Table 2. Classification results.
features | Volumes | Shape Pattern | Mean FA values | FA map |
accuracy rate | 65.6% | 81.3% | 62.5% | 71.9% |
specificity | 78.9% | 89.5% | 68.4% | 78.9% |
sensitivity | 46.2% | 69.2% | 53.8% | 61.5% |
F-score | 0.732 | 0.850 | 0.684 | 0.769 |
The accuracy rate, specificity, sensitivity, and F-score of the classification are listed when the volumes, shape pattern, mean FA values, and FA map of the deep white matter tracts were respectively used as features in the classification.