8.1.1. Support Vector Machine (SVM)

This package contains several implementations of the Support Vector Machine method. It includes interfaces to well known SVM libraries, such as libsvm, and svmfu. It also contain a few ultra-efficient implementations due to Leon Bottou and his collaborators such as lasvm, svqp, svqp2 and svqp3.

Now for the bad news: there is essentially no documentation and practically no comment in the code. If you don't like it, complain to Leon Bottou. SVM Demos

Demos of some of the SVMs on the MNIST dataset are available in lush/packages/svm/demos . lasvm

Lasvm is a super-duper fast implementation of SVMs waiting for a documentation. libsvm

Waiting for documentation. Optimizers

svqp and svqp2 optimizers waiting for a documentation