Datasetpublic

mstz/heart_failure

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… See the full description on the dataset page: https://huggingface.co/datasets/mstz/heart_failure.

sourceHugging Faceccupdated 1y agoView on Hugging Face

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Dataset Card

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

python

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`