Support Vector Machine Based on Adaptive Acceleration Particle Swarm Optimization

Table 2

Accuracy values of the proposed AAPSO-SVM and the PSO-SVM techniques with face datasets.

Conditions	Condition description	Yale dataset		CASIA dataset
		Method	Accuracy	Method	Accuracy
1	Same pose, same illumination, and different expression	PSO-SVM	73	PSO-SVM	76
		AAPSO-SVM	86	AAPSO-SVM	85
2	Same pose, same expression, and different illumination	PSO-SVM	80	PSO-SVM	82
		AAPSO-SVM	95	AAPSO-SVM	96
3	Same expression, same illumination, and different pose	PSO-SVM	83	PSO-SVM	81
		AAPSO-SVM	94	AAPSO-SVM	93
4	Different expression, pose, or illumination	PSO-SVM	70	PSO-SVM	75
		AAPSO-SVM	82	AAPSO-SVM	84