COVID-19 Risk Prediction for Diabetic Patients Using Fuzzy Inference System and Machine Learning Approaches

Table 5

Top three best performing models after tuning hyper-parameter.

S. no.	Model	Accuracy	Recall	Precision	F1 score	Kappa score
1	CatBoost classifier	0.7582	0.64	0.772	0.767	0.663
2	Logistic regression	0.751	0.57	0.753	0.731	0.631
3	XGBoost classifier	0.7471	0.55	0.727	0.721	0.591