In particular , boosting ( Schapire , 1999 ; Abney et al. , 1999 ) offers the possibility of achieving high accuracy from a collection of classifiers which individually perform quite poorly .
boosting applied to tagging and pp attachment
Steven Abney Robert E Schapire Yoram Singer
It would be worthwhile to investigate applying some of the more sophisticated ensemble learning techniques which have been proposed in the literature ( Dietterich , 1997 ) . In particular , boosting ( Schapire , 1999 ; Abney et al. , 1999 ) offers the possibility of achieving high accuracy from a collection of classifiers which individually perform quite poorly .
In particular , boosting ( Schapire , 1999 ; @@CITATION ) offers the possibility of achieving high accuracy from a collection of classifiers which individually perform quite poorly .