easonlai / diabetes_prediction_lr_xgb

This is a sample code repository to leverage classic "Pima Indians Diabetes" from UCI to perform diabetes classification by Logistic Regression & Gradient Boosting algorithms.

Diabetes Prediction by Logistic Regression & Gradient Boosting

This is a sample code repository to leverage classic "Pima Indians Diabetes" from UCI to perform diabetes classification by Logistic Regression & Gradient Boosting algorithms. I used the Scikit-Learn library to apply Logistic Regression and the XGBoost library to apply Gradient Boosting.

Equation of Logistic Regression

Equation of Gradient Boosting

Enjoy!