Towards Enhancement of Performance of K-Means Clustering Using Nature-Inspired Optimization Algorithms

Table 13

Accuracy of clustering in the three datasets using different clustering algorithms.

Accuracy of clustering algorithm
Name	Iris	Wine	Haberman
K-means	0.8666	0.722	0.522
C-Firefly	0.7866	0.722	0.529
C-ACO	0.68	0.5505	0.56
C-Cuckoo	0.89	0.722	0.526
C-Bat	0.9	0.6966	0.473