UBC-MDS / Credit-Card-Default-Prediction

Credit Card Default Prediction
https://github.com/UBC-MDS/Credit-Card-Default-Prediction/blob/main/reports/_build/pdf/book.pdf
MIT License
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Problem with "gender" column #34

Open ciciecho-ds opened 2 years ago

ciciecho-ds commented 2 years ago

To ensure statistical parity, we will need to explore the effect of gender on our prediction and drop the column as a predictive feature if we observe bias. We'll leave this as a to-do item for the next release.

rrrohit1 commented 2 years ago

Good point Cici.