Issue 265 privileged class bank dataset

Trusted-AI / AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

https://aif360.res.ibm.com/

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Issue 265 privileged class bank dataset #449

Closed joosjegoedhart closed 1 year ago

joosjegoedhart commented 1 year ago

Closes #265

Changes:

Updated readme for bank dataset
Added age >60 to unpriviliged group in bank_dataset.py
Added tests for bank dataset
Fixed linting errors for all tests/test_standard_datasets.py

@hoffmansc or @nrkarthikeyan

joosjegoedhart commented 1 year ago

@hoffmansc please review :)

joosjegoedhart commented 1 year ago

For test_standard_datasets.py::test_bank_priviliged_attributes

E FileNotFoundError: [Errno 2] No such file or directory: 'aif360/data/raw/bank/bank-additional-full.csv’.I keep on getting errors here. It seems because os.chdir() in notebook_runner.py() sets the working directory of the entire test process process to …AIF360/examples.

I fixed this issue by resetting the path in tests/notebook_runner.py