R: The users favourite classifier

Other.classifier

R Documentation

The users favourite classifier

User defined code to convert existing R code for classification to the correct format

Other.classifier(x, grouping, xTest, CV, ...)

`x`	An `n` by `p` matrix containing the training dataset
`grouping`	A vector of length `n` containing the training data classes
`xTest`	An `n.test` by `p` test dataset
`CV`	If `TRUE` perform cross-validation (or otherwise) to classify training set. If `FALSE`, classify test set.
`...`	Optional arguments e.g. tuning parameters

User editable code for your choice of base classifier.

class

a vector of classes of the training or test set

Timothy I. Cannings and Richard J. Samworth

Cannings, T. I. and Samworth, R. J. (2017) Random-projection ensemble classification, J. Roy. Statist. Soc., Ser. B. (with discussion), 79, 959–1035