Model Evaluation & Metrics

Matthews Correlation Coefficient

A balanced measure for binary classification considering all confusion matrix values, robust to imbalance.

This concept is essential for understanding model evaluation & metrics and forms a key part of modern AI systems.

  • Confusion Matrix
  • Evaluation
  • Imbalanced Data

Tags

model-evaluation-metrics confusion-matrix evaluation imbalanced-data

Related Terms

Added: November 18, 2025