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Table 2 Performance metrics of various clustering methods

From: Analysis of heterogeneous genomic samples using image normalization and machine learning

Clustering Method NMI homogeneity completeness
k-means 0.986 0.994 0.978
Mini-batch k-means 0.985 0.992 0.978
Hierarchical 0.987 0.994 0.979