Fig. 15: Steps for training a random forest model to identify different forms of CUI.

Briefly, the procedures include (1) ECN data segmentation and pre-treatment, (2) converting digital data into recurrence plot, (3) feature vector extraction, (4) labelling feature vectors based on data source, (5) model training and (6) model validation.