EMC Proven Professional – Data Science and Big Data Analytics — Question 13

Which type of numeric value does a logistic regression model estimate?

Answer options

• A. Probability
• B. A p-value
• C. Any integer
• D. Any real number

Correct answer: A

Explanation

A logistic regression model estimates the probability of an event occurring, which is a value between 0 and 1. The other options, such as a p-value, integers, or real numbers, do not accurately represent what logistic regression is designed to estimate.