Principal Component Analysis for Prediabetes Prediction using Extreme Gradient Boosting (XGBoost)

KDK Wardhani, W Novayani - Scientific Journal of Informatics, 2024 - journal.unnes.ac.id
Purpose: The purpose of this study is to increase the accuracy of the model used for
prediabetes prediction. This study integrates Principal Component Analysis (PCA) to reduce …

Diabetes and Pre-Diabetes Prediction by AI Using Tuned XGB Classifier

A Kathirvel, AK Naren - … Robotics and AI-Assisted Diagnostics for a …, 2024 - igi-global.com
The great majority of diabetes patients in India provide a unique set of challenges, and the
prospective availability of data may significantly present a unique opportunity for efficiently …