Notably, the dataset for producing the information-pushed machine Mastering model comprises 2,820 observations. To be sure a robust prepare and Check out, 90% of dataset had been allocated with the instruction and validation. This allocation was applied using k-fold cross-validation, particularly with 5 folds, to improve the product’s reliability Successfully Submitted (Awaiting Approval)