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

Table 3

Rule base of the fuzzy inference.

Sl. no.	Input parameters								Output parameter
	Cough	Fever	Sore throat	Cardio. Disease	B.P.	Age	Sex	Travel history	Risk level
1	Low	Low	Low	Low	Low	Low	Low	Low	Risk level 1
2	Medium	Low	Low	Low	Low	Low	Low	Low	Risk level 1
3	High	Low	Low	Low	Low	Low	Low	Low	Risk level 1
4	Low	Medium	Low	Low	Low	Low	Low	Low	Risk level 1
5	Medium	Medium	Low	Low	Low	Low	Low	Low	Risk level 1
6	High	Medium	Low	Low	Low	Low	Low	Low	Risk level 1
7	Low	High	Low	Low	Low	Low	Low	Low	Risk level 1
8	Medium	High	Low	Low	Low	Low	Low	Low	Risk level 1
9	High	High	Low	Low	Low	Low	Low	Low	Risk level 1
10	Low	Low	Medium	Low	Low	Low	Low	Low	Risk level 1
. . .	. . .	. . .	. . .	. . .	. . .	. . .	. . .	. . .	. . .
. . .	. . .	. . .	. . .	. . .	. . .	. . .	. . .	. . .	. . .
. . .	. . .	. . .	. . .	. . .	. . .	. . .	. . .	. . .	. . .
3888	High	High	High	High	High	Very high	High	High	Risk level 5