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CHD Prediction Model Using LightGBM by shinyyy2303 is a document available to read on EtoBox.

What is CHD Prediction Model Using LightGBM about?

The document outlines a study on predicting coronary heart disease (CHD) using an optimized LightGBM classifier, named HY_OptGBM, which incorporates advanced hyperparameter optimization through the OPTUNA framework and an improved focal loss function. The proposed model achieved an AUC of 97.9%, demonstrating superior predictive accuracy compared to traditional methods, and aims to enhance early detection of CHD, potentially reducing healthcare costs. The document also includes a comprehensive literature su

Author

shinyyy2303

Language

EN