Table 4 Clustering accuracy (%) on mutation dataset
Methods | Dim 2 | Dim 3 | Dim 4 | Dim 5 |
|---|---|---|---|---|
SLINK | 77.9 | 77.9 | 77.9 | 82.4 |
CLINK | 77.3 | 82.0 | 82.8 | 83.2 |
ALINK | 77.3 | 77.3 | 82.8 | 82.4 |
Wa-LINK | 77.3 | 77.7 | 77.9 | 77.9 |
Wt-LINK | 77.3 | 82.0 | 82.8 | 54.6 |
MLINK | 54.6 | 54.6 | 54.6 | 82.4 |
SLINK (Divisive) | 54.5 | 54.5 | 54.5 | 82.2 |
CLINK (Divisive) | 54.4 | 54.5 | 77.3 | 77.3 |
ALINK (Divisive) | 77.9 | 82.6 | 82.6 | 82.4 |
Dunn’s original (Divisive) | 77.3 | 83.0 | 77.3 | 82.4 |
Dunn’s variant (Divisive) | 54.5 | 54.5 | 54.5 | 77.3 |
Macnaughton-Smith (Divisive) | 77.9 | 83.0 | 82.8 | 82.4 |
Principal Direction (Divisive) | 54.5 | 54.5 | 54.5 | 54.5 |
K-means | 64.9 | 67.1 | 65.7 | 63.3 |
DRAGON | 77.9 | 82.2 | 82.2 | 82.2 |