If you don't need probabilities you could use `clf.decision_function(x)` to get the signed distance to the hyperplane which can also be used as a confidence score.
best, Peter 2011/12/5 xinfan meng <[email protected]>: > Cool, Thanks! > > > On Mon, Dec 5, 2011 at 8:12 PM, Mathieu Blondel <[email protected]> > wrote: >> >> On Mon, Dec 5, 2011 at 9:05 PM, xinfan meng <[email protected]> wrote: >> > I understand that the LogisticRegression would be similar to LinearSVC >> > in >> > terms of performance. However, I am repeating other person's >> > experiment. >> > Still, Thank you. >> >> Paolo Losi has some code that implements Platt's method (internally >> used by libsvm) in a general fashion: >> >> >> https://github.com/paolo-losi/scikit-learn/blob/calibration/scikits/learn/calibration/platt.py >> >> It's not merged in scikit-learn yet so I guess you can copy-paste the >> code for now. >> >> Mathieu > > > > > -- > Best Wishes > -------------------------------------------- > Meng Xinfan（蒙新泛） > Institute of Computational Linguistics > Department of Computer Science & Technology > School of Electronic Engineering & Computer Science > Peking University > Beijing, 100871 > China > > ------------------------------------------------------------------------------ > All the data continuously generated in your IT infrastructure > contains a definitive record of customers, application performance, > security threats, fraudulent activity, and more. Splunk takes this > data and makes sense of it. IT sense. And common sense. > http://p.sf.net/sfu/splunk-novd2d > _______________________________________________ > Scikit-learn-general mailing list > [email protected] > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > -- Peter Prettenhofer ------------------------------------------------------------------------------ All the data continuously generated in your IT infrastructure contains a definitive record of customers, application performance, security threats, fraudulent activity, and more. Splunk takes this data and makes sense of it. IT sense. And common sense. http://p.sf.net/sfu/splunk-novd2d _______________________________________________ Scikit-learn-general mailing list [email protected] https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
