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Artificial Intelligence — CBSE Class 10 board question

Q1. [1]
______ is one of the parameter for evaluating a model's performance and is defined as the fraction of positive cases that are correctly identified.
  1. (a) Precision
  2. (b) Accuracy
  3. (c) Recall
  4. (d) F1
Previously asked in CBSE board exam
2024 104 Q3 (i)
Generated by claude-sonnet-4-6 · 2026-06-21 03:18 · grounding rag
Model Answer

(c) Recall — Recall is defined as the fraction of positive cases that are correctly identified by the model.

Explanation

Recall (also called sensitivity) = TP / (TP + FN). It measures how many actual positives were correctly caught. Precision focuses on correctness of positive predictions; Accuracy covers overall correct predictions; F1 balances precision and recall.

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