48 |                  1 | binary:logistic |               0.5  |    0.93004  |      1 |         28.8862  |   0.972003 |      0.947279 |   0.93345  |
| _train_09541c14 | TERMINATED | 127.0.0.1:67706 | 0.16635     | aucpr         | 89.0256    |          40 |                  4 | binary:logistic |               0.5  |    0.939194 |      1 |         23.8687  |   0.9722   |      0.947153 |   0.933281 |
| _train_0a8e7610 | TERMINATED | 127.0.0.1:67715 | 0.990202    | aucpr         | 97.867     |          45 |                  0 | binary:logistic |               0.5  |    0.959851 |      1 |         37.7114  |   0.965438 |      0.943818 |   0.93178  |
| _train_0ba6359c | TERMINATED | 127.0.0.1:67714 | 0.752298    | logloss       | 27.5737    |          27 |                  3 | binary:logistic |               1    |    0.67392  |      1 |         25.4896  |   0.968602 |      0.945695 |   0.932965 |
| _train_0c6ee2bc | TERMINATED | 127.0.0.1:67718 | 0.13604     | logloss       | 96.131     |          33 |                  7 | binary:logistic |               0.5  |    0.979671 |      1 |         21.4314  |   0.9722   |      0.947153 |   0.933281 |
| _train_0f274620 | TERMINATED | 127.0.0.1:67719 | 0.323038    | error         | 78.8852    |          21 |                  3 | binary:logistic |               0.25 |    0.645957 |      1 |         20.8006  |   0.879821 |      0.886107 |   0.889775 |
| _train_0fdd8ebc | TERMINATED | 127.0.0.1:67723 | 0.00450324  | auc           | 30.8947    |          28 |                  2 | binary:logistic |               0.5  |    0.888908 |      1 |         23.2095  |   0.932795 |      0.924074 |   0.919117 |
| _train_122c0fe0 | TERMINATED | 127.0.0.1:67722 | 0.0729494   | error         | 57.9655    |          16 |                  8 | binary:logistic |               0.5  |    0.900096 |      1 |         15.8667  |   0.968154 |      0.945601 |   0.933045 |
| _train_18ae067a | TERMINATED | 127.0.0.1:67727 | 0.00285612  | logloss       | 35.7366    |          23 |                  8 | binary:logistic |               0.5  |    0.613894 |      1 |         16.9174  |   0.967748 |      0.945513 |   0.933144 |
| _train_19dd7eb8 | TERMINATED | 127.0.0.1:67726 | 0.00150709  | error         | 81.7745    |          17 |                  3 | binary:logistic |               0.5  |    0.861137 |      1 |         16.694   |   0.968108 |      0.945542 |   0.932995 |
| _train_1ab0b9c2 | TERMINATED | 127.0.0.1:67731 | 0.00283921  | error         | 67.5565    |          30 |                  5 | binary:logistic |               0.5  |    0.810714 |      1 |         20.1621  |   0.968041 |      0.945542 |   0.932995 |
| _train_1b7ff214 | TERMINATED | 127.0.0.1:67730 | 0.264268    | error         | 71.0486    |          26 |                  9 | binary:logistic |               0.5  |    0.685178 |      1 |         18.5973  |   0.971768 |      0.947153 |   0.933281 |
| _train_1bebab12 | TERMINATED | 127.0.0.1:67738 | 0.60904     | aucpr         | 91.7796    |          24 |                  1 | binary:logistic |               0.5  |    0.671329 |      1 |         26.487   |   0.970923 |      0.946791 |   0.933207 |
| _train_1c60026e | TERMINATED | 127.0.0.1:67734 | 0.106315    | aucpr         | 88.3588    |          22 |                  2 | binary:logistic |               1    |    0.713246 |      1 |         21.6849  |   0.9722   |      0.947153 |   0.933281 |
| _train_1cfedec0 | TERMINATED | 127.0.0.1:67735 | 0.168808    | aucpr         | 86.0531    |          37 |                  3 | binary:logistic |               1    |    0.950941 |      1 |         24.8528  |   0.9722   |      0.947153 |   0.933281 |
