Diabetes Prediction App

A Flask web application that predicts diabetes risk using machine learning (SVM model).

Features

• Web interface for inputting patient data
• SVM model trained on Pima Indians Diabetes Dataset
• Real-time predictions

Setup

1. Install dependencies: pip install -r requirements.txt
2. Run the app: python app.py
3. Open browser to http://127.0.0.1:5000/

Input Features

• Pregnancies
• Glucose
• Blood Pressure
• Skin Thickness
• Insulin
• BMI
• Diabetes Pedigree Function
• Age

Model Accuracy

~98.7% on test dat