Table 3. Comparison of Cluster Validation: Euclidean Distance vs. Manhattan distance.
Cluster Characteristic | Validation Measure | Euclidean Distance | Manhattan Distance | Best Result |
---|---|---|---|---|
Compactness and Separation | Silhouette Width | 0.2129 | 0.2571 | Manhattan |
Dunn Index | 0.5557 | 0.6246 | Manhattan | |
Connectedness | Connectivity | 17.10 | 16.52 | Manhattan |