Heart {SOPC}

Heart failure

Description

Heart failure

Usage

data("Heart")

Format

A data frame with 299 observations on the following 13 variables.

age

a numeric vector

anaemia

a numeric vector

creatinine_phosphokinase

a numeric vector

diabetes

a numeric vector

ejection_fraction

a numeric vector

high_blood_pressure

a numeric vector

platelets

a numeric vector

serum_creatinine

a numeric vector

serum_sodium

a numeric vector

sex

a numeric vector

smoking

a numeric vector

time

a numeric vector

DEATH_EVENT

a numeric vector

Details

This dataset contains the medical records of 299 patients who had heart failure, collected during their follow-up period, where each patient profile has 13 clinical features.

Source

The Heart failure data set comes from the UCI database.

References

Davide Chicco, Giuseppe Jurman. (2020). Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone. BMC Medical Informatics and Decision Making.

Examples

data(Heart)
## maybe str(Heart) ; plot(Heart) ...