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.
|Author||Chong Zhang, Guo Xian Yau, Yufeng Liu|
|Date of publication||2014-11-01 21:14:20|
|Maintainer||Chong Zhang <firstname.lastname@example.org>|
cvsmac: A cross validation function for smac.
ex1.data: Toy example data set used in smac
predict.cvsmac: A function that provides class label prediction and class...
predict.smac: A function that provides class label prediction and class...
smac: Classification function that provides solution path to...