One thing that's clear from looking at verification reports is that ensemble (or consensus) models generally do the best of all because they average some of the best models.
This underscores the most important point of this post: DO NOT FOCUS ON ANY INDIVIDUAL MODEL!!!
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Eric Berger, SciGuy's blog on models - cypresstx, 8/26/2015, 3:04 pm