# Probabilistic Support Vector Machines

## 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