Chunk #6 — 1 Introduction

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Regularization Paths for Generalized Linear Models via Coordinate Descent.

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In section 2 we present the algorithm for the elastic net, which includes the lasso and ridge regression as special cases. Section 3 and 4 discuss (two-class) logistic regression and multinomial logistic regression. Comparative timings are presented in Section 5.