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Artificial Intelligence — CBSE Class 10 board question

Q1. [1]
With reference to evaluation process of understanding the reliability of any AI model, define the term True Positive.
Previously asked in CBSE board exam
2022 104 Q11
Generated by claude-sonnet-4-6 · 2026-06-21 03:18 · grounding rag
Model Answer

True Positive (TP): When the model correctly predicts a positive outcome — i.e., the actual value is positive and the model also predicts it as positive.

Explanation

This is a 1-mark definition question from the Confusion Matrix topic (Chapter 3). Examiners expect the key idea: correct prediction of a positive class. Mention both conditions — actual is positive AND predicted is positive. Avoid confusing it with False Positive (actual negative, predicted positive).

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