kknn: kknn-deprecated – R documentation

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kknn-deprecated

Deprecated Functions in Package kknn

These functions are provided for compatibility with older versions of R only, and may be defunct as soon as of the next release.

simulation(formula, data, runs = 10, train = TRUE, k = 11, ...)

`formula`	A formula object.
`data`	Matrix or data frame.
`runs`	Number of crossvalidation runs.
`train`	A logical value. If TRUE the training procedure for selecting optimal values of k and kernel is performed.
`k`	Number or maximal number of neighbors considered, dependent of choice for train.
`...`	Further arguments passed to or from other methods.

A matrix, containing the mean and variance of the misclassification error, the absolute and the squared distances.

Hechenbichler K. and Schliep K.P. (2004) Weighted k-Nearest-Neighbor Techniques and Ordinal Classification, Discussion Paper 399, SFB 386, Ludwig-Maximilians University Munich (http://www.stat.uni-muenchen.de/sfb386/papers/dsp/paper399.ps)