Which of the following is true of logistic regression as a classifying method?
A) Its dependent variable is always categorical.
B) Its independent variable is always continuous or numerical.
C) It predicts the probability of output variables based on dependent variables.
D) It cannot be used when the dependent variable is binary.

Question

Quizplus · Accepted Answer

Logistic regression is used for classification problems where the dependent variable is categorical, often binary. It predicts the probability of the dependent variable being in a particular category.

Which of the Following Is True of Logistic Regression as a Classifying