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Foundations
Logistic Regression
A simple, widely used method for sorting things into categories, despite its name.
Definition
Logistic regression is a simple, popular method for classification — predicting a category, such as spam or not-spam — despite the word 'regression' in its name. It estimates the probability that an input belongs to a class, and it is valued for being fast and easy to interpret.