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Acute Inflammation
The Acute Inflammation dataset from the UCI ML repository. Predict whether the patient has an acute inflammation.
Configurations and tasks
| Configuration | Task | Description |
|---|---|---|
| inflammation | Binary classification | Does the patient have an acute inflammation? |
| nephritis | Binary classification | Does the patient have a nephritic pelvis? |
| bladder | Binary classification | Does the patient have bladder inflammation? |
nephritis
Usage
from datasets import load_dataset
dataset = load_dataset("mstz/acute_inflammation", "inflammation")["train"]
Features
Target feature changes according to the selected configuration and is always in last position in the dataset.
| Feature | Type |
|---|---|
temperature |
[float64] |
has_nausea |
[bool] |
has_lumbar_pain |
[bool] |
has_urine_pushing |
[bool] |
has_micturition_pains |
[bool] |
has_burnt_urethra |
[bool] |
has_inflammed_bladder |
[bool] |
has_nephritis_of_renal_pelvis |
[bool] |
has_acute_inflammation |
[int8] |
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