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As shown in Figure 2, we may find that the increasing of the size and diversity of reference set evidently contributed to the improvement of results.
Since the targets here are represented by their reference ligands, the predictive ability relies on the representativeness and diversity of reference library.
Figure16 indeed shows an increase in the lichen diversity of reference species for the two towns, indicating an overall improvement in the air quality conditions.
He revels in its semiotic complexity: "Sometimes things provoke, and sometimes they are 'ugly.' But that ugliness is beauty, as it's always premised on a diversity of reference points".
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I doubt whether this diversity of cultural reference is strictly apposite to Mr. Koubi's Algerian quest.
As the approach relies on a priori knowledge about the toxicity profile of a query's neighbors, its prediction accuracy can be improved by enriching the size and the structural diversity of the reference set, and the "on-the-fly" feature of LLL models also allows for a timely update and expansion.
We examined this issue in our study by inspecting the association between the diversity of the reference population measured as the average RD and the imputation accuracy.
However, the ever increasing size and ethnic diversity of both reference panels and cohorts makes genotype imputation computationally challenging for moderately sized computer clusters.
The high nucleotide diversity of the reference genes also safely precludes the possibility that our samples are biased to a close kin group.
Because phylogenetic methods use a reference database of full-length sequences from the gene family to guide construction of alignments and trees, we found that error can also be substantially reduced through increasing the size and diversity of the reference database.
Third, in contrast to mobile insertion events taking place in the Hox cluster of squamates, those reported here are not fixed and still belong to the allelic diversity of the reference population, which suggest that the Hox regulation mechanism has to cope with the variety of genomic landscapes in diverse individuals.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com