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--- |
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language: |
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- en |
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tags: |
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- acute_inflammation |
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- tabular_classification |
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- binary_classification |
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- multiclass_classification |
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- UCI |
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pretty_name: Acute Inflammation |
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size_categories: |
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- 100<n<1K |
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task_categories: |
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- tabular-classification |
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configs: |
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- inflammation |
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- nephritis |
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- bladder |
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--- |
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# Acute Inflammation |
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The [Acute Inflammation dataset](https://archive.ics.uci.edu/ml/datasets/Acute+Inflammations) from the [UCI ML repository](https://archive-beta.ics.uci.edu). |
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Predict whether the patient has an acute inflammation. |
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# Configurations and tasks |
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| **Configuration** | **Task** | Description | |
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|-------------------|---------------------------|---------------------------------------------------------------| |
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| inflammation | Binary classification | Does the patient have an acute inflammation? | |
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| nephritis | Binary classification | Does the patient have a nephritic pelvis? | |
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| bladder | Binary classification | Does the patient have bladder inflammation? | |
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nephritis |
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# Usage |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset("mstz/acute_inflammation", "inflammation")["train"] |
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``` |
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# Features |
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Target feature changes according to the selected configuration and is always in last position in the dataset. |
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| **Feature** | **Type** | |
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|---------------------------------------|---------------| |
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| `temperature` | `[float64]` | |
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| `has_nausea` | `[bool]` | |
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| `has_lumbar_pain` | `[bool]` | |
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| `has_urine_pushing` | `[bool]` | |
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| `has_micturition_pains` | `[bool]` | |
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| `has_burnt_urethra` | `[bool]` | |
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| `has_inflammed_bladder` | `[bool]` | |
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| `has_nephritis_of_renal_pelvis` | `[bool]` | |
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| `has_acute_inflammation` | `[int8]` | |
