Abstract: This research aimed to perform a comparative analysis of Random Forest and Gradient Boosting models with SMOTE. The study evaluated these two models to assess their performance. Applied ...

Abstract: A person’s life expectancy is typically influenced by the foods they eat because certain foods can induce fatal illnesses like colorectal cancer (CRC). One million people died worldwide from ...