Rule based feature extraction has a lot of steps that have a potential for errors depending on input or lack thereof. You didn't mention at what point the error occurs or what you were doing. Perhaps the following article can help clarify the workflow and parameter settings you may need to adjust:
http://www.exelisvis.com/...uleBasedTutorial.pdf