2012/9/6 Vlad Niculae <[email protected]>:
> I think that the "tweaks" our implementation has are vital for real world 
> use. However the perceptron is "textbook" and it would be nice to have a 
> simple way to reproduce the simple version. Is it just a question of init 
> parameters?

Judging from the code, it seems that if fit_intercept=False, the
algorithm should be equivalent to that given in the Wikipedia.

(Intercept fitting should be on by default, though; I've seen that in
plenty of textbooks, it's just the Wikipedia that omits it.)

-- 
Lars Buitinck
Scientific programmer, ILPS
University of Amsterdam

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