Model Evaluation

AUC

Area Under the Curve - measures the area under the ROC curve, indicating classification model performance (1.0 is perfect).

  • ROC Curve: Explore how ROC Curve relates to AUC
  • Classification: Explore how Classification relates to AUC
  • Evaluation: Explore how Evaluation relates to AUC

Why It Matters

Understanding AUC is crucial for anyone working with model evaluation. This concept helps build a foundation for more advanced topics in AI and machine learning.

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This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.

Tags

model-evaluation roc-curve classification evaluation

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Added: November 18, 2025