TABLE 2.

The comparative test results (with standard deviation) in binary classification task.

Algorithms	Accuracy	Sensitivity	Specificity	Precision	F1-score	G-mean
LD	80.92	81.64	80.44	81.45	80.70	81.04
	(2.26)	(1.69)	(2.10)	(2.06)	(1.62)	(1.37)
LR	81.61	82.28	80.96	82.81	80.79	81.62
	(1.71)	(2.58)	(2.70)	(1.04)	(1.88)	(2.64)
SRC	82.91	83.18	82.86	83.07	82.94	83.02
	(1.75)	(2.46)	(2.28)	(1.16)	(1.87)	(2.37)
LC-KSVD	82.15	82.59	80.51	82.78	82.56	81.54
	(2.74)	(1.38)	(2.80)	(2.55)	(1.96)	(1.93)
FDDL	82.89	84.26	81.71	84.35	83.23	82.98
	(2.23)	(1.50)	(1.43)	(1.14)	(2.02)	(1.46)
SRDML	85.44	87.13	84.35	86.42	85.42	85.73
	(2.14)	(2.20)	(2.10)	(2.74)	(2.05)	(2.15)
LMLS-SRC	88.28	90.15	86.75	90.08	88.31	88.43
	(2.07)	(2.06)	(1.67)	(1.92)	(1.18)	(1.68)