Re: [Scikit-learn-general] inconsistencies between predict_proba and predict

2015-05-22 Thread Lars Buitinck
2015-05-22 9:01 GMT+02:00 zhenjiang zech xu : > I tested the following code and its outputs show predict_proba and predict > give very different result, even for the samples with high probability (0.7) > to be label 1 are predicted as label 1. I am very surprised. Is this problem > specific to the

Re: [Scikit-learn-general] inconsistencies between predict_proba and predict

2015-05-22 Thread chyi-kwei yau
As I know, SVM predicts class label directly without probability information. The probability of each class is just an estimation. (Check section 8 of libsvm paper: http://www.csie.ntu.edu.tw/~cjlin/papers/libsvm.pdf) On Fri, May 22, 2015 at 3:03 AM zhenjiang zech xu wrote: > Hi all, > > I test