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Artificial Intelligence — CBSE Class 10 board question

Q1. [1]
Precision is defined as :
  1. (A) The ratio of correctly predicted positive observations to total observations.
  2. (B) The ratio of correctly predicted positive observations to total predicted positive observations.
  3. (C) The ratio of correctly predicted negative observations to total observations.
  4. (D) The harmonic mean of true positives and true negatives.
Previously asked in CBSE board exam
2026 104 Q4 (v)
Generated by claude-sonnet-4-6 · 2026-06-21 03:19 · grounding rag
Model Answer

(B) The ratio of correctly predicted positive observations to total predicted positive observations.

$$\text{Precision} = \frac{TP}{TP + FP}$$

Explanation

Precision measures how many of the model's positive predictions were actually correct. Examiners expect the formula alongside the definition. Do not confuse with Recall (TP/TP+FN) or Accuracy (correct predictions/total predictions).

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