Requirements for augmentation
A useful augmentation of the data must be based on clearly defined and described variables, so that there is no doubt about what they mean.
Technical possibilities regarding augmentation
With an augmentation, you can use the augmented data to create a machine learning model after the augmentation has been made. The model can then be used to predict one or more of the augmented data points.