libsvm for MATLAB - Kittipat's Homepage

libsvm for MATLAB - Kittipat's Homepage: "libsvm for MATLAB

libsvm is a great tool for SVM as it is very easy to use and is documented well. The libsvm package webpage is maintained by Chih-Chung Chang and Chih-Jen Lin of NTU. The webpage can be found here. I made this tutorial as a reminder for myself when I need to use it again. All the credits go for the libsvm developers. Here is how you can cite the libsvm.

Content

In this short tutorial, the following topics will be discussed:
How to install the libsvm for MATLAB on Unix machine
Linear-kernel SVM for binary classification
kernel SVM for binary classification
cross validation for C and Gamma
multi-class SVM: one-vs-rest (OVR)
More ready-to-use matlab example
Available matlab codes to download"

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