On Tue, Jan 08, 2013 at 05:14:52PM -0800, David Broyles wrote: > 1) I've noticed the size of the pickled model is quite large (e.g. ~9GB). A > comparable model trained with R's randomForest package is only about 40 GB > (and > randomForest defaults for tree complexity seem similar to scikit's).
Pickling with the standard Pythhon pickle is fairly size-inefficient. Are you using joblib.dump for pickling, which should lead to more compact storage? Gaël ------------------------------------------------------------------------------ Master Java SE, Java EE, Eclipse, Spring, Hibernate, JavaScript, jQuery and much more. Keep your Java skills current with LearnJavaNow - 200+ hours of step-by-step video tutorials by Java experts. SALE $49.99 this month only -- learn more at: http://p.sf.net/sfu/learnmore_122612 _______________________________________________ Scikit-learn-general mailing list [email protected] https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
