Probabilistic Support Vector Machines

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Documentation for package ‘ProbSVMs’ version 0.1.0

• DESCRIPTION file

Help Pages

ProbSVMs-package	Probabilistic Support Vector Machines
as.ClassProb	Coerce matrix and data.frames to a 'ClassProb' object
buildgrid	Probabilistic Support Vector Machines
Csearch	Probabilistic Support Vector Machines
evalPP	Probabilistic Support Vector Machines
GausKern	Probabilistic Support Vector Machines
GenCrossVFolds	Probabilistic Support Vector Machines
GetrbfdotSigPar	rbfdot Sigma hyper-parameter
is.wholenumber	Probabilistic Support Vector Machines
l2norm2	Probabilistic Support Vector Machines
LPdual	Probabilistic Support Vector Machines
makeKMat	making kernal matrices
makeKMat0	Probabilistic Support Vector Machines
MedianDist1Set	Probabilistic Support Vector Machines
MedianDist2Sets	Probabilistic Support Vector Machines
plot.ClassProb	S3 plot method for 'ClassProb' objects
predict.kernelSVM	S3 predict method for class 'kernelSVM'
predict.PVM	S3 predict method for class 'PVM'
ProbSVMs	Probabilistic Support Vector Machines
SetUpOptPar	Set up optimization parameters.
SetUpTunPar	Setting up SVM tuning parameters.
sigest1	Probabilistic Support Vector Machines
trainandevalPVM	Probabilistic Support Vector Machines
trainPVM	Training of Probabilistic Vector Machines
trainSVM	Efficient training of (multiclass) kernel-based Support Vector Machines