1. A method of reducing a model database for use with a handwriting recognizer comprising the steps of: (a) processing a plurality of models to form a model set that has a higher accuracy for character recognition, the model set having a first size; and (b) replacing at least one model from the model set with another model to form a revised model set, the revised model set having a second size smaller than the first size.