| _train_1d263380 | TERMINATED | 127.0.0.1:67741 | 0.544113    | aucpr         | 83.3354    |          18 |                  1 | binary:logistic |               1    |    0.688291 |      1 |         21.0855  |   0.972126 |      0.94727  |   0.9335   |
| _train_1ffcb1c4 | TERMINATED | 127.0.0.1:67740 | 0.209765    | aucpr         |  5.52228   |          36 |                  4 | binary:logistic |               1    |    0.589919 |      1 |         22.2249  |   0.969647 |      0.947534 |   0.93483  |
| _train_237f0644 | TERMINATED | 127.0.0.1:67745 | 0.823504    | auc           | 11.3848    |          31 |                  4 | binary:logistic |               1    |    0.841991 |      1 |         25.4433  |   0.966177 |      0.946315 |   0.935037 |
| _train_24f6974e | TERMINATED | 127.0.0.1:67744 | 0.000157472 | logloss       | 17.4616    |           3 |                  5 | binary:logistic |               1    |    0.783053 |      1 |          3.65879 |   0.9722   |      0.947153 |   0.933281 |
| _train_25475f62 | TERMINATED | 127.0.0.1:67749 | 0.177078    | aucpr         | 84.9931    |          25 |                  2 | binary:logistic |               0.5  |    0.919318 |      1 |         23.7372  |   0.969362 |      0.94629  |   0.933281 |
| _train_280d4f9a | TERMINATED | 127.0.0.1:67748 | 0.0867062   | aucpr         | 82.1237    |          34 |                  2 | binary:logistic |               0.5  |    0.939042 |      1 |         23.7255  |   0.968698 |      0.946418 |   0.933565 |
| _train_28ab8c50 | TERMINATED | 127.0.0.1:67756 | 0.00245198  | auc           | 10.9872    |           8 |                  2 | binary:logistic |               0.5  |    0.620673 |      1 |          8.11098 |   0.96545  |      0.945156 |   0.933626 |
| _train_28dc6b04 | TERMINATED | 127.0.0.1:67753 | 0.000288083 | auc           | 25.1793    |           6 |                  3 | binary:logistic |               0.5  |    0.747345 |      1 |          6.41087 |   0.968577 |      0.946049 |   0.933429 |
| _train_2b0da316 | TERMINATED | 127.0.0.1:67752 | 0.00730434  | auc           | 75.3805    |           5 |                  5 | binary:logistic |               0.25 |    0.660985 |      1 |          4.90615 |   0.818509 |      0.839144 |   0.850944 |
| _train_2c61b52c | TERMINATED | 127.0.0.1:67762 | 0.00831449  | auc           | 16.0788    |           1 |                  2 | binary:logistic |               0.5  |    0.604403 |      1 |          2.13807 |   0.9722   |      0.947153 |   0.933281 |
| _train_2d34131e | TERMINATED | 127.0.0.1:67758 | 0.62875     | auc           |  1.54548   |           2 |                  3 | binary:logistic |               1    |    0.536967 |      1 |          2.52925 |   0.972161 |      0.947123 |   0.933256 |
| _train_2f503da8 | TERMINATED | 127.0.0.1:67759 | 0.312447    | auc           | 77.2556    |          38 |                  2 | binary:logistic |               1    |    0.582093 |      1 |         23.7048  |   0.9722   |      0.947153 |   0.933281 |
| _train_2f62eae8 | TERMINATED | 127.0.0.1:67766 | 0.325589    | error         | 91.0236    |          32 |                  4 | binary:logistic |               0.5  |    0.64784  |      1 |         22.2522  |   0.9722   |      0.947153 |   0.933281 |
| _train_2f774e52 | TERMINATED | 127.0.0.1:67770 | 0.370127    | error         | 95.2305    |          30 |                  4 | binary:logistic |               1    |    0.732629 |      1 |         22.9088  |   0.9722   |      0.947153 |   0.933281 |
| _train_2f8cf95a | TERMINATED | 127.0.0.1:67772 | 0.250285    | aucpr         | 99.4641    |          42 |                  0 | binary:logistic |               0.5  |    0.971885 |      1 |         35.2178  |   0.9722   |      0.947153 |   0.933281 |
