Feature Selection SVM using Penalty Functions


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Documentation for package ‘penalizedSVM’ version 1.1.3

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penalizedSVM-package Feature Selection SVM using Penalty Functions
Direct Fits SVM mit variable selection using penalties.
DrHSVM Fits SVM mit variable selection using penalties.
EPSGO Fits SVM mit variable selection using penalties.
ExpImprovement Fits SVM mit 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 mit variable selection using penalties.
sim.data Simulation of microarray data
sortmat Sort matrix or data frame
svmfs Fits SVM mit variable selection using penalties.
svmfs.default Fits SVM mit variable selection using penalties.