smac: Sparse Multi-category Angle-Based Large-Margin Classifiers

This package provides a solution path for L1-penalized angle-based classification. Three loss functions are implemented in smac, including the deviance loss in logistic regression, the exponential loss in boosting, and the proximal support vector machine loss.

Getting started

Package details

AuthorChong Zhang, Guo Xian Yau, Yufeng Liu
MaintainerChong Zhang <[email protected]>
Package repositoryView on CRAN
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smac documentation built on May 29, 2017, 11:55 a.m.