Table 3.
Model | Performance | Calibration Set | Validation Set | ||||||
---|---|---|---|---|---|---|---|---|---|
I | II | III | IV | I | II | III | IV | ||
L_RF | ACC (%) | 92.47 | 96.24 | 93.01 | 94.62 | 85.11 | 93.62 | 89.36 | 93.62 |
SE | 0.94 | 0.78 | 0.91 | 0.85 | 0.88 | 0.69 | 0.86 | 0.74 | |
SP | 0.92 | 1.00 | 0.94 | 0.98 | 0.84 | 0.99 | 0.91 | 1.00 | |
MCC | 0.82 | 0.86 | 0.84 | 0.85 | 0.67 | 0.76 | 0.76 | 0.83 | |
EFF | 0.93 | 0.88 | 0.93 | 0.91 | 0.86 | 0.82 | 0.88 | 0.86 |