| _train_2fdb9592 | TERMINATED | 127.0.0.1:67764 | 0.737197    | aucpr         | 99.8817    |          39 |                  1 | binary:logistic |               0.5  |    0.991325 |      1 |         30.4361  |   0.964646 |      0.943499 |   0.931715 |
| _train_30549028 | TERMINATED | 127.0.0.1:67765 | 0.0122471   | error         | 23.8526    |           3 |                  1 | binary:logistic |               0.5  |    0.62944  |      1 |          3.64634 |   0.9722   |      0.947153 |   0.933281 |
| _train_30918938 | TERMINATED | 127.0.0.1:67778 | 0.46837     | auc           | 32.148     |           5 |                  2 | binary:logistic |               1    |    0.555833 |      1 |          5.18289 |   0.9722   |      0.947153 |   0.933281 |
| _train_33f26e76 | TERMINATED | 127.0.0.1:67776 | 0.252148    | auc           | 93.8389    |          15 |                  1 | binary:logistic |               0.25 |    0.999639 |      1 |         17.5985  |   0.859277 |      0.870097 |   0.876248 |
| _train_34eed102 | TERMINATED | 127.0.0.1:67784 | 0.12539     | aucpr         | 88.0779    |          29 |                  3 | binary:logistic |               1    |    0.658709 |      1 |         22.4869  |   0.9722   |      0.947153 |   0.933281 |
| _train_35bcc030 | TERMINATED | 127.0.0.1:67780 | 0.00347848  | logloss       | 27.5053    |           4 |                  5 | binary:logistic |               1    |    0.524618 |      1 |          4.46496 |   0.9722   |      0.947153 |   0.933281 |
| _train_3690d758 | TERMINATED | 127.0.0.1:67781 | 0.00541393  | error         | 80.208     |          21 |                  2 | binary:logistic |               1    |    0.699565 |      1 |         20.356   |   0.971761 |      0.947185 |   0.933565 |
| _train_38023910 | TERMINATED | 127.0.0.1:67787 | 0.00173771  | aucpr         | 70.1965    |          34 |                  7 | binary:logistic |               1    |    0.550892 |      1 |         17.5987  |   0.971645 |      0.947097 |   0.933491 |
| _train_39e9c16c | TERMINATED | 127.0.0.1:67786 | 0.139289    | logloss       | 22.5001    |          13 |                  6 | binary:logistic |               1    |    0.952491 |      1 |         14.1551  |   0.97164  |      0.947216 |   0.933676 |
| _train_3edf39d6 | TERMINATED | 127.0.0.1:67792 | 0.0152544   | logloss       | 97.1875    |          32 |                  7 | binary:logistic |               0.5  |    0.90693  |      1 |         19.323   |   0.96743  |      0.945542 |   0.932995 |
| _train_3ef44150 | TERMINATED | 127.0.0.1:67796 | 0.00125889  | error         | 91.3374    |          11 |                  3 | binary:logistic |               0.5  |    0.504637 |      1 |         10.6032  |   0.971645 |      0.947097 |   0.933491 |
| _train_3f4bd7d0 | TERMINATED | 127.0.0.1:67791 | 0.260339    | aucpr         | 96.4436    |          43 |                  0 | binary:logistic |               0.25 |    0.993033 |      1 |         36.0041  |   0.866447 |      0.875738 |   0.881189 |
| _train_3ff5772c | TERMINATED | 127.0.0.1:67790 | 0.206486    | aucpr         | 89.1215    |          45 |                  0 | binary:logistic |               1    |    0.999179 |      1 |         32.5088  |   0.9722   |      0.947153 |   0.933281 |
| _train_43c47a92 | TERMINATED | 127.0.0.1:67801 | 0.101611    | aucpr         | 79.4103    |          39 |                  5 | binary:logistic |               1    |    0.92629  |      1 |         21.4364  |   0.9722   |      0.947153 |   0.933281 |
| _train_43dcee38 | TERMINATED | 127.0.0.1:67798 | 0.0575078   | aucpr         |  8.12704   |          19 |                  4 | binary:logistic |               0.5  |    0.734369 |      1 |         18.4577  |   0.951401 |      0.93747  |   0.929617 |
