Artificial Neural Network Application in the Diagnosis of Disease Conditions with Liver Ultrasound Images

Table 6

Performance analysis of all features.

FEATURE	Training (%)				Testing (%)
	Accuracy	TPR	TNR	FNR	Accuracy	TPR	TNR	FNR
Intensity histogram	80	73.3	86.7	26.7	77.5	75	80	25
GLCM	86.7	80	93.3	20	90	80	100	20
GLRLM	90	86.7	93	13.3	95	95	95	5
Invariant moments	65	86.7	43.3	13.3	72.5	90	55	10
Mixed feature	91.7	93.3	90	6.7	92.5	95	90	5