Random Forest (RF) is simpler and more efficient than other ML algorithms. Some modified versions of RF have been developed to improve classification accuracy in the literature. Most improved RF ...

This study addresses the early prediction and diagnosis of heart disease using the random forest algorithm to handle many features and perform classification. The study utilized CDC annual survey data ...