Confusion Matrix

What is Confusion Matrix?

A table used to evaluate the performance of a classification model. It breaks down predictions into True Positives, True Negatives, False Positives (Type I Error), and False Negatives (Type II Error).

Where did the term "Confusion Matrix" come from?

Fundamental tool for error analysis.

How is "Confusion Matrix" used today?

The starting point for calculating all other metrics.

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