Posted by David Redpath on January 17, 19104 at 02:19:13:
From my reading so far i established that Cross Validation and leave One Out method are unsuitable for estimating the performance of a boosted ensemble. Moving from CV to LOO drops the error bias but increases the variance. Is anyone aware of more suitable methods for model estimation of a boosted ensemble ???