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) | ||