Intuitionistic Fuzzy Kernel Matching Pursuit Based on Particle Swarm Optimization for Target Recognition

Table 6

Testing of artificial dataset.

Title	Training set	Tested data	Method	# s. v.^a	Training time (s)	Accuracy (%)	Std. of error (%)
Two spirals	Positive: 500; Negative: 500	Positive: 1000	KMP	24	0.362	90.26	2.43
			IFKMP	18	0.396	97.16	2.17
			PS-IFKMP	15	0.047	98.12	1.85
Concentric circles	Positive: 500; Negative: 500	Positive: 1000	KMP	200	0.453	91.13	1.96
			IFKMP	165	0.470	99.03	1.22
			PS-IFKMP	165	0.121	98.46	1.52