| _train_4422b2ba | TERMINATED | 127.0.0.1:67803 | 0.0751608   | aucpr         | 86.5469    |          47 |                  1 | binary:logistic |               1    |    0.963408 |      1 |         25.5465  |   0.972126 |      0.94727  |   0.9335   |
| _train_46183982 | TERMINATED | 127.0.0.1:67807 | 0.000905135 | logloss       | 83.9622    |          36 |                  6 | binary:logistic |               0.5  |    0.526173 |      1 |         17.5615  |   0.967451 |      0.945168 |   0.932637 |
| _train_462f99ba | TERMINATED | 127.0.0.1:67806 | 0.905002    | auc           | 99.9766    |          12 |                  2 | binary:logistic |               1    |    0.97401  |      1 |         13.2881  |   0.970428 |      0.946696 |   0.933235 |
| _train_46ff8b20 | TERMINATED | 127.0.0.1:67805 | 0.000438573 | auc           | 29.6697    |           3 |                  3 | binary:logistic |               0.5  |    0.690268 |      1 |          3.50502 |   0.9722   |      0.947153 |   0.933281 |
| _train_48868138 | TERMINATED | 127.0.0.1:67811 | 0.191936    | aucpr         | 92.9643    |          42 |                  0 | binary:logistic |               1    |    0.970931 |      1 |         31.6481  |   0.9722   |      0.947153 |   0.933281 |
| _train_4a9ad1a4 | TERMINATED | 127.0.0.1:67814 | 0.154782    | aucpr         | 99.8777    |          27 |                  4 | binary:logistic |               1    |    0.983325 |      1 |         22.1149  |   0.9722   |      0.947153 |   0.933281 |
| _train_4cc2a34e | TERMINATED | 127.0.0.1:67813 | 0.125341    | aucpr         | 89.6717    |          43 |                  0 | binary:logistic |               0.25 |    0.935194 |      1 |         33.7717  |   0.830016 |      0.849314 |   0.860861 |
| _train_5041359e | TERMINATED | 127.0.0.1:67819 | 0.402595    | error         | 76.6284    |          37 |                  2 | binary:logistic |               1    |    0.915194 |      1 |         25.7361  |   0.9722   |      0.947153 |   0.933281 |
| _train_505dca4c | TERMINATED | 127.0.0.1:67818 | 0.0519359   | auc           | 74.4254    |          25 |                  6 | binary:logistic |               0.5  |    0.567074 |      1 |         17.3514  |   0.968108 |      0.945542 |   0.932995 |
| _train_52d90b24 | TERMINATED | 127.0.0.1:67817 | 0.063577    | error         | 94.1574    |          25 |                  4 | binary:logistic |               1    |    0.631039 |      1 |         19.3633  |   0.9722   |      0.947153 |   0.933281 |
| _train_52ece9b4 | TERMINATED | 127.0.0.1:67823 | 0.0352243   | aucpr         | 73.4368    |          31 |                  3 | binary:logistic |               1    |    0.708    |      1 |         20.608   |   0.9722   |      0.947153 |   0.933281 |
| _train_55205a4a | TERMINATED | 127.0.0.1:67824 | 0.0062581   | aucpr         | 90.0551    |           7 |                  5 | binary:logistic |               0.5  |    0.598624 |      1 |          7.05971 |   0.9722   |      0.947153 |   0.933281 |
| _train_56bc75c8 | TERMINATED | 127.0.0.1:67829 | 0.00492929  | logloss       | 85.8771    |           0 |                  1 | binary:logistic |               0.5  |    0.543698 |      1 |          1.92235 |   0.9722   |      0.947153 |   0.933281 |
| _train_56d1b104 | TERMINATED | 127.0.0.1:67828 | 0.213134    | aucpr         | 91.9762    |          23 |                  3 | binary:logistic |               1    |    0.890419 |      1 |         22.4493  |   0.9722   |      0.947153 |   0.933281 |
| _train_5a0b4af6 | TERMINATED | 127.0.0.1:67827 | 0.000110838 | auc           | 14.0972    |          37 |                  0 | binary:logistic |               0.5  |    0.723764 |      1 |         29.2858  |   0.949515 |      0.935931 |   0.928269 |
