The Impact of Random Models on Standardized Clustering Similarity
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DOI: 10.1109/access.2024.3507133
Abstract: Clustering similarity measures are essential for evaluating clustering results and ensuring diversity in multiple clusterings of the same dataset. Common indices like the Mutual Information (MI) and Rand Index (RI) are biased towards smaller clusters… read more here.
Keywords: impact random; clustering similarity; models standardized; model ... See more keywords