Confusion Matrix is the correct answer
Explanation :-
The result of the comparison between the prediction and reality can be recorded in what we call the confusion matrix. The confusion matrix allows us to understand the prediction results. Note that it is not an evaluation metric but a record that can help in evaluation.
Prediction and Reality can be easily mapped together with the help of this confusion matrix
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