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Artificial Intelligence — CBSE Class 10 board question

Q1. [1]
While evaluating a model's performance, recall parameter considers ______. (i) False positive (ii) True positive (iii) False negative (iv) True negative Choose the correct option:
  1. (a) only (i)
  2. (b) (ii) and (iii)
  3. (c) (iii) and (iv)
  4. (d) (i) and (iv)
Previously asked in CBSE board exam
2023 104 Q3 (v)
Generated by claude-sonnet-4-6 · 2026-06-21 03:18 · grounding rag
Model Answer

(b) (ii) and (iii)

Recall = TP / (TP + FN). It considers True Positives (ii) and False Negatives (iii), measuring how well the model identifies all actual positives.

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Explanation

Recall focuses on minimising missed positives (False Negatives). The formula TP/(TP+FN) uses only True Positives and False Negatives — not False Positives or True Negatives. Students often confuse recall with precision (which uses TP and FP), so remember: Recall = catching all actual positives; Precision = correctness of positive predictions.

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