Skip to main content
. 2015 Mar 22;2015:572567. doi: 10.1155/2015/572567

Table 4.

Results are reported as mean with standard deviation in brackets, m(s), over 10-fold cross validation, classifying AD versus LBD. T = total accuracy, R = recall, and P = precision. 1 for class AD and 2 for class LBD. ROI is either WM for white matter or WML for white matter lesion area.

Test T P1 P2
R1 R2
FLAIR-WMLri 0.73 (0.15) 0.78 (0.11) 0.20 (0.45)
0.91 (0.12) 0.10 (0.32)

T1WMLri 0.66 (0.17) 0.74 (0.10) 0.00 (0.00)
0.84 (0.18) 0.00 (0.00)

T1WMLri SMOTE 0.73 (0.16) 0.72 (0.18) 0.76 (0.17)
0.75 (0.20) 0.71 (0.19)

T1WMri 0.74 (0.16) 0.80 (0.09) 0.45 (0.51)
0.75 (0.20) 0.71 (0.19)

T1WMri SMOTE 0.68 (0.14) 0.67 (0.14) 0.75 (0.21)
0.69 (0.29) 0.68 (0.14)