From: Maintaining proper health records improves machine learning predictions for novel 2019-nCoV
Outcome | Metric | AdaBoost | Bagging | Extra-trees | Decision tree | k-NN |
---|---|---|---|---|---|---|
Recovered | Precision | 0.29 | 0.44 | 0.47 | 0.38 | 0.34 |
Recall | 0.81 | 0.59 | 0.56 | 0.56 | 0.41 | |
F1-Score | 0.23 | 0.51 | 0.51 | 0.45 | 0.37 | |
Isolated | Precision | 0.82 | 0.85 | 0.84 | 0.84 | 0.81 |
Recall | 0.30 | 0.81 | 0.83 | 0.78 | 0.78 | |
F1-Score | 0.44 | 0.83 | 0.83 | 0.81 | 0.80 | |
Death | Precision | 0.09 | 0.50 | 0.44 | 0.50 | 0.42 |
Recall | 0.31 | 0.38 | 0.31 | 0.38 | 0.38 | |
F1-Score | 0.14 | 0.43 | 0.36 | 0.43 | 0.40 | |
Accuracy | 0.38 | 0.74 | 0.74 | 0.71 | 0.69 |