数据集:

mstz/heart_failure

英文

心力衰竭

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。

配置和任务

Configuration Task Description
death Binary classification Did the patient die?

用法

from datasets import load_dataset

dataset = load_dataset("mstz/heart_failure", "death")["train"]

特性

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