https://github.com/feifeibear/smo-svm

a python implementation of libsvm
https://github.com/feifeibear/smo-svm

Last synced: 3 months ago
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a python implementation of libsvm

• Host: GitHub
• URL: https://github.com/feifeibear/smo-svm
• Owner: feifeibear
• Created: 2016-03-20T03:51:35.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2016-03-20T04:03:33.000Z (about 9 years ago)
• Last Synced: 2025-01-23T00:41:15.567Z (5 months ago)
• Language: Perl
• Size: 4.77 MB
• Stars: 3
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# SMO-SVM

a python implementation of libsvm

libsvm.py : The SMO version propoesd in this paper:

R.-E. Fan, P.-H. Chen, and C.-J. Lin. Working set selection using second order information for training SVM. Journal of Machine Learning Research 6, 1889-1918, 2005

It is also the idea adopted by 2016 libsvm 2.8+ version

oldsvm.py is a SMO version with working set selected by old method.

It should be noticed that both of them are very slow when it comes to big training set!!