The choice of similarity measure for Agglomerative Hierarchical Clustering
Abstract
This paper studies the generalization property of inter-classes similarity measures. After, three equivalence classes of inter-elements similarity measures are defined and some consequences of the measures choice on Agglomerative Hierarchical Clustering results areproved.
Description
Keywords
Agglomerative Hierarchical Clustering, Similarity measure, Binary data