Table 2 The performance of machine learning models
From: Application of machine learning to identify risk factors of birth asphyxia
Algorithms | TP | TN | FP | FN | Accuracy | Precision | Recall | F_1 Score |
|---|---|---|---|---|---|---|---|---|
Decision Tree Classification | 1981 | 1740 | 51 | 11 | 98% | 97% | 99% | 98% |
Random Forest Classification | 1984 | 1777 | 14 | 8 | 99% | 99% | 99.6% | 99% |
Permutation Feature Classification with KNN | 1983 | 1729 | 62 | 9 | 98% | 96% | 99% | 98% |
Deep Learning | 1951 | 1771 | 41 | 20 | 98% | 99% | 98% | 98% |