Table 4.
Procedure | Feature Selection Criteria | Sensitivity | Specificity | Accuracy |
---|---|---|---|---|
RD-STD | - | 0.92 [0.84 0.99] | 0.07 [-0.02 0.16] | 0.17 [0.08 0.27] |
RD-FM | Specificity | 0.79 [0.67 0.91] | 0.89 [0.85 0.93] | 0.85 [0.80 0.90] |
Sensitivity | 0.85 [0.74 0.96] | 0.86 [0.81 0.91] | 0.84 [0.78 0.90] | |
AUC | 0.83 [0.71 0.95] | 0.83 [0.76 0.90] | 0.83 [0.78 0.89] | |
Average | 0.82 | 0.86 | 0.84 | |
rADC-CRF | Specificity | 0.79 [0.63 0.95] | 0.90 [0.86 0.94] | 0.86 [0.82 0.90] |
Sensitivity | 0.85 [0.70 1.00] | 0.87 [0.82 0.92] | 0.85 [0.80 0.90] | |
AUC | 0.83 [0.66 0.99] | 0.88 [0.83 0.93] | 0.85 [0.81 0.89] | |
Average | 0.82 | 0.89 | 0.86 |
The bold font shows the best result