What is the primary purpose of training data in Machine Learning?

Options

  • A. To enable the model to learn patterns or relationships from examples
  • B. To permanently store the final predictions only
  • C. To replace the learning algorithm
  • D. To measure only the hardware performance of a computer
  • E. None of the above

Correct Answer (Detailed Explanation is Below)

A. To enable the model to learn patterns or relationships from examples

Detailed Explanation

Training data is the portion of a dataset used by a Machine Learning algorithm to learn patterns and relationships. In supervised learning, training examples generally contain both features and corresponding labels, allowing the model to learn how inputs relate to outputs.

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