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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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+
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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).