Log in docs is too long

[detrin]

The log displayed in https://ing-bank.github.io/probatus/tutorials/nb_shap_feature_elimination.html is too long. Maybe consider making it shorter.

[ReinierKoops]

Thank you, will try to incorporate it in this PR: #273 .

[ReinierKoops]

In the upcoming PR I’ve changed the classifier. A way to prevent it is disabling the warnings. It’s because the check is expected behavior of RFECV in combination with LGBM. A part of the solution is setting verbose to -1 for the lgbm classifier but that don’t fix all the logging. Maybe you have some thought about this as well?

[detrin]

We had the issue back at Home Credit. I think it is not possible to silence the logs completely with using lightgbm. So, my 2 cents. Passing the verbose flag and adding instructions on how to suppress warnings globally in docs seems most simple and clean solution. The fact that the verbose option behaves as it is now it's more of issue of LightGBM.

[ReinierKoops]

Thanks, that helps. I’ll make sure to include that for the current PR as part of docs. I believe in the case for probatus with the PR changes it shouldn’t happen because there is a “workaround” I’ve implemented.