Table 3. The performance of the RF models based on the six feature groups.
Feature group | Coverage ratio (%) | No. of features | Sn (%) | Sp (%) | Acc (%) | MCC |
G1 | 90 | 139 | 84.64±5.62 | 83.87±6.97 | 84.24±4.28 | 0.6873±0.08 |
G2 | 80 | 106 | 85.00±9.34 | 83.87±6.08 | 84.41±5.58 | 0.6915±0.11 |
G3 | 70 | 81 | 85.71±4.45 | 84.19±6.66 | 84.92±3.93 | 0.6997±0.07 |
G4 | 60 | 62 | 86.07±4.89 | 84.52±7.10 | 85.25±5.06 | 0.7069±0.10 |
G5 | 50 | 47 | 85.00±7.86 | 83.87±7.45 | 84.41±5.52 | 0.6917±0.11 |
G6 | 40 | 34 | 84.64±5.34 | 83.87±9.05 | 84.24±3.85 | 0.6902±0.07 |