Radar Target Classification Using an Evolutionary Extreme Learning Machine Based on Improved Quantum-Behaved Particle Swarm Optimization

Table 8

Performance comparison of different methods.

Methods	Training		Testing
	Time (s)	Accuracy	Time (s)	Accuracy
BP	0.2040	0.9950	0.0148	0.9915
SVM	53.1855	1	3.5684	0.9966
ELM	0.0016	0.9609	0.0019	0.9437
PSO-ELM	254.3718	0.9884	0.0017	0.9864
QPSO-ELM	130.5861	0.9919	0.0011	0.9803
MQPSO-ELM	128.9230	0.9927	0.0011	0.9779
IQPSO-ELM	133.1459	0.9945	0.0012	0.9921