Table 2 This is prediction performance of MLP model on pregnancy risk levels.
From: Prediction of high-risk pregnancy based on machine learning algorithms
| Â | Precision | Recall | F1-score | AUC | Sample size |
|---|---|---|---|---|---|
High risk | 0.91 | 0.91 | 0.91 | 0.99 | 22 |
Mid risk | 0.80 | 0.83 | 0.81 | 0.91 | 21 |
Low risk | 0.77 | 0.73 | 0.75 | 0.91 | 47 |
Total | 0.82 | – | – | – | 90 |