| _train_5a201490 | TERMINATED | 127.0.0.1:67834 | 0.0403125   | auc           | 80.9491    |          20 |                  6 | binary:logistic |               1    |    0.613289 |      1 |         17.3066  |   0.9722   |      0.947153 |   0.933281 |
| _train_5b7e7200 | TERMINATED | 127.0.0.1:67833 | 0.000204589 | auc           | 21.5087    |           8 |                  3 | binary:logistic |               1    |    0.671903 |      1 |          8.35365 |   0.971645 |      0.947097 |   0.933491 |
| _train_5ced48a0 | TERMINATED | 127.0.0.1:67839 | 0.000316604 | error         |  3.03794   |           4 |                  4 | binary:logistic |               1    |    0.579388 |      1 |          4.47807 |   0.9722   |      0.947153 |   0.933281 |
| _train_5e26bdaa | TERMINATED | 127.0.0.1:67838 | 0.385844    | error         | 98.3193    |          24 |                  3 | binary:logistic |               0.25 |    0.769145 |      1 |         22.838   |   0.872574 |      0.880981 |   0.885905 |
| _train_5fc8f9a2 | TERMINATED | 127.0.0.1:67843 | 0.602202    | auc           | 82.264     |          41 |                  1 | binary:logistic |               0.5  |    0.559441 |      1 |         26.6523  |   0.970369 |      0.947134 |   0.933586 |
| _train_6166b0a6 | TERMINATED | 127.0.0.1:67842 | 0.0240709   | error         | 87.1674    |          20 |                  4 | binary:logistic |               1    |    0.775892 |      1 |         19.2126  |   0.971761 |      0.947185 |   0.933565 |
| _train_61cc8124 | TERMINATED | 127.0.0.1:67848 | 0.000546245 | auc           |  4.99522   |           2 |                  7 | binary:logistic |               1    |    0.837688 |      1 |          2.82069 |   0.9722   |      0.947153 |   0.933281 |
| _train_61ecb642 | TERMINATED | 127.0.0.1:67852 | 0.115912    | logloss       | 20.3979    |          28 |                  3 | binary:logistic |               1    |    0.655939 |      1 |         22.479   |   0.971786 |      0.947317 |   0.933753 |
| _train_62028b48 | TERMINATED | 127.0.0.1:67856 | 0.00779251  | aucpr         | 72.3849    |          16 |                  5 | binary:logistic |               1    |    0.753819 |      1 |         16.2544  |   0.971645 |      0.947097 |   0.933491 |
| _train_62762a94 | TERMINATED | 127.0.0.1:67847 | 0.532785    | auc           | 44.4198    |          26 |                  5 | binary:logistic |               0.25 |    0.641824 |      1 |         21.301   |   0.860341 |      0.870912 |   0.87713  |
| _train_65c94afa | TERMINATED | 127.0.0.1:67858 | 0.300326    | auc           | 42.4505    |          23 |                  6 | binary:logistic |               0.25 |    0.677938 |      1 |         19.4847  |   0.861129 |      0.871795 |   0.87807  |
| _train_67510e8a | TERMINATED | 127.0.0.1:67846 | 0.0945638   | error         | 17.9985    |          19 |                  7 | binary:logistic |               0.5  |    0.63953  |      1 |         17.8433  |   0.953294 |      0.937789 |   0.929072 |
| _train_67a1e8dc | TERMINATED | 127.0.0.1:67861 | 0.048389    | error         | 95.9525    |          22 |                  8 | binary:logistic |               0.5  |    0.703993 |      1 |         18.4439  |   0.971645 |      0.947097 |   0.933491 |
| _train_6cef595a | TERMINATED | 127.0.0.1:67860 | 0.000252181 | auc           |  8.95558   |           9 |                  7 | binary:logistic |               1    |    0.799803 |      1 |          9.10604 |   0.971142 |      0.947461 |   0.933944 |
| _train_6d48cc88 | TERMINATED | 127.0.0.1:67865 | 0.715589    | auc           |  0.263579  |           1 |                  4 | binary:logistic |               1    |    0.818502 |      1 |          2.26729 |   0.9722   |      0.947153 |   0.933281 |
