Questions tagged [algorithmic-fairness]
The algorithmic-fairness tag has no usage guidance.
3
questions
0
votes
0
answers
27
views
Accuracy for unfairness detection
I am dealing with unfairness and I am trying to find out some metrics to detect unfairness presence in my dataset. I am starting from the very bases: accuracy. My main question is Do you think I can ...
- 145
0
votes
0
answers
8
views
Fairness of data-driven comparison: LR vs. mixed effects LR
In terms of comparability of LR vs. mixed effects LR, I wonder if it is a problem since number of variables is large (so far 55). However, the RF model is modelled using 55 variables, but the mixed ...
- 73
0
votes
1
answer
24
views
Intuition for why a classifier cannot be well-calibrated and achieve error rate balance across groups
There are several results in the literature now, stating that a classifier cannot fulfill calibration and error rate balance at the same time if there are actual differences between groups. To pick ...
- 1,024