trop_wi_dist: Tropical within-cluster measure

In TML: Tropical Geometry Tools for Machine Learning

Tropical within-cluster measure

Description

This function calculates a within cluster measure by measuring the pairwise tropical distance between points in the cluster.

Usage

trop_wi_dist(D1, method = mean)

Arguments

D1	matrix of tropical points; rows are points
method	function; metric to measure; mean is the average pairwise tropical distance; max is the maximum pairwise tropical distance

Value

within cluster measure

Author(s)

David Barnhill [e-mail]

References

David Barnhill, Ruriko Yoshida (2023). Clustering Methods Over the Tropically Convex Sets.

Examples

D<-Sim_points
avg.m<-trop_wi_dist(D, method=mean)
max.m<-trop_wi_dist(D, method=max)

TML documentation built on Sept. 11, 2024, 6:19 p.m.