Table 1.
Model | Performance | Calibration Set | Validation Set | ||||||
---|---|---|---|---|---|---|---|---|---|
I | II | III | IV | I | II | III | IV | ||
R_RF | ACC (%) | 96.77 | 99.46 | 94.62 | 94.09 | 91.49 | 95.74 | 94.68 | 98.94 |
SE | 0.92 | 0.97 | 0.93 | 0.89 | 0.92 | 0.75 | 0.93 | 0.96 | |
SP | 0.99 | 1.00 | 0.95 | 0.96 | 0.91 | 1.00 | 0.95 | 1.00 | |
MCC | 0.92 | 0.98 | 0.88 | 0.84 | 0.80 | 0.84 | 0.88 | 0.97 | |
EFF | 0.95 | 0.98 | 0.94 | 0.92 | 0.92 | 0.87 | 0.94 | 0.98 |