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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
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Package details |
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| Author | Chong Zhang, Guo Xian Yau, Yufeng Liu |
| Maintainer | Chong Zhang <chong.zhang@uwaterloo.ca> |
| License | GPL-2 |
| Version | 1.0 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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