What is regression in supervised Machine Learning?

Options

  • A. A supervised learning technique used to predict continuous numerical values
  • B. A technique used only to classify images into categories
  • C. A method used exclusively for finding clusters
  • D. A method that does not require training data
  • E. None of the above

Correct Answer (Detailed Explanation is Below)

A. A supervised learning technique used to predict continuous numerical values

Detailed Explanation

Regression is a supervised learning task in which the model learns a relationship between input variables and a continuous numerical target. Examples include predicting house prices, temperature, sales, or salary.

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