| _train_6e7657b0 | TERMINATED | 127.0.0.1:67864 | 0.0197929   | aucpr         | 93.9661    |          26 |                  5 | binary:logistic |               0.5  |    0.744074 |      1 |         20.8471  |   0.968108 |      0.945542 |   0.932995 |
| _train_6ea671e8 | TERMINATED | 127.0.0.1:67869 | 0.00808334  | auc           | 85.4062    |          35 |                  5 | binary:logistic |               1    |    0.896088 |      1 |         20.9144  |   0.971761 |      0.947185 |   0.933565 |
| _train_70f9cb0c | TERMINATED | 127.0.0.1:67868 | 0.00992949  | auc           | 77.8718    |          34 |                  5 | binary:logistic |               1    |    0.855529 |      1 |         20.4426  |   0.971761 |      0.947185 |   0.933565 |
| _train_71331be6 | TERMINATED | 127.0.0.1:67876 | 0.988465    | aucpr         |  2.2083    |          14 |                  3 | binary:logistic |               0.5  |    0.714139 |      1 |         15.489   |   0.928994 |      0.924648 |   0.922085 |
| _train_71953e34 | TERMINATED | 127.0.0.1:67878 | 0.458547    | aucpr         | 79.5805    |          31 |                  4 | binary:logistic |               1    |    0.944718 |      1 |         24.6934  |   0.9722   |      0.947153 |   0.933281 |
| _train_72061140 | TERMINATED | 127.0.0.1:67872 | 0.137982    | logloss       | 96.9651    |          33 |                  6 | binary:logistic |               0.5  |    0.878373 |      1 |         21.4102  |   0.9722   |      0.947153 |   0.933281 |
| _train_72ecf920 | TERMINATED | 127.0.0.1:67880 | 0.00562817  | aucpr         | 89.0209    |          15 |                  2 | binary:logistic |               0.5  |    0.970796 |      1 |         16.6511  |   0.967085 |      0.944791 |   0.93239  |
| _train_737d01be | TERMINATED | 127.0.0.1:67873 | 0.0776756   | error         |  1.12968   |           2 |                  4 | binary:logistic |               1    |    0.589013 |      1 |          3.02117 |   0.9722   |      0.947153 |   0.933281 |
| _train_74fa6c20 | TERMINATED | 127.0.0.1:67886 | 0.179321    | logloss       | 38.0156    |          29 |                  3 | binary:logistic |               1    |    0.57235  |      1 |         22.2165  |   0.972118 |      0.947213 |   0.933417 |
| _train_7533c920 | TERMINATED | 127.0.0.1:67883 | 0.00183448  | logloss       | 61.1289    |          27 |                  7 | binary:logistic |               0.5  |    0.958983 |      1 |         20.8437  |   0.930914 |      0.922599 |   0.917869 |
| _train_76c66b12 | TERMINATED | 127.0.0.1:67882 | 0.836877    | auc           | 70.6064    |          28 |                  4 | binary:logistic |               1    |    0.787083 |      1 |         24.0783  |   0.969305 |      0.945893 |   0.932894 |
| _train_7c78136c | TERMINATED | 127.0.0.1:67892 | 0.436175    | auc           | 69.0565    |          25 |                  4 | binary:logistic |               1    |    0.621782 |      1 |         21.3597  |   0.9722   |      0.947153 |   0.933281 |
| _train_7d14f632 | TERMINATED | 127.0.0.1:67889 | 0.0303368   | error         | 84.1876    |          24 |                  2 | binary:logistic |               1    |    0.688413 |      1 |         20.7011  |   0.9722   |      0.947153 |   0.933281 |
| _train_7d6f31ec | TERMINATED | 127.0.0.1:67888 | 0.0138972   | error         | 65.0257    |           8 |                  2 | binary:logistic |               0.25 |    0.730501 |      1 |          8.62016 |   0.884439 |      0.889444 |   0.891613 |
| _train_7f4bc836 | TERMINATED | 127.0.0.1:67898 | 0.0113177   | error         | 47.0034    |           0 |                  1 | binary:logistic |               1    |    0.694139 |      1 |          2.03153 |   0.9722   |      0.947153 |   0.933281 |
