BLITZSVM: Fast L1-norm (sparse) SVM


BLITZSVM

Download

  1. blitzsvm-0.5.tar.gz (UPDATED VERSION) Release Date: March 25, 2010
    NOTE: The code has been tested under Linux 32 and 64 bit.

How to Cite?

If you use this software for a paper, thesis, report, work, etc., then please include the following work as a citation:
  1. Efficient Large Scale Linear Programming Support Vector Machines
    by S. Sra
    Europ. Conf. Machine Learning (ECML), Sep. 2006
    Paper: [.pdf]

INSTALLATION NOTES

  1. Untar
  2. ./configure
  3. make
  4. Optionally also: make test

Planned Features

  1. Cleaner BLAS + LAPACK Interface
  2. Tuned sparse matrices --- easy to hack current code, but I have no time
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