Sparse Multi-category Angle-Based Large-Margin Classifiers


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Documentation for package ‘smac’ version 1.0

Help Pages

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 conditional probability estimation for objects returned by the "cvsmac" function.
predict.smac A function that provides class label prediction and class conditional probability estimation for objects returned by the "smac" function.
smac Classification function that provides solution path to Multicategory Angle-based large-margin Classifiers (MAC) with L1 penalty