Classifying Dementia Using Local Binary Patterns from Different Regions in Magnetic Resonance Images

Table 3

Results are reported as mean with standard deviation in brackets, (), over 10-fold cross validation, classifying NC versus AD + LBD. = total accuracy, = recall, and = precision. 0 for class NC and 1 for class AD + LBD. ROI is either WM for white matter or WML for white matter lesion area.

Test
			0.80 (0.12)	0.69 (0.20)	0.87 (0.11)
0.72 (0.23)	0.84 (0.12)
	0.98 (0.04)	0.98 (0.06)	0.99 (0.04)
		0.98 (0.08)	0.99 (0.05)
	0.97 (0.04)	0.96 (0.08)	0.99 (0.04)
		0.98 (0.08)	0.97 (0.06)
	0.98 (0.04)	0.96 (0.08)	1.00 (0.00)
		1.00 (0.00)	0.97 (0.06)
	1.00 (0.00)	1.00 (0.00)	1.00 (0.00)
		1.00 (0.00)	1.00 (0.00)