cluster_cutoff_at_first_empty_bin: cluster_cutoff_at_first_empty_bin function

In TDAmapper: Analyze High-Dimensional Data Using Discrete Morse Theory

Description

This function decides where to cut the hierarchical clustering tree to define clusters within a level set.

Usage

cluster_cutoff_at_first_empty_bin(heights, diam, num_bins_when_clustering)

Arguments

heights	Height values in hierarchical clustering.
diam	Maximum distance between points in a level set.
num_bins_when_clustering	Controls how many bins there are in the histogram used to determine cutoff. values

Value

Numerical value for cutoff point of hierarchical cluster diagram.

Author(s)

Paul Pearson, [e-mail]

References

https://github.com/paultpearson/TDAmapper

See Also

mapper1D, mapper2D

TDAmapper documentation built on May 1, 2019, 10:30 p.m.