# 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]`      |
task_categories:tabular-classification size_categories:100<n<1K language:en acute_inflammation tabular_classification binary_classification multiclass_classification UCI region:us
{"language": ["en"], "size_categories": ["100<n<1K"], "task_categories": ["tabular-classification"], "pretty_name": "Acute Inflammation", "tags": ["acute_inflammation", "tabular_classification", "binary_classification", "multiclass_classification", "UCI"], "configs": ["inflammation", "nephritis", "bladder"]}
TAGS
#task_categories-tabular-classification #size_categories-100<n<1K #language-English #acute_inflammation #tabular_classification #binary_classification #multiclass_classification #UCI #region-us 

Acute Inflammation
==================


The Acute Inflammation dataset from the UCI ML repository.
Predict whether the patient has an acute inflammation.


Configurations and tasks
========================


Configuration: inflammation, Task: Binary classification, Description: Does the patient have an acute inflammation?
Configuration: nephritis, Task: Binary classification, Description: Does the patient have a nephritic pelvis?
Configuration: bladder, Task: Binary classification, Description: Does the patient have bladder inflammation?


nephritis


Usage
=====


Features
========


Target feature changes according to the selected configuration and is always in last position in the dataset.




TAGS
#task_categories-tabular-classification #size_categories-100<n<1K #language-English #acute_inflammation #tabular_classification #binary_classification #multiclass_classification #UCI #region-us 
