rect.hclust {stats} | R Documentation |

## Draw Rectangles Around Hierarchical Clusters

### Description

Draws rectangles around the branches of a dendrogram highlighting the
corresponding clusters. First the dendrogram is cut at a certain
level, then a rectangle is drawn around selected branches.

### Usage

rect.hclust(tree, k = NULL, which = NULL, x = NULL, h = NULL,
border = 2, cluster = NULL)

### Arguments

`tree` |
an object of the type produced by `hclust` . |

`k, h` |
Scalar. Cut the dendrogram such that either exactly
`k` clusters are produced or by cutting at height `h` . |

`which, x` |
A vector selecting the clusters around which a
rectangle should be drawn. `which` seleccts clusters by number
(from left to right in the tree), `x` selects clusters
containing the respective horizontal coordinates. Default is
`which = 1:k` . |

`border` |
Vector with border colors for the rectangles. |

`cluster` |
Optional vector with cluster memberships as returned by
`cutree(hclust.obj, k = k)` , can be specified for efficiency if
already computed. |

### Value

(Invisibly) returns a list where each element contains a vector of
data points contained in the respective cluster.

### See Also

`hclust`

, `identify.hclust`

.

### Examples

hca <- hclust(dist(USArrests))
plot(hca)
rect.hclust(hca, k=3, border="red")
x <- rect.hclust(hca, h=50, which=c(2,7), border=3:4)
x

[Package

*stats* version 2.1.0

Index]