Hi all, Here is a report of hyper-parameters docstrings that lack some details or should be reworded to make them more user friendly for people who want to know how to tune them:
https://github.com/scikit-learn/scikit-learn/issues/657#issuecomment-4216022 I think it would also be great to enrich the docstring with a new section maybe called "Tuning tips" that gives a summary of the parameters that should always grid searched (like C and gamma for SVC with RBF kernel) along with reasonable ranges. Maybe we could even provide some API to get recommended / default grid ranges somewhere? -- Olivier http://twitter.com/ogrisel - http://github.com/ogrisel ------------------------------------------------------------------------------ Keep Your Developer Skills Current with LearnDevNow! The most comprehensive online learning library for Microsoft developers is just $99.99! Visual Studio, SharePoint, SQL - plus HTML5, CSS3, MVC3, Metro Style Apps, more. Free future releases when you subscribe now! http://p.sf.net/sfu/learndevnow-d2d _______________________________________________ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
