GMUM Machine Learning Group Package

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Documentation for package ‘gmum.r’ version 0.2.1

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calculateCentroids calculateCentroids
caret.gmumSvmLinear Caret model representation for SVM with linear kernel
caret.gmumSvmPoly Caret model representation for SVM with linear kernel
caret.gmumSvmRadial Caret model representation for SVM with radial kernel
CEC Cross-Entropy Clustering
cec.ellipsegauss cec.ellipsegauss
cec.ellipsegauss.extra cec.ellipsegauss.extra
cec.mouse1.spherical cec.mouse1.spherical
cec.mouse1.spherical.extra cec.mouse1.spherical.extra
centers centers
centers-method centers
clustering clustering
clustering.Rcpp_CecModel clustering
clustering.Rcpp_GNGServer clustering
convertToIGraph convertToIGraph
covMatrix covMatrix
covMatrix-method covMatrix
energy energy
energy-method energy
errorStatistics errorStatistics
findClosests findClosests
get.wine.dataset.X get.wine.dataset.X
get.wine.dataset.y get.wine.dataset.y
getDataset getDataset
getDataset-method getDataset
GNG Constructor of GrowingNeuralGas object.
gng.plot.layout.v2d Use first two spatial coordinates as position in layout
gng.preset.cube gng.preset.cube
gng.preset.plane gng.preset.plane
gng.preset.sphere gng.preset.sphere
gngLoad gngLoad
gngSave gngSave
insertExamples insertExamples
isRunning isRunning
iterations iterations
iterations-method iterations
logClusters logClusters
logClusters-method logClusters
logEnergy logEnergy
logEnergy-method logEnergy
meanError meanError
MultiClassSVM-class Class MultiClassSVM
node node
numberNodes numberNodes
OptimizedGNG Constructor of Optimized GrowingNeuralGas object.
pause pause
plot.Rcpp_CecModel plot
plot.Rcpp_GNGServer plot GNG object
plot.Rcpp_SVMClient Plot SVM object
predict predict
predict-method predict
predict.gng predict
predict.Rcpp_CecModel predict
predict.Rcpp_GNGServer predict
predict.Rcpp_SVMClient Predict using SVM object
predictComponent predictComponent
print.Rcpp_CecModel print
print.Rcpp_GNGServer print
print.Rcpp_SVMClient Print SVM object
Rcpp_CecConfiguration-class Class Rcpp_CecConfiguration.
Rcpp_CecModel-class Class Rcpp_CecModel.
Rcpp_GNGServer-class Class Rcpp_GNGServer.
Rcpp_SVMClient-class Class Rcpp_SVMClient.
run run
runAll runAll
runAll-method runAll
runOneIteration runOneIteration
runOneIteration-method runOneIteration
summary.Rcpp_CecModel summary
summary.Rcpp_GNGServer summary
summary.Rcpp_SVMClient Summary of SVM object
SVM Create SVM object
svm.accuracy Measure accuracy scoreof a prediction
svm.breastcancer.dataset svm.breastcancer.dataset
SVM.default Create SVM object
SVM.formula Create SVM object
svm.transduction svm.transduction
terminate terminate
Tset Tset