Table 2 Clustering accuracy (%) on acute leukemia dataset
Methods | Dim 2 | Dim 3 | Dim 4 | Dim 5 |
|---|---|---|---|---|
SLINK | 66.7 | 66.7 | 66.7 | 66.7 |
CLINK | 84.7 | 81.9 | 81.9 | 81.9 |
ALINK | 76.4 | 81.9 | 84.7 | 84.7 |
Wa-LINK | 94.4 | 81.9 | 81.9 | 81.9 |
Wt-LINK | 94.4 | 81.9 | 81.9 | 81.9 |
MLINK | 94.4 | 81.9 | 81.9 | 81.9 |
SLINK (Divisive) | 66.7 | 66.7 | 66.7 | 66.7 |
CLINK (Divisive) | 80.6 | 80.6 | 80.6 | 80.6 |
ALINK (Divisive) | 66.7 | 66.7 | 66.7 | 66.7 |
Dunn’s original (Divisive) | 76.4 | 80.6 | 80.6 | 80.6 |
Dunn’s variant (Divisive) | 72.2 | 70.8 | 70.8 | 72.2 |
Macnaughton-Smith (Divisive) | 86.1 | 81.9 | 81.9 | 81.9 |
Principal Direction (Divisive) | 89.4 | 88.9 | 88.9 | 88.9 |
K-means | 90.3 | 89.5 | 81.9 | 81.9 |
DRAGON | 93.1 | 97.2 | 97.2 | 94.4 |