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

Table 9

Performance comparison of different methods.

Methods	Training		Testing
	Time (s)	Accuracy	Time (s)	Accuracy
BP	0.0958	0.9150	0.0134	0.9020
SVM	0.8336	1	0.0566	0.9984
ELM	6.98e − 4	0.8752	3.22e − 4	0.7284
PSO-ELM	6.4222	0.9984	3.12e − 4	0.9733
QPSO-ELM	3.4785	0.9905	3.33e − 4	0.9716
MQPSO-ELM	3.4429	0.9879	3.12e − 4	0.9681
IQPSO-ELM	3.5496	0.9935	3.24e − 4	0.9804