> I would personally prefer if all estimators in scikit-learn could be > refitted. This is what I would expect from a batch fit method. > Mathieu
> The fit contract is that it can be called several times and that the > results of previous calls are forgotten. Warm restart should be > handled explicitly with a specific constructor parameter if required. > Alternatively one should implement partial_fit for incremental > learning. > -- > Olivier This is exactly what I would expect as well. I think this is the biggest gain of having objects instead of functions: being able to store init parameters in an object that you will then fit and evaluate on different sets. Vlad ------------------------------------------------------------------------------ RSA(R) Conference 2012 Save $700 by Nov 18 Register now http://p.sf.net/sfu/rsa-sfdev2dev1 _______________________________________________ Scikit-learn-general mailing list [email protected] https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
