Consider the logistic regression for the toy data set, where π is the probability of passing the class:
Log [π/1-π] = 25.60188 - 0.363761 MidtermScore
Consider two students, one who scores 67% on the midterm and one who scores 73% on the midterm. What are the odds that each fails the class? What is the probability that each fails the class?
Klimberg, Ron; McCullough, B. D. (2013-04-04). Fundamentals of Predictive Analytics with JMP (p. 133). SAS Institute. Kindle Edition.