clst-package {clst} | R Documentation

## Classification by local similarity threshold

### Description

Package for modified nearest-neighbor classification based on calculation of a similarity threshold distinguishing within-group from between-group comparisons.

### Details

Package: | clst
Type: | Package
License: | GPL-3
Author: | Noah Hoffman <ngh2@uw.edu>

Index:

Further information is available in the following vignettes:

`clstDemo` | clst (source, pdf)

TODO: write package overview.

### Author(s)

Noah Hoffman

Maintainer: <ngh2@uw.edu>

### See Also

`cmdscale`

### Examples

    library(clst)
    packageDescription("clst")
    data(iris)
    dmat <- as.matrix(dist(iris[,1:4], method="euclidean"))
    groups <- iris$Species
    i <- 1
    cc <- classify(dmat, groups, dvect=dmat[i,])
    cat('query at i =',i,'is species',paste('I.', groups[i]),'\n')
    printClst(cc)
    i <- 125
    cc <- classify(dmat, groups, dvect=dmat[i,])
    cat('query at i =',i,'is species',paste('I.', groups[i]),'\n')
    printClst(cc)

[Package clst version 1.42.0 Index]