Home▸AI & Machine Learning▸AI Ethics Lab — Algorithmic Fairness & Threshold Trade-offs

⚖️ AI Ethics Lab — Algorithmic Fairness & Threshold Trade-offs

Move a classifier's decision threshold per group and watch demographic parity, equal opportunity and overall accuracy pull against each other in real time.

AI & Machine Learning2DEasy60 FPS

⚙ Under the hood

Move a classifier's decision threshold per group and watch demographic parity, equal opportunity and overall accuracy pull against each other in real time.

Canvas 2DAI EthicsAlgorithmic FairnessDemographic ParityEqual Opportunity

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install