Incorporating Prior Knowledge into Boosting
Robert E. Schapire, Marie Rochery, Mazin G. Rahim, N. K. Gupta · 2002
We describe a modification to the AdaBoost algorithm that permits the incorporation of prior human knowledge as a means of compensating for a shortage of training data. We give a convergence result for the algorithm.