Reader Comments

Post a new comment on this article

Stability metrics

Posted by biostats on 27 Nov 2009 at 20:32 GMT

AUC may appear stable when comparing how models built on different training sets vary on test sets.

I find that consistency in the selected features (SNP's/genes/regions) is a much better metric of robustness.

No competing interests declared.