ch_index: Function to Compute the Calinski-Harabasz Index for a Set of...

In pintervals: Model Agnostic Prediction Intervals

Function to Compute the Calinski-Harabasz Index for a Set of Clusters

Description

Function to Compute the Calinski-Harabasz Index for a Set of Clusters

Usage

ch_index(ncs, class_vec, clusters, q = seq(0.1, 0.9, by = 0.1))

Arguments

ncs	Vector of non-conformity scores
class_vec	Vector of class labels
clusters	List of clusters, where each element is a vector of class labels assigned to that cluster
q	Quantiles to use for the qECDFs, default is a sequence from 0.1 to 0.9 in steps of 0.1

Value

A numeric value representing the Calinski-Harabasz index for the clusters

pintervals documentation built on March 3, 2026, 5:06 p.m.