2014-08-15 2:42 GMT+02:00 Joel Nothman <[email protected]>:
> This is knowledge you should be able to obtain from almost any machine
> learning course or textbook, and you should almost certainly be asking it on
> a wider forum than scikit-learn's mailing list, such as
> stats.stackexchange.com.

Actually IME few textbooks/courses care to explain this. The easiest
(but not quite rigorous) explanation I've seen occurs in Introduction
to Statistical Learning [1], pp. 219-226, where L2 is called ridge
regression and L1 lasso.

[1] http://www-bcf.usc.edu/~gareth/ISL/

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