Notably, the dataset for establishing the info-driven device Mastering model comprises 2,820 observations. To be certain a robust prepare and Verify, 90% of dataset have been allotted for your schooling and validation. This allocation was executed applying k-fold cross-validation, specially with 5 folds, to enhance the model’s reliability and