| _train_7f64adf6 | TERMINATED | 127.0.0.1:67897 | 0.00374104  | logloss       | 33.9624    |           3 |                  2 | binary:logistic |               1    |    0.596992 |      1 |          3.73259 |   0.9722   |      0.947153 |   0.933281 |
| _train_805c9200 | TERMINATED | 127.0.0.1:67896 | 0.333487    | error         | 39.8914    |          22 |                  2 | binary:logistic |               0.5  |    0.609842 |      1 |         21.5839  |   0.967309 |      0.944952 |   0.932518 |
| _train_82d48d26 | TERMINATED | 127.0.0.1:67902 | 0.0230429   | error         | 66.3684    |          11 |                  2 | binary:logistic |               1    |    0.663776 |      1 |         10.6014  |   0.971761 |      0.947185 |   0.933565 |
| _train_8305b482 | TERMINATED | 127.0.0.1:67908 | 0.0269666   | error         | 55.7136    |          10 |                  2 | binary:logistic |               1    |    0.680361 |      1 |         10.4582  |   0.971761 |      0.947185 |   0.933565 |
| _train_83b69770 | TERMINATED | 127.0.0.1:67904 | 0.0180227   | logloss       | 72.2772    |           6 |                  2 | binary:logistic |               0.5  |    0.747668 |      1 |          6.05381 |   0.968666 |      0.9456   |   0.932785 |
| _train_83dac6d6 | TERMINATED | 127.0.0.1:67905 | 0.265599    | aucpr         | 92.1501    |          23 |                  3 | binary:logistic |               0.5  |    0.757041 |      1 |         22.2147  |   0.9722   |      0.947153 |   0.933281 |
| _train_8402fdb8 | TERMINATED | 127.0.0.1:67912 | 0.113927    | aucpr         | 80.3495    |          39 |                  4 | binary:logistic |               0.25 |    0.947424 |      1 |         21.8422  |   0.821204 |      0.840931 |   0.852669 |
| _train_85c5b28a | TERMINATED | 127.0.0.1:67910 | 0.0995496   | aucpr         | 77.8869    |          38 |                  1 | binary:logistic |               1    |    0.867017 |      1 |         25.5097  |   0.9722   |      0.947153 |   0.933281 |
| _train_86928e7c | TERMINATED | 127.0.0.1:67915 | 0.164897    | logloss       | 75.5694    |          33 |                  3 | binary:logistic |               0.5  |    0.885703 |      1 |         23.4738  |   0.971761 |      0.947185 |   0.933565 |
| _train_88d21bbc | TERMINATED | 127.0.0.1:67914 | 0.0409318   | error         | 14.6023    |           5 |                  5 | binary:logistic |               1    |    0.513406 |      1 |          5.04302 |   0.9722   |      0.947153 |   0.933281 |
| _train_8aa92458 | TERMINATED | 127.0.0.1:67923 | 0.0636548   | aucpr         | 83.5218    |          35 |                  1 | binary:logistic |               1    |    0.909645 |      1 |         23.0286  |   0.972126 |      0.94727  |   0.9335   |
| _train_8b1d7894 | TERMINATED | 127.0.0.1:67920 | 0.0812161   | auc           |  9.95233   |           6 |                  0 | binary:logistic |               0.5  |    0.715948 |      1 |          6.06479 |   0.96586  |      0.945564 |   0.932949 |
| _train_8bfe8e2e | TERMINATED | 127.0.0.1:67919 | 0.221167    | error         |  7.23083   |           7 |                  1 | binary:logistic |               1    |    0.720831 |      1 |          7.25808 |   0.972092 |      0.947673 |   0.934135 |
| _train_8c116ea4 | TERMINATED | 127.0.0.1:67926 | 0.000566889 | aucpr         | 51.5376    |          35 |                  8 | binary:logistic |               1    |    0.83207  |      1 |         17.7896  |   0.971645 |      0.947097 |   0.933491 |
| _train_8e47bcc8 | TERMINATED | 127.0.0.1:67925 | 0.136412    | aucpr         | 96.5921    |          40 |                  7 | binary:logistic |               0.5  |    0.991306 |      1 |         18.5159  |   0.9722   |      0.947153 |   0.933281 |
