| kknn-deprecated {kknn} | R Documentation |
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