Table 3 Metrics of machine learning models for two most common outcomes on dataset1
From: Maintaining proper health records improves machine learning predictions for novel 2019-nCoV
Outcome | Metric | AdaBoost | Bagging | Extra-Trees | Decision Tree | k-NN |
|---|---|---|---|---|---|---|
Alive | Precision | 0.95 | 0.95 | 0.94 | 0.95 | 0.95 |
Recall | 0.96 | 0.97 | 0.97 | 0.97 | 0.95 | |
F1-Score | 0.95 | 0.96 | 0.95 | 0.96 | 0.95 | |
Death | Precision | 0.45 | 0.50 | 0.44 | 0.50 | 0.42 |
Recall | 0.38 | 0.38 | 0.31 | 0.38 | 0.38 | |
F1-Score | 0.42 | 0.43 | 0.36 | 0.43 | 0.40 | |
Accuracy | 0.60 | 0.92 | 0.91 | 0.91 | 0.91 |