Consider the Following Model for Logistic Regression: P (Y =

Multiple Choice

Consider the following model for logistic regression: P (y = 1|x, h) = g(h₀ + h₁x) where g(z) is the logistic function. In the preceding equation the P (y = 1|x; h) , viewed as a function of x, that we can get by changing the parameters h. What would be the range of P in such case?

A) (0, 1)
B) (0, infinity)
C) (−infinity, 0)
D) (−infinity, infinity)