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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 |
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