Researcher would like to predict whether a COVID-19 patient will need a ventilator within the next 10 days, based on a few variables on pre-existing conditions and vital information on the day of hospital admission. Which of the following methods should not be used on this problem?

a. Logistic regression

b. Linear Discriminant analysis

c. Multiple linear regression

d. Quadratic discriminant analysis

e. KNN classification