Table 5.

Performance measurements (%) of the proposed ResExLBP and IRF based X-ray image classification method using the 80% training, 20% testing.

Classifier	Statistics	CAC	SEN	SPE	BCAC	GM
DT	Mean	91.30	82.97	94.44	88.71	88.35
	Std	3.5	9.18	3.8	4.7	5.10
	Max	100.0	100.0	100.0	100	100.0
LD	Mean	98.61	95.05	99.95	97.50	97.43
	Std	1.40	5.07	0.34	2.54	2.64
	Max	100.0	100.0	100.0	100.0	100.0
kNN	Mean	96.62	87.64	100.0	93.82	93.52
	Std	2.09	7.65	0	3.83	4.17
	Max	100.0	100.0	100.0	100.0	100.0
SVM	Mean	99.45	97.98	100.0	98.99	98.97
	Std	0.85	3.09	0	1.54	1.58
	Max	100.0	100.0	100.0	100.0	100.0
SD	Mean	98.09	93.04	99.9	96.52	96.40
	Std	1.67	6.09	0.001	3.04	3.21
	Max	100.0	100.0	100.0	100.0	100.0