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Machine Learning Fundamentals › Logistic Regression

What is Logistic Regression

Beginner

Answer

Logistic regression is a machine learning method used for classification problems, where it predicts the probability that an input belongs to a certain category, such as yes or no.
Real-world example An email service uses logistic regression to estimate the probability that a message is spam, then marks it as spam if that probability is above a chosen threshold.

Common follow-ups: What is linear regression, What is a confusion matrix, What is the sigmoid function