Table 3 MSD comparisons for different k values (actual values).
From: A practical comparison of two K-Means clustering algorithms
| Â | k = 2 | k = 3 | k = 4 | k = 5 |
|---|---|---|---|---|
Lloyd min MSD | 0.75 | 0.69 | 0.00 | 0.69 |
Lloyd global avg. MSD | 9.94 | 2.81 | 1.95 | 2.81 |
Lloyd max MSD | 19.13 | 7.00 | 7.00 | 7.00 |
Progressive min MSD | 0.75 | 0.75 | 0.13 | 0.69 |
Progressive global avg. MSD | 9.94 | 5.13 | 2.69 | 3.81 |
Progressive max MSD | 19.13 | 7.64 | 7.00 | 9.98 |