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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