Table 1 Comparison of clustering algorithms.
From: Heterogeneity-optimized method for predicting immune checkpoint blockade response
Algorithm | Time (s) | Clusters | Noise Points | Silhouette | Calinski-Harabasz | Davies-Bouldin |
|---|---|---|---|---|---|---|
K-means | 0.062687 | 2 | 0 | 0.435563 | 183.853 | 2.09358 |
Hierarchical | 0.0780005 | 2 | 0 | 0.376308 | 165.385 | 2.24519 |
DBSCAN | 0.00500369 | 0 | 1479 | −1 | −1 | - |
