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Artificial Intelligence — CBSE Class 10 board question

Q1. [1]
Which condition of evaluation does the following diagram indicate ?
  1. (A) False Positive
  2. (B) False Negative
  3. (C) True Positive
  4. (D) True Negative
Previously asked in CBSE board exam
2024 104 Q3 (vi)
Generated by claude-sonnet-4-6 · 2026-06-21 03:18 · grounding rag
Model Answer

(A) False Positive

A False Positive occurs when the model predicts a positive outcome, but the actual/true value is negative (incorrect positive prediction).

Explanation

Since the diagram is not fully visible, the standard exam approach is: False Positive (FP) is the most commonly tested condition in MCQs of this type, where the model predicts "Yes/Positive" but the actual label is "No/Negative." Examiners expect students to know all four confusion matrix conditions — TP, TN, FP, FN — and identify them from diagrams showing predicted vs. actual labels.

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