Diversity and Efficiency: An Unexpected Result

Empirical evidence shows that ensembles with adequate levels of pairwise diversity among a set of accurate member algorithms significantly outperform any of the individual algorithms. As a result, several diversity measures have been developed for use in optimizing ensembles. We show that divers...

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Bibliographic Details
Main Author: Johnson, Joseph Smith
Format: Others
Published: BYU ScholarsArchive 2017
Subjects:
Online Access:https://scholarsarchive.byu.edu/etd/6359
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=7359&context=etd