dprep (version 2.1)

heartc: The Heart Cleveland dataset

Description

This dataset contains information concerning heart disease diagnosis. The data was collected from the Cleveland Clinic Foundation, and it is available at the UCI machine learning Repository. Six instances containing missing values have been deleted from the original dataset.

Usage

data(heartc)

source

The UCI Machine Learning Database Repository at:

• ftp://ftp.ics.uci.edu/pub/machine-learning-databases
• http://www.ics.uci.edu/~mlearn/MLRepository.html

Details

Six instances containing missing values have been deleted from the original dataset. This dataset includes continuous, binomial, nominal, and ordinal features.

Examples

#----Detecting outliers using the Relief---
data(heartc)
relief(heartc,100,0.4,vnom=c(2,3,6,7,9,11:13))