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Which of the following best describes supervised learning?

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Question: Which of the following best describes supervised learning?

Options:

  1. Learning from unlabeled data
  2. Learning from labeled data
  3. Learning without feedback
  4. Learning through reinforcement

Correct Answer: Learning from labeled data

Solution: 

Supervised learning involves learning from labeled data, where the model is trained on input-output pairs.

Which of the following best describes supervised learning?

Practice Questions

Q1
Which of the following best describes supervised learning?
  1. Learning from unlabeled data
  2. Learning from labeled data
  3. Learning without feedback
  4. Learning through reinforcement

Questions & Step-by-Step Solutions

Which of the following best describes supervised learning?
  • Step 1: Understand that supervised learning is a type of machine learning.
  • Step 2: Know that in supervised learning, we use data that has labels.
  • Step 3: Recognize that labeled data means each input has a corresponding output.
  • Step 4: Learn that the model is trained using these input-output pairs.
  • Step 5: Remember that the goal is for the model to learn how to predict the output from new inputs.
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