Integrating Globality and Locality for Robust Representation Based Classification

Table 2

Rates of classification errors of different methods on the AR face database.

	1	2	3	4
Our method (𝛾=0.90)	0.2906	0.3045	0.3061	0.3166
Our method (𝛾=0.75)	0.2890	0.3059	0.3029	0.3125
Our method (𝛾=0.65)	0.2887	0.3069	0.2996	0.3140
CRC	0.3017	0.3167	0.3141	0.3246
LRC	0.3807	0.4038	0.4094	0.4186
INNC	0.3017	0.3299	0.3301	0.3413
LDA	—	0.3965	0.3880	0.4102
SRC	0.3120	0.3156	0.3167	0.3220