Discrimination/Classification in very high dimension with linear and quadratic rules.

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Documentation for package ‘VHDClassification’ version 0.2

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VHDClassification-package Discrimination-Classification in very high dimension with linear and quadratic rules.
.EvaluateLogLikeRatio,numeric,LinearRule-method ~~ Methods for Function .EvaluateLogLikeRatio ~~
.EvaluateLogLikeRatio,numeric,QuadraticRule-method ~~ Methods for Function .EvaluateLogLikeRatio ~~
.EvaluateLogLikeRatio-methods ~~ Methods for Function .EvaluateLogLikeRatio ~~
getBinaryRule Getter set of binary rules (object PartitionWithLLR)
getBinaryRule,PartitionWithLLR-method ~~ Methods for Function getBinaryRule ~~
getBinaryRule-methods ~~ Methods for Function getBinaryRule ~~
getLogLikeRatio Get the log-likelihood ratio from a binary rule (QuadraticRule or LinearRule)
getLogLikeRatio,LinearRule-method ~~ Methods for Function getLogLikeRatio ~~
getLogLikeRatio,QuadraticRule-method ~~ Methods for Function getLogLikeRatio ~~
getLogLikeRatio-methods ~~ Methods for Function getLogLikeRatio ~~
learnBinaryRule Function to learn a binary classification rule
learnPartitionWithLLR A function to learn a rule in case of 2 classes or more
LinearRule-class Class "LinearRule" ~~~
PartitionWithLLR-class Class "PartitionWithLLR" ~~~
plotClassifRule A plot function for classification rules (binary or not, quadratic or linear)
plotClassifRule,LinearRule-method Class "LinearRule" ~~~
plotClassifRule,PartitionWithLLR-method Class "PartitionWithLLR" ~~~
plotClassifRule,QuadraticRule-method Class "QuadraticRule" ~~~
predict,LinearRule-method Class "LinearRule" ~~~
predict,PartitionWithLLR-method Class "PartitionWithLLR" ~~~
predict,QuadraticRule-method Class "QuadraticRule" ~~~
predict-methods Discrimination-Classification in very high dimension with linear and quadratic rules.
QuadraticRule-class Class "QuadraticRule" ~~~
show,LinearRule-method Class "LinearRule" ~~~
show,PartitionWithLLR-method Class "PartitionWithLLR" ~~~
show,QuadraticRule-method Class "QuadraticRule" ~~~
VHDClassification Discrimination-Classification in very high dimension with linear and quadratic rules.