(True/False) One of the requirements of logistic regression is that you need a variable with two classes.1 pointTrueFalse

Analysis of the Statement

1. Understanding Logistic Regression: Logistic regression is a statistical method used for binary classification that models the probability of a binary response based on one or more predictor variables. The response variable should be categorical with two classes (e.g., 0 and 1, success and failure, etc.).

2. Binary Classification Requirement: The core requirement of logistic regression is indeed that the dependent variable must be categorical and specifically binary. Logistic regression is not suitable for regression problems with continuous outcome variables or those with more than two categories without modifying the approach (e.g., using multinomial logistic regression).

Final Answer

True - One of the requirements of logistic regression is that you need a variable with two classes.