In Machine Learning, what does the term dataset refer to?

Options

  • A. A collection of data used for analysis, learning, evaluation, or testing of a machine learning system
  • B. A single instruction given to a computer
  • C. Only the final output produced by a model
  • D. A hardware component used for machine learning
  • E. None of the above

Correct Answer (Detailed Explanation is Below)

A. A collection of data used for analysis, learning, evaluation, or testing of a machine learning system

Detailed Explanation

A dataset is a collection of data used by a Machine Learning system. It may contain input variables, known outputs, or both. Datasets are commonly divided into training, validation, and testing portions depending on the machine learning workflow.

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