What is logistic regression? Explain with the help of a suitable examp

Question

What is logistic regression? Explain with the help of a suitable example.

19 Mar 2025

Answer :

Word Count : 286

Logistic regression is a statistical method used for binary classification problems, where the output variable has two possible outcomes. Unlike linear regression, which predicts continuous values, logistic regression predicts probabilities that lie between 0 and 1. The core idea is to model the relationship between the dependent variable and one or more independent variables using a logistic function, commonly known as the sigmoid function.

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