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Thus, samples with small importance values are plausible outliers.
A phenomenon named degeneracy will appear after the algorithm runs over a few iterations, leading to a large amount of computational effort being wasted on the samples with small importance weights [ 38].
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Note that the search algorithm used in this step has a relatively small importance with respect to the running time in case of the classic color checker, as the size of the candidate list and the number of neighborhood relations is generally low.
The basic idea of such method is to eliminate particles with small normalized importance weight while concentrating upon those particles having larger normalized importance weight.
The main idea of re-sampling is to eliminate particle trajectories with small normalized importance weight while concentrating upon those particles which have larger normalized importance weight, and implementation procedures are shown as follows [27]: Set N eff = 1 ∑ i = 1 I w n i 2 and choose the value of ϵ with the limitation 0 < ϵ < 1.
The prestige of being associated with the saintly founder was of no small importance.
This boast was of no small importance.
This is of no small importance.
At each step, the model run was repeated three times, and the SNP with the smallest importance value was eliminated from the model.
After analyzing participants' feedback, the evaluation emphasized the importance of semantic presentation forms and design as the key issue for a good learning platform with the relatively smaller importance of material quality and amount at this initial stage.
Also, this method allowed us to see the relative importance of the different variables; while rs1867785 and rs11689011 showed very strong main effects in sprint/power athletes, their interaction with rs4035887 was of smaller importance.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com