Analysis and Implementation of Optimization Techniques for Facial Recognition

Table 9

AT&T experiment results for PSO, GA, and ABC using EUD, KNN, and SVM classifiers.

AT&T–PSO			AT&T–GA			AT&T–ABC
EUD	KNN	SVM	EUD	KNN	SVM	EUD	KNN	SVM
30	82.5	70	28.75	53.75	51.25	27.5	71.25	53.75
26.25	80	61.25	37.5	31.25	37.5	31.25	55	33.75
28.75	76.25	40	32.5	78.75	76.25	28.75	38.75	20
32.5	76.25	75	36.25	20	30	23.75	76.25	41.25
27.5	77.5	62.5	23.75	51.25	70	31.25	10	8.75
27.5	80	75	27.5	31.25	35	26.25	71.25	27.5
30	86.25	55	28.75	35	38.75	31.25	55	27.5
33.75	87.5	73.75	27.5	63.75	62.5	30	42.5	23.75
23.75	71.25	66.25	33.75	35	40	27.5	77.5	47.5
23.75	76.25	68.75	30	56.25	71.25	28.75	42.5	16.25
31.25	72.5	62.5	36.25	28.75	35	26.25	50	22.5
26.25	73.75	68.75	27.5	46.25	56.25	23.75	76.25	37.5
32.5	86.25	7.5	27.5	46.25	60	30	77.5	52.5
30	83.75	63.75	28.75	11.25	16.25	25	45	31.25
30	85	65	27.5	53.75	50	27.5	67.5	37.5
22.5	83.75	50	30	28.75	33.75	30	45	40
31.25	78.75	63.75	26.25	67.5	65	26.25	70	33.75
28.75	68.75	56.25	35	58.75	62.5	28.75	86.25	56.25
31.25	87.5	70	30	57.5	60	23.75	45	10