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kknn (version 1.3.1)
kknn-deprecated:
Deprecated Functions in Package kknn
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