Covid 19 symptoms outcome prediction

original dataset on kaggle

The results from models :

metric	KNN	Logistic Regression	Naive Bayes	Decision Trees	SVM
acc	0.919075	0.953757	0.872832	0.971098	0.971098
recall	0.458333	0.791667	0.250000	0.833333	0.916667
percision	0.916667	0.863636	0.600000	0.952381	0.880000
f1 score	0.611111	0.826087	0.352941	0.888889	0.897959
AUC	0.968820	0.989374	0.937640	0.913311	0.984340