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

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Documentation for package ‘VHDClassification’ version 0.3

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VHDClassification-package Discrimination-Classification in very high dimension with linear and quadratic rules.
.EvaluateLogLikeRatio-method ~~ Methods for Function .EvaluateLogLikeRatio ~~
.EvaluateLogLikeRatio-methods ~~ Methods for Function .EvaluateLogLikeRatio ~~
getBinaryRule Getter set of binary rules (object PartitionWithLLR)
getBinaryRule-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-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-method Class "LinearRule" ~~~
plotClassifRule-method Class "PartitionWithLLR" ~~~
plotClassifRule-method Class "QuadraticRule" ~~~
predict-method Class "LinearRule" ~~~
predict-method Class "PartitionWithLLR" ~~~
predict-method Class "QuadraticRule" ~~~
predict-methods Discrimination-Classification in very high dimension with linear and quadratic rules.
QuadraticRule-class Class "QuadraticRule" ~~~
show-method Class "LinearRule" ~~~
show-method Class "PartitionWithLLR" ~~~
show-method Class "QuadraticRule" ~~~
VHDClassification Discrimination-Classification in very high dimension with linear and quadratic rules.