Segment 4 provides the final results of design analysis, sensitivity analyses, and interpretability assessments. Eventually, Segment 5 concludes the analyze by summarizing The crucial element contributions and highlighting its simple relevance for drilling functions. To ensure device Discovering algorithms are both equally efficient and generalizable, K-fold cross-validation was applied. Successfully Submitted (Awaiting Approval)