Knowledge Graph — Coursera Notes › Academic disciplines › Information Technology / Computer Science › Artificial Intelligence › Machine Learning & Data › Classification

Confusion matrix

concept · part of Classification

Table showing true positives, true negatives, false positives, and false negatives; basis for other classification metrics.

Helps visualize model errors and identify class imbalances.

It is also used to compute metrics like precision, recall, and F1-score.

Connections

• Prerequisite of Accuracy
• Prerequisite of Precision
• Prerequisite of Recall

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