Notably, the dataset for building the information-driven device Finding out model comprises 2,820 observations. To make sure a robust prepare and Examine, 90% of dataset were being allotted for the teaching and validation. This allocation was carried out using k-fold cross-validation, specifically with 5 folds, to reinforce the model’s trustw