Laan, Mark van der; Polley, Eric; Hubbard, Alan - In: Statistical Applications in Genetics and Molecular Biology 6 (2009) 1, pp. 25-25
in prediction which uses V-fold cross-validation to select weights to combine an initial set of candidate learners. In … et al. (2007)) theoretically validated the use of cross validation to select an optimal learner among many candidate … learners. Motivated by this use of cross validation, we propose a new prediction method for creating a weighted combination of …