Fast Algorithm for Support Vector Machine

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Documentation for package ‘hdsvm’ version 1.0.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

coef.cv.hdsvm	Extract Coefficients from a 'cv.hdsvm' Object
coef.cv.nc.hdsvm	Extract Coefficients from a 'cv.nc.hdsvm' Object
coef.hdsvm	Extract Model Coefficients from a 'hdsvm' Object
coef.nc.hdsvm	Extract Model Coefficients from a 'nc.hdsvm' Object
cv.hdsvm	Cross-validation for Selecting the Tuning Parameter in the Penalized SVM
cv.nc.hdsvm	Cross-validation for Selecting the Tuning Parameter of Nonconvex Penalized SVM
hdsvm	Solve Penalized SVM
nc.hdsvm	Solve the Penalized SVM with Nonconvex Penalties
predict.cv.hdsvm	Make Predictions from a 'cv.hdsvm' Object
predict.cv.nc.hdsvm	Make Predictions from a 'cv.nc.hdsvm' Object
predict.hdsvm	Make Predictions from a 'hdsvm' Object
predict.nc.hdsvm	Make Predictions from a 'nc.hdsvm' Object