A Novel Statistical Feature Analysis-Based Global and Local Method for Face Recognition

Table 5

The mean and standard deviation results for the GLCM and BOW methods using the random forest and the neural network (NN) classifier with the FEI dataset.

Methods	Yale B dataset		FEI dataset
	Mean	Standard deviation	Mean	Standard deviation
GLCM/RF	42.29	0.87	39.97	0.68
BOW/RF	70.62	0.90	82.21	0.73
GLCM/NN	39.21	0.95	46.32	0.95
BOW/NN	76.18	0.85	86.42	0.88