2014-03-02 16:33 GMT+01:00 Olivier Grisel <olivier.gri...@ensta.org>: > Inverting 0 and 1 does not change the problem mathematically
Actually I think it does change a bit, because Liblinear regularizes the intercept. Imagine a space of two features and two classes, clustered around (0,0) and (1,1). Unless the decision line goes through (½,½) exactly, flipping both features causes the intercept to shift and the norm ||(w,b)|| to change. ------------------------------------------------------------------------------ Flow-based real-time traffic analytics software. Cisco certified tool. Monitor traffic, SLAs, QoS, Medianet, WAAS etc. with NetFlow Analyzer Customize your own dashboards, set traffic alerts and generate reports. Network behavioral analysis & security monitoring. All-in-one tool. http://pubads.g.doubleclick.net/gampad/clk?id=126839071&iu=/4140/ostg.clktrk _______________________________________________ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
