Table 4 Clustering accuracy on MLL dataset
From: Stepwise iterative maximum likelihood clustering approach
Dim | K-means | SLINK | CLINK | MLINK | mclust | SIML |
|---|---|---|---|---|---|---|
2 | 56.3 | 40.3 | 45.8 | 45.8 | 80.6 | 58.3 |
3 | 58.8 | 40.3 | 50.0 | 50.0 | 68.1 | 61.1 |
4 | 59.5 | 43.1 | 54.2 | 43.1 | 95.8 | 72.2 |
5 | 81.9 | 43.1 | 72.2 | 69.4 | 94.4 | 95.8 |
6 | 81.9 | 43.1 | 81.9 | 69.4 | 55.6 | 95.8 |
7 | 80.0 | 41.7 | 81.9 | 72.2 | 91.7 | 94.4 |
8 | 81.7 | 43.1 | 79.2 | 68.1 | 90.3 | 62.5 |
9 | 82.8 | 48.6 | 80.6 | 84.7 | 65.3 | 63.9 |
10 | 80.4 | 43.1 | 58.3 | 63.9 | 61.1 | 91.7 |