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 |