Q1. [1]
Which of the following is defined as the measure of balance between precision and recall?
- (a) Accuracy
- (b) F1 Score
- (c) Reliability
- (d) Punctuality
Previously asked in CBSE board exam
2023 104 Q2 (vi)
Generated by claude-sonnet-4-6 · 2026-06-21 03:18 · grounding rag
Model Answer
(b) F1 Score
Explanation
F1 Score is defined as the harmonic mean of precision and recall, combining both into a single metric. The source explicitly states: "F1-Score provides a way to combine both precision and recall into a single measure that captures both properties." Accuracy measures correct predictions overall; reliability and punctuality are not ML evaluation metrics.
If a question refers to an image, map, graph or diagram that is not shown here, open the Study Guide single page app, go to
Library and find the actual CBSE question paper. The original papers are also available on the CBSE website:
cbse.gov.in.