Extract HDBSCAN info

Run hdbscan on a distance matrix and gather some information.

Usage

extractHDBSCAN(dstmtx, minPts = 8, includePlot = FALSE)

Arguments

dstmtx

Distance matrix

minPts

Minimum points for hdbscan

includePlot

Whether too include the plot (requires cowplot.)

Value

List: the df element is a tibble with information per token:

• _id: comes from the rownames of dstmtx

• cluster: gives the clustering of the elements

• membprob: indicates membership probabilities

• eps: returns the epsilon value

If includePlot is TRUE, a grob of the plot is included under hplot.