Table 2. Comparing the clusters obtained with MHMM, PAM, CLARA and FCM.
MHMM | PAM | Clara | FCM | |
---|---|---|---|---|
Size | ||||
Cluster 1 (“brief”) | 528 | 267 | 267 | 142 |
Cluster 2 (“intermediate”) | 211 | 254 | 244 | 346 |
Cluster 3 (“sustained”) | 49 | 267 | 277 | 300 |
Silhouette index | ||||
Min. | -0.568 | -0.502 | -0.497 | -0.418 |
1st Quartile | 0.014 | 0.01 | 0.01 | 0.065 |
Median | 0.326 | 0.147 | 0.145 | 0.244 |
Mean | 0.216 | 0.131 | 0.132 | 0.212 |
3rd Quartile | 0.466 | 0.301 | 0.307 | 0.379 |
Max. | 0.507 | 0.422 | 0.437 | 0.504 |
Dunn index | 0.019 | 0.012 | 0.014 | 0.014 |