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AI Engineering

Classification threshold selection

Decision thresholds trade off competing classification errors and can be selected using validation data.

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Chapter 28: Task-specific evaluation metrics6 lessons · 23 min
  1. 1Metrics and error costs3 min
  2. 2Classification threshold selection4 min
  3. 3Metrics for imbalanced classification3 min
  4. 4Probability calibration4 min
  5. 5Group-level evaluation3 min
  6. 6Challenge: Task-specific evaluation metrics6 min
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This lesson is part of the AI Engineering course.

Example plan3 lessons · 10 min

Metrics and error costs3 min
Classification threshold selectionTask-specific evaluation metrics4 min
Metrics for imbalanced classificationTask-specific evaluation metrics3 min

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