Feature Selection SVM using penalty functions


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Documentation for package ‘penalizedSVM’ version 1.0

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penalizedSVM-package Feature Selection SVM using Penalty Functions
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.1norm.svm Print Function for FS SVM
print.scadsvm Print Function for FS SVM
run.1norm Fits SVM mit variable selection using penalties.
run.scad Fits SVM mit variable selection using penalties.
scadsvc Fit SCAD SVM model
sim.data Simulation of microarray data
svm.fs Fits SVM mit variable selection using penalties.
svm.fs.default Fits SVM mit variable selection using penalties.