On Mon, Jan 23, 2012 at 10:07 PM, Olivier Grisel <[email protected]> wrote:
> Indeed SVC will not scale to 50k samples, only LinearSVC will. In any > case I found SGDClassifier (with the fit method) to be much faster > than LinearSVC or LogisticRegression (i.e. any liblinear based > models). And discrete naive Bayes models are sometimes even faster. Note that with LinearSVC the data will exist twice in memory. Mathieu ------------------------------------------------------------------------------ Try before you buy = See our experts in action! 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-dev2 _______________________________________________ Scikit-learn-general mailing list [email protected] https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
