Package: abclass 0.5.0.9050

abclass: Angle-Based Large-Margin Classifiers

Multi-category angle-based large-margin classifiers. See Zhang and Liu (2014) <doi:10.1093/biomet/asu017> for details.

Authors:Wenjie Wang [aut, cre], Eli Lilly and Company [cph]

# Install 'abclass' in R:

install.packages('abclass', repos = c('https://wenjie2wang.r-universe.dev', 'https://cloud.r-project.org'))

Uses libs:

On CRAN:

Last updated 9 months agofrom:7fe6291b2a. Checks:OK: 4 NOTE: 5. Indexed: yes.

Dependencies:Rcpp RcppArmadillo

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