1. A method for recognizing handwritten input data, the method comprising combining, by a computer in response to recognizing the handwritten input data, a first set of scores provided by an offline recognizer with a second set of scores provided by an online recognizer in response to recognizing the handwritten input data, the combining based on a repeated base learning algorithm.