ks_cluster: Function to Perform Kolmogorov-Smirnov Clustering on...

In pintervals: Model Agnostic Prediction Intervals

Function to Perform Kolmogorov-Smirnov Clustering on Non-Conformity Scores

Description

Function to Perform Kolmogorov-Smirnov Clustering on Non-Conformity Scores

Usage

ks_cluster(ncs, class_vec, m, maxit = 100, nrep = 10)

Arguments

ncs	Vector of non-conformity scores
class_vec	Vector of class labels
m	Number of clusters to form
maxit	Maximum number of iterations for the clustering algorithm
nrep	Number of repetitions for the clustering algorithm

Value

A vector of cluster assignments, with attributes containing the clusters, coverage gaps, method used, number of clusters, and Calibrated Clustering index

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