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Regression

A supervised learning task where the output variable is a continuous value.

Description

Regression is a supervised learning task that aims to predict a continuous output variable based on one or more input variables. Unlike classification, which predicts discrete class labels, regression predicts a continuous quantity.

Examples

  • 🏠 House price prediction
  • πŸ“ˆ Sales forecasting
  • 🌑️ Temperature prediction

Applications

πŸ’° Financial forecasting
πŸ“Š Demand prediction
πŸ‘΄ Age estimation

Related Terms

Supervised LearningLinear RegressionPolynomial Regression

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