Initial Clustering Based on the Swarm Intelligence Algorithm for Computing a Data Density Parameter

Table 3

Experimental results on Dataset 1.

algorithm	Total	The correct number of sample clusters	Correct rate%
Fuzzy C-means clustering	400	351	88
Hybrid leapfrog	400	339	85
PSO-FCM	400	318	79.5
This article	400	333	83