Question:
Statement 1: Confusion matrix is an evaluation metric.
Statement 2: Confusion Matrix is a record which helps in evaluation.
Statement 1: Confusion matrix is an evaluation metric.
Statement 2: Confusion Matrix is a record which helps in evaluation.
Statement 2: Confusion Matrix is a record which helps in evaluation.
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Confusion matrices help evaluate the performance of classification models by showing true positives, false positives, true negatives, and false negatives.
Updated On: Jan 13, 2026
- Both Statement 1 and Statement 2 are correct.
- Both Statement 1 and Statement 2 are incorrect.
- Statement 1 is correct and Statement 2 is incorrect.
- Statement 2 is correct and Statement 1 is incorrect.
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The Correct Option is A
Solution and Explanation
A confusion matrix is a fundamental evaluation metric in machine learning, used for assessing the performance of classification algorithms. It is a table that summarizes the number of correct and incorrect predictions made by a model, broken down by class. Statement 1 is correct because the confusion matrix is used for evaluation, and Statement 2 is also correct because it records the predicted vs actual outcomes, providing insights into model performance.
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