kknn-deprecated: Deprecated Functions in Package kknn

In kknn: Weighted k-Nearest Neighbors

Description

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

Usage

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

Arguments

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.

Value

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

References

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)

See Also

Defunct and Deprecated

kknn documentation built on May 2, 2019, 3:26 a.m.