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 | 0.34 | 0.40 | 0.39 | 0.39 | 0.29 |
Recall | 0.12 | 0.18 | 0.12 | 0.12 | 0.31 | |
F1-Score | 0.18 | 0.25 | 0.19 | 0.19 | 0.30 | |
Isolated | Precision | 0.62 | 0.69 | 0.69 | 0.69 | 0.66 |
Recall | 0.50 | 0.88 | 0.91 | 0.91 | 0.64 | |
F1-Score | 0.55 | 0.77 | 0.78 | 0.78 | 0.65 | |
Death | Precision | 0.02 | 0.33 | 0.33 | 0.33 | 0.11 |
Recall | 0.40 | 0.10 | 0.20 | 0.20 | 0.10 | |
F1-Score | 0.04 | 0.15 | 0.25 | 0.25 | 0.11 | |
Accuracy | 0.38 | 0.65 | 0.65 | 0.65 | 0.53 |