diabetes {dprep}R Documentation

The Pima Indian Diabetes dataset

Description

This is the Pima Indian diabetes dataset from the UCI Machine Learning Repository.

Usage

data(diabetes)

Format

A data frame with 768 observations on the following 9 variables.

V1
Number of times pregnant
V2
Plasma glucose concentration (glucose tolerance test)
V3
Diastolic blood pressure (mm Hg)
V4
Triceps skin fold thickness (mm)
V5
2-Hour serum insulin (mu U/ml)
V6
Body mass index (weight in kg/(height in m)^2)
V7
Diabetes pedigree function
V8
Age (years)
V9
Class variable (1:tested positive for diabetes, 0: tested negative fro diabetes)

Source

The UCI Machine Learning Database Repository at:

Examples

#---Feature selection using SFS with the LDA classifier--
data(diabetes)
sfs(diabetes,"lda",repet=4)

[Package dprep version 2.0 Index]