Table 7.
No. of clusters (k) | Davis–Bouldin Index | Silhouette Index | Dunn Index | |||
---|---|---|---|---|---|---|
K-means | FCM | K-means | FCM | K-means | FCM | |
2 | 0.27176 | 0.27997 | 0.84657 | 0.84839 | 0.39929 | 0.40432 |
3 | 0.17135 | 0.16057 | 0.93450 | 0.93920 | 0.62890 | 0.65713 |
4 | 0.36474 | 0.33448 | 0.87381 | 0.87908 | 0.21406 | 0.21948 |
5 | 0.46005 | 0.40427 | 0.84385 | 0.85726 | 0.16064 | 0.17965 |
6 | 0.47942 | 0.39610 | 0.78656 | 0.83318 | 0.14337 | 0.15385 |
7 | 0.46085 | 0.38838 | 0.77244 | 0.81777 | 0.13161 | 0.16337 |
8 | 0.45613 | 0.39438 | 0.77421 | 0.82022 | 0.12803 | 0.26181 |
9 | 0.45913 | 0.40567 | 0.77543 | 0.82778 | 0.12015 | 0.15875 |
10 | 0.46786 | 0.42155 | 0.78759 | 0.83192 | 0.11318 | 0.17251 |