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

Table 7

Testing of artificial dataset.

Title	Training set	Tested data	Method	Training time (s)	Accuracy (%)	Std. of error (%)
TBM	Positive: 122; Negative: 478	Positive: 83	KMP	0.285	47.76	6.49
			IFKMP	0.289	80.89	4.26
			PS-IFKMP	0.116	81.65	4.75
CM	Positive: 223; Negative: 387	Positive: 148	KMP	0.247	67.35	5.62
			IFKMP	0.254	84.66	4.88
			PS-IFKMP	0.095	85.99	4.37
SA	Positive: 188; Negative: 412	Positive: 125	KMP	0.234	54.26	6.36
			IFKMP	0.255	82.75	4.65
			PS-IFKMP	0.130	82.51	5.02