Pruning extensions to stacking
Niall Rooney, David W. Patterson, Chris Nugent · Intelligent Data Analysis · 2006
In this paper we investigate an algorithmic extension to the technique of Stacking for regression that prunes the ensemble set before application based on a consideration of the training accuracy and diversity of the ensemble members. We evaluate two