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

Table 8

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

Methods	Mean	Standard deviation
RF/FEI	93.16	0.62
RF/Yale B	94.54	0.71
NN/FEI	95.27	0.45
NN/Yale B	93.61	0.44