Comments (1)
It is worse for the calibrated equalized odds model. Here, both the difference between FP rates and FN rates increase, even when using the 'weighted' option.
Original group 0 model:
Group size: 2331.000
Prediction Accuracy: 0.701
FP rate: 0.095
FN rate: 0.203
Original group 1 model:
Group size: 1628.000
Prediction Accuracy: 0.740
FP rate: 0.052
FN rate: 0.208
Equalized odds group 0 model:
Group size: 2331.000
Prediction Accuracy: 0.701
FP rate: 0.095
FN rate: 0.203
Equalized odds group 1 model:
Group size: 1628.000
Prediction Accuracy: 0.741
FP rate: 0.035
FN rate: 0.224
from equalized_odds_and_calibration.
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from equalized_odds_and_calibration.