5. Apply a saved model
Background. A fitted habitat model can be saved and reused, so later or external subjects get the same habitat ids as the training cohort. Purpose. Save the model once, reload it, and label new subjects with the training centroids without refitting.
Train the habitat definition, write a .habitatmodel file, and label
later subjects without fitting again.
Applying a saved habitat model