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Techniques for analyzing the relationship between one (or more) "dependent" variables and "independent" variables.
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Why using L1 regularization over L2?
Basically, we add a regularization term in order to prevent the coefficients to fit so perfectly to overfit.
The difference between L1 and L2 is L1 is the sum of weights and L2 is just the sum of the …