Table 7 Rand score on ALL subtype dataset
From: Stepwise iterative maximum likelihood clustering approach
Dim | K-means | SLINK | CLINK | MLINK | mclust | SIML |
|---|---|---|---|---|---|---|
2 | 73.1 | 37.1 | 68.2 | 49.9 | 34.3 | 71.8 |
3 | 79.2 | 20.5 | 73.5 | 62.7 | 34.9 | 77.6 |
4 | 81.6 | 20.4 | 78.3 | 72.4 | 33.3 | 81.2 |
5 | 79.6 | 22.0 | 69.0 | 47.3 | 44.7 | 82.8 |
6 | 79.9 | 21.6 | 69.5 | 67.5 | 45.3 | 83.1 |
7 | 79.9 | 21.0 | 75.2 | 40.6 | 49.5 | 80.2 |
8 | 77.8 | 21.7 | 70.3 | 60.6 | 74.9 | 82.2 |