Model | AUC | Sensitivity | Specificity | F-score | G-mean |
---|---|---|---|---|---|
(1) Pre-mode | 0.77 | 0.83 | 0.57 | 0.17 | 0.69 |
(2) In-mode | 0.80 | 0.70 | 0.80 | 0.26 | 0.75 |
(3) Post-mode | 0.82 | 0.60 | 0.88 | 0.32 | 0.73 |
Mehran’s (> 7.8) | 0.70 | 0.24 | 0.94 | 0.20 | 0.47 |
Chen's (≥ 13) | 0.72 | 0.42 | 0.88 | 0.24 | 0.61 |
Gao's (> 5) | 0.67 | 0.34 | 0.94 | 0.29 | 0.57 |
AGEF (≥ 0.66) | 0.62 | 0.37 | 0.88 | 0.21 | 0.57 |
Logistic regression | 0.59 | 0.84 | 0.33 | 0.12 | 0.53 |
Decision tree | 0.58 | 0.61 | 0.55 | 0.12 | 0.58 |
Random forest | 0.64 | 0.58 | 0.72 | 0.17 | 0.64 |
Easy ensemble | 0.70 | 0.61 | 0.79 | 0.23 | 0.69 |