Datasets

Existing Algorithms

Proposed Hybrid Algorithm

FCM

k-means

Firefly

F-Firefly

Abalone

16,765.43

16,103.12

15,718.34

15,619.5

Zoo

17,603.54

17,116.29

16,380.46

16,334.7

Liver

7581.02

7309.69

6520.27

6508.23

Iris

128.44

126.5

76.9

71.39

Thyroid

11,356.37

11,062.62

10,088.94

9943.71

Wine

16,885.46

16,530.33

16,231.6

16,201.4