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Table 7 Evaluation metrics for clustering algorithms

From: Knowledge discovery of drug data on the example of adverse reaction prediction

Algorithm Jaccard Index Fowlkes-Mallows Rand Index
K-means 0.5837 0.5350 0.5837
K-medoids 0.3750 0.6124 0.3750
K-medians 0.6033 0.7767 0.6033
Single link clustering 0.0227 0.1508 0.0227