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Comparison of diagnostic efficacy among different models, (%).
| Models | microF1 | macroF1 | mAUC | MAUC |
| Naïve Bayes | 52.9 | 51.4 | 71.3 | 71.4 |
| Random forests | 69.3 | 65.8 | 87.3 | 74.7 |
| Support vector machine | 73.2 | 71.1 | 90.2 | 88.8 |
| Model in current study | 83.8 | 81.8 | 95.8 | 94.9 |
| Model by validation set | 84.1 | 82.2 | 95.9 | 95.1 |
mAUC: Micro-average area under the curve; MAUC: Macro-average area under the curve.
