Table · dataset · 2022
diabetes-readmission
Listed in Hugging Face Datasets
Port of the diabetes-readmission dataset from UCI (link here).
Description
See details there and use carefully. Basic preprocessing done by the imodels team in this notebook.
The target is the binary outcome readmitted. Sample usage Load the data: from datasets import load_dataset dataset = load_dataset("imodels/diabetes-readmission") df = pd.DataFrame(dataset['train']) X = df.drop(columns=['readmitted']) y = df['readmitted'].values Fit a model: import imodels import numpy as np m =… See the full description on the dataset page: huggingface.co/datasets/imodels/diabetes-readmission.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/imodels/diabetes-readmission ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/imodels/diabetes-readmission ↗
metadata API · from Hugging Face
Topics
- Stated by source
- tabular · tabular classification
- From keywords
- Computer Science & AI · Medicine & Health
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | imodels/diabetes-readmission | 12 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[field].local:field:medicine-health | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['medicine'] |
| 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 |