数据集:
mstz/heart_failure
从Kaggle的 Heart failure dataset 中预测患者心力衰竭导致的死亡,给定一些个人医疗数据。
Configuration | Task | Description |
---|---|---|
death | Binary classification | Did the patient die? |
from datasets import load_dataset dataset = load_dataset("mstz/heart_failure", "death")["train"]
Feature | Type |
---|---|
age | int8 |
has_anaemia | int8 |
creatinine_phosphokinase_concentration_in_blood | float64 |
has_diabetes | int8 |
heart_ejection_fraction | float64 |
has_high_blood_pressure | int8 |
platelets_concentration_in_blood | float64 |
serum_creatinine_concentration_in_blood | float64 |
serum_sodium_concentration_in_blood | float64 |
sex | int8 |
is_smoker | int8 |
days_in_study | int64 |