Table 2. The optimal number of clusters for the three data-sets obtained by using consensus indices (CI).
Data-set | CI | # of clusters () | # Descriptors in each cluster |
0.942 | 5 | , , , , | |
0.9878 | 16 | , , , , , , , , , , , , , , , | |
1.00 | 7 | , , , , , , |
The optimal numbers of clusters (for three data-sets) for a clustering solution is represented by the set , where is the optimal number of clusters in the data.