Q1. [1] § Introduction § 3.1: Importance of Model Evaluation
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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