| _train_8ebc978c | TERMINATED | 127.0.0.1:67930 | 0.00164191  | auc           | 46.3248    |           1 |                  9 | binary:logistic |               0.5  |    0.540551 |      1 |          2.28988 |   0.9722   |      0.947153 |   0.933281 |
| _train_910682be | TERMINATED | 127.0.0.1:67929 | 0.000934843 | auc           | 58.8679    |           0 |                  8 | binary:logistic |               0.25 |    0.825595 |      1 |          1.70066 |   0.9722   |      0.947153 |   0.933281 |
| _train_91b80d9a | TERMINATED | 127.0.0.1:67937 | 0.000209127 | logloss       | 36.8061    |           4 |                  3 | binary:logistic |               0.5  |    0.800767 |      1 |          4.70184 |   0.9722   |      0.947153 |   0.933281 |
| _train_92642814 | TERMINATED | 127.0.0.1:67939 | 0.000387439 | error         | 35.3012    |           3 |                  3 | binary:logistic |               0.5  |    0.810461 |      1 |          3.87625 |   0.9722   |      0.947153 |   0.933281 |
| _train_927ceba6 | TERMINATED | 127.0.0.1:67933 | 0.981883    | logloss       | 29.3471    |          10 |                  6 | binary:logistic |               1    |    0.65474  |      1 |          9.32285 |   0.968397 |      0.945568 |   0.932881 |
| _train_94a0f76a | TERMINATED | 127.0.0.1:67934 | 0.0147239   | logloss       | 61.8555    |          25 |                  6 | binary:logistic |               1    |    0.504002 |      1 |         10.2285  |   0.971761 |      0.947185 |   0.933565 |
| _train_94b679be | TERMINATED | 127.0.0.1:67940 | 0.0205517   | logloss       | 49.5568    |          27 |                  6 | binary:logistic |               1    |    0.516938 |      1 |         10.2005  |   0.971761 |      0.947185 |   0.933565 |
| _train_966fdde0 | TERMINATED | 127.0.0.1:67947 | 0.677211    | aucpr         |  0.593268  |           2 |                  8 | binary:logistic |               1    |    0.820502 |      1 |          2.37025 |   0.9722   |      0.947153 |   0.933281 |
| _train_96cfa1da | TERMINATED | 127.0.0.1:67949 | 0.538016    | logloss       | 31.5342    |          21 |                  2 | binary:logistic |               1    |    0.766411 |      1 |          8.21643 |   0.971798 |      0.947551 |   0.934105 |
+-----------------+------------+-----------------+-------------+---------------+------------+-------------+--------------------+-----------------+--------------------+-------------+--------+------------------+------------+---------------+------------+


2021-11-21 07:19:36,119	INFO tune.py:630 -- Total run time: 887.01 seconds (886.58 seconds for the tuning loop).

{
    "f2_score": 0.9722449450961899,
    "fb125_score": 0.9472790476952808,
    "f1_score": 0.9334503707468065,
    "accuracy": 0.8752543840658151,
    "precision": 0.8752436647173489,
    "recall": 0.9998523404045873,
    "rmse": 0.3293491005897522,
    "base_line_f2": 0.9721995015348491,
    "base_line_accuracy": 0.874907988742152,
    "logloss": 0.37459694018841927,
    "logloss_weighted": 0.7884864624027729,
    "date": "2021-11-21_07-13-32",
    "timestamp": 1637471612,
    "time_total_s": 19.807586193084717,
    "config": {
        "objective": "binary:logistic",
        "eval_metric": "auc",
        "max_depth": 23,
        "min_child_weight": 6,
        "subsample": 0.8992930918233821,
        "gamma": 86.4024689302477,
        "eta": 0.349266982006697,
        "scale_pos_weight": 0.5
    },
}

Best configuration:

{
  "eta": 0.349266982006697,
  "eval_metric": "auc",
  "gamma": 86.4024689302477,
  "max_depth": 23,
  "min_child_weight": 6,
  "objective": "binary:logistic",
  "scale_pos_weight": 0.5,
  "subsample": 0.8992930918233821
}