I don't understand the question. By definition this function provides probability estimates. In the case of SVC, it is possible that these probabilities don't coincide with the prediction. You could make predictions using the probabilities if you'd liked. There is no other way to ensure consistency.
On 11/27/2015 05:00 AM, Jeff Levesque wrote: > Hey all, > > I have a specific question: how do I ensure that the '.predict_proba()' > method, associated with the classification sklearn, accurately provides > probability, that a provided value is one of the predefined class: > > https://github.com/jeff1evesque/machine-learning/issues/1924#issuecomment-159491052 > > There seems to be a level of error present for small datasets. Is this > normal? > > > Jeffrey Levesque > https://github.com/jeff1evesque/ > (603) 969-5363 > > Sent from my iPhone > ------------------------------------------------------------------------------ > Go from Idea to Many App Stores Faster with Intel(R) XDK > Give your users amazing mobile app experiences with Intel(R) XDK. > Use one codebase in this all-in-one HTML5 development environment. > Design, debug & build mobile apps & 2D/3D high-impact games for multiple OSs. > http://pubads.g.doubleclick.net/gampad/clk?id=254741551&iu=/4140 > _______________________________________________ > Scikit-learn-general mailing list > Scikit-learn-general@lists.sourceforge.net > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general ------------------------------------------------------------------------------ Go from Idea to Many App Stores Faster with Intel(R) XDK Give your users amazing mobile app experiences with Intel(R) XDK. Use one codebase in this all-in-one HTML5 development environment. Design, debug & build mobile apps & 2D/3D high-impact games for multiple OSs. http://pubads.g.doubleclick.net/gampad/clk?id=254741911&iu=/4140 _______________________________________________ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
