task_categories:tabular-classification size_categories:100<n<1K language:en acute_inflammation tabular_classification binary_classification multiclass_classification UCI region:us
@misc{misc_acute_inflammations_184,
  author       = {Czerniak,Jacek},
  title        = {{Acute Inflammations}},
  year         = {2009},
  howpublished = {UCI Machine Learning Repository},
  note         = {{DOI}: \\url{10.24432/C5V59S}}
}
---
language:
- en
tags:
- acute_inflammation
- tabular_classification
- binary_classification
- multiclass_classification
- UCI
pretty_name: Acute Inflammation
size_categories:
- 100<n<1K
task_categories:
- tabular-classification
configs:
- inflammation
- nephritis
- bladder
---
# Acute Inflammation
The [Acute Inflammation dataset](https://archive.ics.uci.edu/ml/datasets/Acute+Inflammations) from the [UCI ML repository](https://archive-beta.ics.uci.edu).
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
```python
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]`      |