Add support for "default of credit card clients Data Set" #349
Open
Description
https://archive.ics.uci.edu/ml/datasets/default%2Bof%2Bcredit%2Bcard%2Bclients
Potential Tasks:
- Ensure the license permits open source us
- Verify that this dataset is appropriate for fairness tasks and subset it accordingly (removing un-necessary columns etc.)
- Ensure we have instance level records with protected attributes and outcomes
- First create sklearn-compatible dataset (dataframe) and an appropriate "classic" dataset (second priority)
- Create a simple notebook where the dataset is consumed and simple fairness measures and computed at least.
- DO NOT download and incorporate the data, rather include a function that will do this since data is not hosted in AIF360.