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They came to Britain with a kind of notion that pigmentation represented class.
Therefore, it is necessary to shift the optimal hyperplane towards the better represented class.
In fact, in shoots the most represented class of metabolites of primary metabolism were AA which accumulated to a higher level in the tolerant genotypes.
Learning from unevenly represented class samples is another strength of ANNs, compared to parametric classifiers, and it is an advantage in remote sensing since even sampling across cover types is often impossible.
Within the biological classes of L/R pairs identified by our analysis, the most represented class was that associated with growth.
The majority of the reads (82.62%) were in the range of 20 to 24 nt in length, with 24 nts (51.15%) being the most represented class of non-redundant species followed by 23 (10.40%), 22 (9.81%) and 21 nt (9.08%).
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In such cases the classifier tends to misclassify the instances of the less represented classes.
These proteins are one of the most represented classes of oncogenes, or dominant cancer genes.
Gene ontology analysis for the 3304 female biased transcripts compared to all expressed transcripts revealed many over represented classes (including regulation of metabolism, transcription, and zinc binding proteins) a few under represented classes (including the extracellular space).
Among the 35 antibiotics, the most represented classes were cephalosporins (9 active substances), and macrolides (8).
The most represented classes comprised the unigenes whose expression increased (class III) or decreased (class IV) during fruit ripening.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com