> and how to do that for linear kernel? In first analysis I think linear will
> be enough for me. In attachment I send script and input data, it's quite
> easy sample, because I have only two different groups, but for first try it
> will be enough for me

look at

http://scikit-learn.sourceforge.net/auto_examples/linear_model/plot_sgd_weighted_classes.html

Alex

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