|
--- |
|
annotations_creators: [] |
|
language: [] |
|
language_creators: [] |
|
license: [] |
|
multilinguality: [] |
|
pretty_name: compas-recividivsm |
|
size_categories: |
|
- 1K<n<10K |
|
source_datasets: [] |
|
tags: |
|
- interpretability |
|
- fairness |
|
task_categories: |
|
- tabular-classification |
|
task_ids: [] |
|
--- |
|
|
|
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. |
|
|
|
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). |
