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数据集:
mstz/heart_failure
中文Heart failure
The Heart failure dataset from Kaggle. Predict patient death from earth failure given some personal medical data .
Configurations and tasks
| Configuration | Task | Description |
|---|---|---|
| death | Binary classification | Did the patient die? |
Usage
from datasets import load_dataset
dataset = load_dataset("mstz/heart_failure", "death")["train"]
Features
| 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 |