Datasets:
Chandan Singh
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Create README.md
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README.md
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---
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annotations_creators: []
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language: []
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language_creators: []
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license: []
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multilinguality: []
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pretty_name: compas-recividivsm
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size_categories:
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- 1K<n<10K
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source_datasets: []
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tags:
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- interpretability
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- fairness
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task_categories:
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- tabular-classification
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task_ids: []
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---
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Port of the compas-recidivism dataset from propublica (github [here](https://github.com/propublica/compas-analysis)). See details there and use carefully, as there are serious known social impacts and biases present in this dataset.
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Basic preprocessing done by the [imodels team](https://github.com/csinva/imodels) in [this notebook](https://github.com/csinva/imodels-data/blob/master/notebooks_fetch_data/00_get_datasets_custom.ipynb).
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