Description:

Reference implementation of the LASVM online and active SVM algorithms as described in the JMLR paper. The interesting bit is a small C library that implements the LASVM process and reprocess operations with an efficient kernel cache.

The makefile produces a small executable for demonstration purposes. This executable can be used to replicate some experiments described int the paper. But the real power comes when you use the library. Antoine and Leon usually call it using Lush bindings, but Jason and Seyda calls it from C programs.

BibTeX Entry:

Download

URL:

Project Homepage

Tags:

Large Scale, Support Vector Machine, Active Learning, Kernels, Online Learning

Archive:

download here

Comments

No one has posted any comments yet. Perhaps you'd like to be the first?

Leave a comment