The current model 2 follows similar steps as current model 1, except that the classification features (as explained before) were added in the input of the ML algorithm in addition to the four selected features. Model performance was assessed on the testing dataset with 12 profiles and using the mean absolute percentage error (MAPE), providing a reliable measure of prediction accuracy.