AIF360 icon indicating copy to clipboard operation
AIF360 copied to clipboard

Add support for "default of credit card clients Data Set"

Open anupamamurthi opened this issue 2 years ago • 0 comments

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.

anupamamurthi avatar Aug 27 '22 03:08 anupamamurthi