Notably, the dataset for establishing the data-driven equipment Studying model comprises two,820 observations. To guarantee a robust teach and check, ninety% of dataset have been allocated for your coaching and validation. This allocation was carried out utilizing k-fold cross-validation, specially with 5 folds, to boost the product’s trustworthiness and Successfully Submitted (Awaiting Approval)