Notably, the dataset for producing the info-driven equipment Finding out model comprises two,820 observations. To ensure a sturdy train and check, ninety% of dataset were allotted for your coaching and validation. This allocation was applied applying k-fold cross-validation, particularly with five folds, to boost the model’s reliability and m