Mathematically speaking, logistic regression is based on:
A) Probabilities.
B) Odds.
C) The logarithm of the odds.
D) All three above responses are correct.

Question

Quizplus · Accepted Answer

Logistic regression is based on probabilities, odds, and specifically the logarithm of the odds (log-odds), making all three statements correct. It models the probability that a given input belongs to a certain class by using the log-odds of the probabilities.

Mathematically Speaking, Logistic Regression Is Based On