ResponsiblyAI / responsibly

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
http://docs.responsibly.ai
MIT License
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Bias mitigation and fairness boosting in multi class classification use case #65

Closed pradeepdev-1995 closed 1 year ago

pradeepdev-1995 commented 1 year ago

Is it support mitigating bias and improving fairness in multi-class classification problems? If so please provide an example of doing the same in a sample multi-class classification dataset.

shlomihod commented 1 year ago

Unfortunately responsibly currently does not support multiclass classification. Perhaps the fairlearn could be helpful: https://fairlearn.org/v0.8/auto_examples/plot_metricframe_beyond_binary_classification.html

pradeepdev-1995 commented 1 year ago

@shlomihod Thank you. Let me check it.