Time-series predictive models generated by ThingWorx Analytics Server in Analytics Manager will have additional columns in their dataShape generated by ThingPredictor. These columns are known as “transformation fields” and are used for internal processing but are not necessary for inclusion in the DataShape. So there is no need to worry about mapping all these additional fields since it will be handled internally by ThingPredictor. There is one addition step that the user must take which is detailed below.
Step to Import:
Edit the DataShape generated by ThingPredictor to match the format of the data that was provided during the model training process. In other words, remove all the transformation fields from the DataShape.