What is the purpose of the ROC curve in binary classification evaluation?

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Machine Learning — Medium

What is the purpose of the ROC curve in binary classification evaluation?

Key points

  • The ROC curve shows how the model performs at different classification thresholds.
  • It helps in determining the optimal threshold for making predictions.
  • The curve closer to the top-left corner indicates a better-performing model.

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