Cluster validity indices for automatic clustering: A comprehensive review

The Cluster Validity Index is an integral part of clustering algorithms. It evaluates inter-cluster separation and intra-cluster cohesion of candidate clusters to determine the quality of potential solutions. Several cluster validity indices have been suggested for both classical clustering algorith...

Full description

Saved in:
Bibliographic Details
Main Authors: Abiodun M. Ikotun, Faustin Habyarimana, Absalom E. Ezugwu
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844025003330
Tags: Add Tag
No Tags, Be the first to tag this record!