ANN_Diabetes

This dataset aims to predict whether a patient will have diabetes in the subsequent 5 years, based on several variables. These said variables are as follow:

Variable Description
Outcome Diabetes = yes (1) or no (0)
Pregnancies Number of times pregnant
Glucose Plasma glucose concentration in 2 hours in an oral glucose tolerance test
BloodPressure Diastolic blood pressure (mmHg)
SkinThickness Triceps skin fold thickness (mm)
BMI Body mass index
DiabetesPedigreeFunction A function that scores the likelihood of diabetes based on family history
Age Age in years

There is a total of 768 samples for this dataset, which are taken from female Pima Indians.

After trial and error, the final model was 91% accurate.