Allow different distance metrics in consistency_score

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.

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Allow different distance metrics in consistency_score #360

Open hoffmansc opened 2 years ago

hoffmansc commented 2 years ago

[ ] Add **kwargs to pass through to NearestNeighbors to configure the distance metric
[ ] ~Add option to minmax scale X before fitting KNN~ This can happen in an example
[ ] Use LabelEncoder for binary y, skip for continuous y, error for other types
- [ ] Use type_of_target() to determine y type
[ ] (Optional) Use sample_weight to weight result (this could be a separate issue)

nivitareddy commented 1 year ago

Hi, can I work on this issue?

nivitareddy commented 1 year ago

Wait sorry can I get assigned to this again?