Notably, the dataset for producing the data-driven equipment Understanding model comprises two,820 observations. To guarantee a sturdy practice and Look at, ninety% of dataset were allocated for your teaching and validation. This allocation was applied working with k-fold cross-validation, particularly with 5 folds, to reinforce the model’s d