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Question : In the last chart, we can see the constrained model reduces the FPR for both categories, old and young. However the "old" category still has more tha
by antpls 7y ago
Question : In the last chart, we can see the constrained model reduces the FPR for both categories, old and young. However the "old" category still has more than 2 times the FPR of the young category, how did it make the model fairer? (I would imagine an equal FPR between both categories for it to be fair)
- Eridrus 7y agoAs linked in the comments above, there are a lot of different ways to define fairness and it is impossible to satisfy them all at once. One way you could argue this example is fairer: the gap used to be ~10%, now it is ~5%.