Diagonal linear discriminant analysis

Dudoit et al. also studied some more complex methods such a classification trees and aggregated classification trees. These methods did not appear to perform any better than diagonal linear discriminant analysis or nearest neighbor classification. Ben-Dor et al. (7J also compared several methods on several public datasets and found that nearest neighbor classification generally performed as well or better than more complex methods. 

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