Table 2 Chikungunya performance evaluation.

From: Leveraging AHP and transfer learning in machine learning for improved prediction of infectious disease outbreaks

Model

Accuracy

Precision

Recall

F1

AUC

Random Forest

92.15

0.5

0.63

0.56

0.79

Gradient Boosting

92.44

0.51

0.77

0.78

0.86

XGBoost

92.44

0.52

0.51

0.57

0.79

Ensemble

93.31

0.57

0.63

0.63

0.79

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