metadata

language:
  - en
tags:
  - heart failure
  - tabular_classification
  - binary_classification
  - UCI
pretty_name: Heart failure
size_categories:
  - n<1K
task_categories:
  - tabular-classification
configs:
  - death
license: cc

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`