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Artificial Intelligence — CBSE Class 10 board question

Q1. [1]
What is F1 score?
Previously asked in CBSE board exam
2022 104 Q12
Generated by claude-sonnet-4-6 · 2026-06-21 03:18 · grounding rag
Model Answer

F1 Score is the harmonic mean of Precision and Recall, used when the dataset is unbalanced and we cannot decide whether FP or FN is more important.

$$\text{F1 Score} = \frac{2 \times \text{Precision} \times \text{Recall}}{\text{Precision} + \text{Recall}}$$

Source: Chapter 3, Section 3.4 – F1 Score

Explanation

Examiners expect the definition and the formula for full marks. Mention that it combines both Precision and Recall into a single measure — that's the key idea. Avoid writing a long paragraph; one sentence + formula is sufficient for 1 mark.

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