Biased Algorithmic Outcomes

This simulation shows a bank's loan approval algorithm. Each dot is an applicant, color-coded by demographic group. The line is the decision boundary: applicants above it are approved. Select a training goal to see how the algorithm's decisions and fairness metrics change.

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