Table 3:
Months | Membership Cluster 1 | Coefficient Cluster 2 | Cluster | Neighbour Cluster | Silhouette coefficient s(i) | Average Silhouette coefficient s̄(i) | Average Silhouette coefficient of total data s̅(i) |
---|---|---|---|---|---|---|---|
7 (Jul) | 0.928 | 0.071 | 1 | 2 | 0.803 | 0.746 | 0.662 |
9 (Sep) | 0.919 | 0.080 | 1 | 2 | 0.801 | ||
12 (Dec) | 0.912 | 0.087 | 1 | 2 | 0.782 | ||
11 (Nov) | 0.908 | 0.091 | 1 | 2 | 0.781 | ||
10 (Oct) | 0.882 | 0.117 | 1 | 2 | 0.765 | ||
8 (Agu) | 0.886 | 0.113 | 1 | 2 | 0.749 | ||
6 (Jun) | 0.860 | 0.139 | 1 | 2 | 0.725 | ||
2 (Feb) | 0.820 | 0.179 | 1 | 2 | 0.670 | ||
1 (Jan) | 0.810 | 0.189 | 1 | 2 | 0.637 | ||
3 (Mar) | 0.075 | 0.926 | 2 | 1 | 0.621 | 0.411 | |
4 (Apr) | 0.111 | 0.888 | 2 | 1 | 0.599 | ||
5 (May) | 0.382 | 0.617 | 2 | 1 | 0.014 |