Angle-Based Classification

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Documentation for package ‘abclass’ version 0.5.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

abclass	Multi-Category Angle-Based Classification
abclass.control	Multi-Category Angle-Based Classification
abclass_propscore	Estimate Propensity Score by the Angle-Based Classifiers
coef.abclass	Coefficient Estimates of A Trained Angle-Based Classifier
coef.supclass	Coefficient Estimates of A Trained Sup-Norm Classifier
cv.abclass	Tune Angle-Based Classifiers by Cross-Validation
cv.moml	MOML with Cross-Validation
cv.supclass	Tune Sup-Norm Classifiers by Cross-Validation
et.abclass	Tune Angle-Based Classifiers by ET-Lasso
et.moml	MOML with ET-Lasso
moml	Multi-Category Outcome-Weighted Margin-Based Learning (MOML)
moml.control	Multi-Category Outcome-Weighted Margin-Based Learning (MOML)
predict.abclass	Prediction by A Trained Angle-Based Classifier
predict.supclass	Predictions from A Trained Sup-Norm Classifier
supclass	Multi-Category Classifiers with Sup-Norm Regularization
supclass.control	Multi-Category Classifiers with Sup-Norm Regularization
vertex	Simplex Vertices for The Angle-Based Classification