diabetes_prediction

predict risk of diabetes

Overview

• predict risk of diabetes
• tested support vector machine, ridge classifier and neural network models
• engineered features to improve model performance

Libraries used

Python Version: 3.8
Libraries: pandas, scikit-learn, keras, seaborn

EDA

Model Performance

SVC: MSE=.09
Ridge Classifier: MSE=.09
Neural Network: MSE=.07