Feature Selection SVM using Penalty Functions

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Documentation for package ‘penalizedSVM’ version 1.1.4

• DESCRIPTION file.
• Package NEWS.

Help Pages

penalizedSVM-package	Feature Selection SVM using Penalty Functions
.plot.EPSGO.parms	Plot Interval Search Plot Visited Points and the Q Values.
Direct	Fits SVM with variable selection using penalties.
DrHSVM	Fits SVM with variable selection using penalties.
EPSGO	Fits SVM with variable selection using penalties.
ExpImprovement	Fits SVM with variable selection using penalties.
findgacv.scad	Calculate Generalized Approximate Cross Validation Error Estimation for SCAD SVM model
lpsvm	Fit L1-norm SVM
penalizedSVM	Feature Selection SVM using Penalty Functions
predict.penSVM	Predict Method for Feature Selection SVM
print.penSVM	Print Function for FS SVM
scadsvc	Fit SCAD SVM model
scad_L2.svc	Fits SVM with variable selection using penalties.
sim.data	Simulation of microarray data
sortmat	Sort matrix or data frame
svmfs	Fits SVM with variable selection using penalties.
svmfs.default	Fits SVM with variable selection using penalties.