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Which of the following learnings uses manual labels of inputs?
Question



Which of the following learnings uses manual labels of inputs?


A.

Inductive learning

 

B.

Reinforcement learning


C.

 Unsupervised learning


D.

Supervised learning

Correct option is D

 • Supervised Learning uses labeled data (manual input-output pairs).

• The model learns by comparing predicted output with actual output.

Information Booster:
• Examples:

  • Spam detection

  • Image classification

Additional Knowledge:
• Types of learning:

  • Supervised → labeled data

  • Unsupervised → no labels

  • Reinforcement → learning by rewards

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