Model | Dataset | ACC (%) | SEN (%) | SPE (%) | PPV (%) | NPV (%) | OR | F1 Score | F1Weighted Score | MCC |
---|---|---|---|---|---|---|---|---|---|---|
Radiomics Feature Model | TC | 80.59 | 81.73 | 79.17 | 82.93 | 77.78 | 17 | 0.82 | 0.81 | 0.61 |
VC1 | 79.5 | 76.83 | 82.28 | 81.82 | 77.38 | 15.39 | 0.79 | 0.79 | 0.59 | |
VC2 | 76.92 | 84.21 | 73.91 | 57.14 | 91.89 | 15.11 | 0.68 | 0.78 | 0.53 | |
Clinical Feature Model | TC | 67.02 | 57.69 | 78.57 | 76.92 | 60 | 5 | 0.66 | 0.67 | 0.37 |
VC1 | 67.08 | 52.44 | 82.28 | 75.44 | 62.5 | 5.12 | 0.62 | 0.66 | 0.36 | |
VC2 | 58.46 | 57.89 | 58.70 | 36.67 | 77.14 | 1.95 | 0.45 | 0.60 | 0.15 | |
Fusion Feature Model | TC | 81.91 | 84.13 | 79.17 | 83.33 | 80.12 | 20.15 | 0.84 | 0.82 | 0.63 |
VC1 | 83.23 | 82.93 | 83.54 | 83.95 | 82.5 | 24.66 | 0.83 | 0.83 | 0.66 | |
VC2 | 80.00 | 84.21 | 78.26 | 61.53 | 92.31 | 19.2 | 0.71 | 0.81 | 0.58 |