shogun-toolbox/shogun — pull request #368 by vigsterkr (2012-02-10 15:55:45+00:00)
Title: Add Jensen-Shannon kernel

Jensen-Shannon kernel is often used in computer vision classification (just as HistogramIntersectionKernel), in case the feature vectors are histograms.

Although it very much depends on your dataset, i'm getting better results on my data set with Jensen-Shannon kernel with normalized histogram features than with histogram intersection kernel