This function returns an object in which columns contain the
indices of the first k neighbors followed by the distances to each
of these neighbors.
Usage
dist.to.knn(dataset, neighbors)
Arguments
dataset
A data set that will be internally coerced into a matrix.
neighbors
The number of neighbours.
Value
A matrix
Details
This function is strongly based on the code provided by Acuna
et. al. (2009) for the previously available dprep package.
References
Acuna, E., and Members of the CASTLE group at UPR-Mayaguez, (2009).
dprep: Data preprocessing and visualization functions for classification. R package version 2.1.
Torgo, L. (2010) Data Mining using R: learning with case studies,
CRC Press (ISBN: 9781439810187).