Look Who it Was Random video

Measuring Model Fairness - Stephen Hoover

930 views · Published 29 November 2018 · 31:20 · Indexed 1 October 2026

Channel: PyData · 2018 · Science & Technology

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PyData LA 2018 

Machine learning models are increasingly used to make decisions that affect people’s lives. With this power comes a responsibility to ensure that model predictions are fair. In this talk I’ll introduce several common model fairness metrics, discuss their tradeoffs, and finally demonstrate their use with a case study analyzing anonymized data from one of Civis Analytics’s client engagements.

Slides - https://www.slideshare.net/PyData/measuring-model-fairness-stephen-hoover
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