Navya Vishwanath Hegde

External Clustering Validation using ARI, NMI and FMI

2025 · ITM Web of Conferences

Clustering validation is essential for assessing the quality of unsupervised learning results, yet individual external metrics often fail to provide a complete evaluation. This paper proposes a weighted aggregation of three widely used indices—Adjusted Rand …