What is classification in supervised Machine Learning?

Options

  • A. A process of assigning input data to one or more predefined classes
  • B. A process of grouping data without any predefined structure
  • C. A process of predicting only continuous numerical values
  • D. A process of selecting computer hardware
  • E. None of the above

Correct Answer (Detailed Explanation is Below)

A. A process of assigning input data to one or more predefined classes

Detailed Explanation

Classification is a supervised learning task in which a model learns from labeled data and assigns new input observations to predefined classes or categories. Examples include spam detection, disease classification, and identifying whether a transaction is fraudulent.

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