The optimal LightGBM model was deployed as a publicly accessible web-based prediction app with integrated SHAP interpretability. Conclusions: This study developed and validated a dynamic, stratified ...

Abstract: Using the advantages of modern web technologies, this project utilizes powerful data modelling characteristics of Prisma and dynamic front-end capacities of Next.js to design a Learning ...