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数据集:
mstz/acute_inflammation
英文急性炎症
来自 UCI ML repository 的 Acute Inflammation dataset 。预测患者是否患有急性炎症。
配置和任务
| 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? |
肾炎
用法
from datasets import load_dataset
dataset = load_dataset("mstz/acute_inflammation", "inflammation")["train"]
特征
目标特征根据所选择的配置而变化，并始终在数据集的最后位置。
| 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] |