数据集:
mstz/acute_inflammation
来自 UCI ML repository 的 Acute Inflammation dataset 。预测患者是否患有急性炎症。
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
from datasets import load_dataset dataset = load_dataset("mstz/acute_inflammation", "inflammation")["train"]
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] |