Table · dataset · 2022
compas-recividivsm
Listed in Hugging Face Datasets
Port of the compas-recidivism dataset from propublica (github here).
Description
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 in this notebook.
The target is the binary outcome is_recid. Sample usage Load the data: from datasets import load_dataset dataset = load_dataset("imodels/compas-recidivism") df = pd.DataFrame(dataset['train']) X = df.drop(columns=['is_recid']) y =… See the full description on the dataset page: huggingface.co/datasets/imodels/compas-recidivism.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/imodels/compas-recidivism ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/imodels/compas-recidivism ↗
metadata API · from Hugging Face
Topics
- Stated by source
- tabular · tabular classification
- From keywords
- Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | imodels/compas-recidivism | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:tabular-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |