dist.to.knn {DMwR2}

An auxiliary function of lofactor()

Description

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.

Details

This function is strongly based on the code provided by Acuna et. al. (2009) for the previously available dprep package.

Value

A matrix

Author(s)

Luis Torgo [e-mail]

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. (2016) Data Mining using R: learning with case studies, second edition, Chapman & Hall/CRC (ISBN-13: 978-1482234893).

http://ltorgo.github.io/DMwR2

See Also

lofactor