2012/9/26 Andreas Mueller <[email protected]>:
>
> Can you give some insights into why this check is necessary and in
> what kind of situations LibSVM fails to converge? I guess it uses
> the duality gap for convergence. Is is the case that this is not
> a good measure sometimes?

I guess this user on stackoverflow was facing a similar issue:

http://stackoverflow.com/questions/12616492/scikit-learns-gridsearchcv-with-linear-kernel-svm-takes-too-long

However he/she did not provide the data to reproduce the problem.

-- 
Olivier
http://twitter.com/ogrisel - http://github.com/ogrisel

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