EnsCat (version 1.1)

tangle: Generate a tanglegram from two hierarchical clusterings of a data set

Description

This function generates a tanglegram of two different hierarchical clusterings of the same dataset. This is essentially a convenience wrapper for the function tanglegram in the package dendextend; see Galili (2015).

Usage

tangle(hc0, hc1)

Arguments

hc0

An object that can be coerced to a dendrogram, e.g., an object from hclust. This object will be plotted on the left side of the tanglegram.

hc1

An object that can be coerced to a dendrogram, e.g., an object from hclust. This object will be plotted on the right side of the tanglegram.

Value

dendlist, with two trees after being modified during the creation of the tanglegram

Details

This function is a convenience wrapper for the function tanglegram in the R package dendextend; see http://cran.at.r-project.org/web/packages/dendextend/. A tanglegram is used to visualize the similarities and differences between two different hierarchical clusterings of the same dataset.

References

https://cran.r-project.org/package=dendextend, https://github.com/talgalili/dendextend/, http://www.r-statistics.com/tag/dendextend/, http://bioinformatics.oxfordjournals.org/content/31/22/3718 al Galili (2015). dendextend: an R package for visualizing, adjusting, and comparing trees of hierarchical clustering. Bioinformatics. doi:10.1093/bioinformatics/btv428

See Also

tanglegram

Examples

##---- Should be DIRECTLY executable !! ----
##-- ==>  Define data, use random,
##--	or do  help(data=index)  for the standard data sets.

## The function is currently defined as
function (hc0, hc1)
{
    hcd0 <- as.dendrogram(hc0)
    hcd1 <- as.dendrogram(hc1)
    hcd0 <- match_order_by_labels(hcd0, hcd1)
    dends_0_1 <- dendlist(hcd0, hcd1)
    t <- tanglegram(dends_0_1)
    t
  }