Sentence unclear and inconsistent with code

Module 3. Hyperparameter tuning Automated tuning
#1

Hi,

In M3, Hyperparameter tuning by randomized-search, typo in description:

We will optimize 3 other parameters in addition to the ones we optimized above:

  • max_iter: it corresponds to the number of trees in the ensemble;

instead of: l2_regularization

Screen Shot 2021-06-02 at 12.50.40
Screen Shot 2021-06-02 at 12.50.401456×1186 147 KB

Small typo
#2

Thanks, we will correct this typo.

#3

I think there are a few things here:

  • we are not tuning max_iter in contrary to what the sentence is saying
  • in addition to the ones we optimized above is misleading (this is probably referring to the GridSearchCV part before we split the two notebooks).
  • we could use again the meaning of the other two parameters since this is a separate notebook
#4

Corrected in FIX description in randomized search notebook · INRIA/scikit-learn-mooc@9552f5e · GitHub