prune {cccd}R Documentation

Prune Points

Description

a nearest neighbor pruning using neighborhood graphs.

Usage

prune(x, classes, prox = "Gabriel", ignore.ties = TRUE, ...)

Arguments

x

a data matrix.

classes

a vector of class labels.

prox

type of proximity graph.

ignore.ties

do not prune if there is a tie vote.

...

arguments passed to the proximity graph.

Details

First a proximity graph is computed on the data. Then points are marked if their neighbors have a different class than they do: if the most common class among the neighbors is different than the point. Then all marked points are removed.

Value

A list with attributes:

x

the pruned data.

v

the indices of the retained data.

g

the proximity graph.

Author(s)

David J. Marchette, david.marchette@navy.mil

References

http://www.bic.mni.mcgill.ca/users/crisco/pgedit/


[Package cccd version 1.5 Index]