Which of the following statements correctly describes supervised learning?

Options

  • A. It learns from labeled training data
  • B. It always works without any target variable
  • C. It is mainly used only for clustering
  • D. More than one of the above
  • E. None of the above

Correct Answer (Detailed Explanation is Below)

A. It learns from labeled training data

Detailed Explanation

Supervised learning uses labeled training data in which the desired output or target is known. The model learns the relationship between input features and the target to make predictions on new data.
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BPSC TRE 4 AI & ML Practice set 1

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