Notably, the dataset for building the information-pushed equipment Discovering design comprises 2,820 observations. To make certain a sturdy educate and Test, 90% of dataset ended up allocated to the schooling and validation. This allocation was carried out utilizing k-fold cross-validation, specifically with 5 folds, to enhance the model’s reliability Successfully Submitted (Awaiting Approval)