Table 5 Rand score on MLL dataset
From: Stepwise iterative maximum likelihood clustering approach
Dim | K-means | SLINK | CLINK | MLINK | mclust | SIML |
|---|---|---|---|---|---|---|
2 | 63.6 | 35.0 | 41.1 | 41.1 | 80.6 | 72.3 |
3 | 67.5 | 35.0 | 45.7 | 45.7 | 68.1 | 72.6 |
4 | 64.0 | 36.3 | 47.2 | 36.3 | 95.8 | 77.5 |
5 | 80.4 | 36.3 | 75.2 | 70.2 | 94.4 | 94.7 |
6 | 80.4 | 36.3 | 80.4 | 70.2 | 55.6 | 94.7 |
7 | 79.6 | 35.3 | 80.4 | 75.7 | 91.7 | 93.1 |
8 | 80.6 | 36.3 | 78.4 | 67.7 | 90.3 | 69.9 |
9 | 81.2 | 41.1 | 79.3 | 82.6 | 65.3 | 71.6 |
10 | 80.3 | 36.3 | 66.1 | 73.2 | 61.1 | 90.1 |