Grace Kim

Atwood-weighted Normalized Mutual Information (ANMI): a physics-inspired metric for image classification evaluation

Normalized Mutual Information (NMI) is a widely used metric for evaluating image classification and clustering. However, standard NMI often yields over-optimistic results when there is a significant discrepancy in cluster density, such as in over-clustering scenarios. In this paper, we propose a novel evaluation metric...