about.Rmd

---
title: "Untitled"
author: "Chenchal Subraveti"
date: "December 24, 2015"
output: html_document
---

### Diabetes explorer Pima Indians

This application is based on UCI machine learning database.

Dataset has been obtained from PIMA Indians Diabetes data:
UCI Machine Learning Database:  https://archive.ics.uci.edu/ml/machine-learning-databases/pima-indians-diabetes/pima-indians-diabetes.data


  Predictor   |   Predictor Description
------------- | -------------------------------------------------------------------------
pregnant      |   Number of times pregnant
glucose       |   Plasma glucose concentration a 2 hours in an oral glucose tolerance test
diastolic     |   Diastolic blood pressure (mm Hg)
triceps       |   Triceps skin fold thickness (mm)
insulin       |   2-Hour serum insulin (mu U/ml)
bmi           |   Body mass index (weight in kg/(height in m)^2)
diabetes      |   Diabetes pedigree function
age           |   Age (years)
test          |   Class variable (0 or 1))


Source code is available on the [GitHub](https://github.com/chenchals/DiabetesDataExplorer)

Uses logistic regression model