scikit-learn/scikit-learn — pull request #3887 by jnothman (2014-11-26 04:37:29+00:00)
Title: [MRG] DOC narrative docs for grid search's robustness to failure

A fairly minor doc and test improvement. The `error_score` parameter in grid search wasn't mentioned in narrative docs.

I realised there were a number of best practice tips associated with parameter search, not specific to `GridSearchCV` or `RandomizedSearchCV`. I've pulled these out into a separate section, but I'm not sure that the formatting is appropriate (see screen shot below), or if there's a better way of presenting in Sphinx what might be `\paragraph` in LaTeX.

Apart from formatting, this PR is very minor.

![Uploading 3.2. Grid Search Searching for estimator parameters — scikit-learn 0.16-git documentation (1).png . . .]()