Description Usage Arguments Value References See Also
These functions are provided for compatibility with older versions of R only, and may be defunct as soon as of the next release.
1 | 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 (https://doi.org/10.5282/ubm/epub.1769)
Defunct
and Deprecated
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