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To increase the diversity between experts in ME, this paper incorporates a correlation penalty function into the error function of ME.
This control parameter can be regarded as a regularization term added to the error function of ME to establish better balance in bias variance covariance trade-offs and thus improves the generalization ability.
In the second approach, MNCE, the capability of a control parameter for NCL is incorporated in the error function of ME, which enables the training algorithm of ME to efficiently adjust the measure of negative correlation between the experts.
The objective function of ME is formally equivalent to the one of fuzzy c-means [8], and both of them show the problem of low outlier rejection: The memberships of outliers can be very large, not different from those of inliers.
The PS2 is still my primary game console, but that may be a function of me having nearly no time to play anymore.
(I'm 23, and have all but quit Facebook (I stopped tweeting a few months ago), but that's more of a function of me being an anti-social cad than anything else).
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(B and C) Loss of function of mes-4 (B) and isw-1 (C) suppresses ectopic expression of GFP PGL-1 in lsy-2(ot64) mutants.
And in such a highly demanding profession, where you're constantly exhausted and yet having to perform at all times, the functioning "normal" part of me gets smaller and smaller as term progresses.
I've never been all function over fashion, but this fashion knocked the function out of me.
My business could never function independent of me".
On the whole, I might have difficulties about this (getting old), and it is not just about this function inside of me [vaginal changes due to prolapse].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com