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 |