A Statistical Decision Making Method: A Case Study on Prepositional Phrase Attachment
Mehmet Kayaalp, Ted Pedersen, Rebecca F. Bruce · 1997
Statistical classification methods usually rely on a single best model to make accurate predictions. Such a model aims to maximize accuracy by balancing precision and recall. The Model Switching method as presented in this paper performs with higher predictive accuracy and 100% recall by using a set of decomposable models instead of a single one.