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What is a confusion matrix?

A confusion matrix counts true and false predictions by actual and predicted class.

Machine Learning Easy Theory

What is a confusion matrix?

A confusion matrix counts true and false predictions by actual and predicted class.

  • TP FP FN TN for binary case
  • Helps derive precision and recall
  • Great for error analysis

What is a confusion matrix?