Notably, the dataset for producing the info-driven equipment Finding out design comprises 2,820 observations. To guarantee a robust coach and Examine, ninety% of dataset were allocated for the schooling and validation. This allocation was executed utilizing k-fold cross-validation, precisely with 5 folds, to reinforce the model’s dependabilit