Part V · Chapter 57Version 1.1 · 5 November 202635 min read

    Prediction Transformation Methods

    Key message

    Beyond thresholds and recalibration, model outputs can be transformed, aligned across groups, re-ranked or withheld from automation; each transformation buys a specific fairness property at a measurable price in information, calibration or human effort.

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