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In the field of machine learning, linear regression can be considered a type of supervised machine learning. In this use of the method, the model learns from labeled data (a training dataset), fits ...

This catch is not specific to linear regression. It applies to any machine learning model in any domain — if the features available aren’t related to the phenomenon you’re trying to model ...

Learn More. Linear regression may be the most basic and accessible machine learning (ML) algorithm, but it’s also one of the fastest and most powerful.

There are dozens of machine learning algorithms, ranging in complexity from linear regression and logistic regression to deep neural networks and ensembles (combinations of other models).