Classifier | Features AUC (95% CI) | P value (SURputamen vs. combination) | ||
---|---|---|---|---|
Radiomics signature | SURputamen | Combination | ||
SVM | 0.983 (0.943–0.996) | 0.983 (0.944–0.996) | 0.991 (0.967–0.999) | 0.333 |
KNN | 0.930 (0.835–0.979) | 0.918 (0.817–0.972) | 0.950 (0.866–0.991) | 0.261 |
LDA | 0.990 (0.956–0.999) | 0.980 (0.910–0.997) | 0.987 (0.931–1.000) | 0.167 |
Decision tree | 0.970 (0.877–0.999) | 0.965 (0.909–0.988) | 0.970 (0.879–0.998) | 0.825 |