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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, where inputs are paired with correct outputs.
• The model learns by comparing predictions with actual results.
Information Booster:
• Common algorithms: Linear Regression, Decision Trees, SVM
• Used in tasks like classification and prediction
Additional Knowledge:
• Inductive learning (Option A) – general concept
• Reinforcement learning (Option B) – learning through rewards
• Unsupervised learning (Option C) – no labeled data

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