The choice of similarity measure for Agglomerative Hierarchical Clustering
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.
Agglomerative Hierarchical Clustering, Similarity measure, Binary data
ISRN : CERIST-DRDSI/RR--11-000000011--dz ; CERIST-DRDSI/RR--11-000000011--dz
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