Best MATLAB toolbox that implements Support Vector Regression?

machine-learning, matlab, svm

Solution

I've used libSVM. It is pretty fast and easy, and provides some useful tools, too. There are some examples of it in use here. The other nice thing is that there are implementations in C++ and Java, too, so if you find yourself needing to develop outside of Matlab (to turn a prototype into something speedy, for example), you will have a familiar interface to work with.

Problem

In this Wikipedia article about SVM there are a number of links to different implementations of MATLAB toolboxes for Support Vector Machines. Could anyone suggest which of these is best in terms of speed, ease of use, etc.?

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