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
  • 📈 Sales forecasting
  • 🌡️ Temperature prediction

Applications

💰 Financial forecasting
📊 Demand prediction
👴 Age estimation

Related Terms