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.

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download

Data Formats: None

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

Archive: download here

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