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Artificial Intelligence — CBSE Class 10 board question

Q1. [1]
Statement 1 : Confusion matrix is an evaluation metric. Statement 2 : Confusion Matrix is a record which helps in evaluation.
  1. (a) Both Statement 1 and Statement 2 are correct.
  2. (b) Both Statement 1 and Statement 2 are incorrect.
  3. (c) Statement 1 is correct and Statement 2 is incorrect.
  4. (d) Statement 2 is correct and Statement 1 is incorrect.
Previously asked in CBSE board exam
2024 104 Q4 (i)
Generated by claude-sonnet-4-6 · 2026-06-21 03:18 · grounding rag
Model Answer

(a) Both Statement 1 and Statement 2 are correct.

A confusion matrix is an evaluation metric (Statement 1) and it is also a handy presentation/record that helps evaluate model accuracy (Statement 2).

Explanation

Both statements are correct because the confusion matrix serves dual purposes: it is listed as a popular classification metric, and it is described as "a handy presentation of the accuracy of a model" — i.e., a record that aids evaluation. Neither statement contradicts the source material.

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