Datasets:
Chandan Singh
commited on
Commit
•
37243d1
1
Parent(s):
6628347
Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
annotations_creators: []
|
3 |
+
language: []
|
4 |
+
language_creators: []
|
5 |
+
license: []
|
6 |
+
multilinguality: []
|
7 |
+
pretty_name: compas-recividivsm
|
8 |
+
size_categories:
|
9 |
+
- 1K<n<10K
|
10 |
+
source_datasets: []
|
11 |
+
tags:
|
12 |
+
- interpretability
|
13 |
+
- fairness
|
14 |
+
task_categories:
|
15 |
+
- tabular-classification
|
16 |
+
task_ids: []
|
17 |
+
---
|
18 |
+
|
19 |
+
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.
|
20 |
+
|
21 |
+
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).
|