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Most of the methods usually involve two separate tasks: (a) selecting the bands that can indicate the particular material well, feature bands selection; and (b) removing the feature bands contributing redundant information, redundancy reduction [41].
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As the AWM greatly benefits from a set of supportive phenotypes with little redundancy (highly correlated data would only contribute redundant information to the AWM) [ 29], we preferentially selected metabolites from the heterogeneous group of acylcarnitines for the final set of supportive phenotypes in the AWM.
Other CAM proteins may therefore contribute redundant intercellular functions.
This indicates that these pathways contribute redundant (correlated) information for sample classification.
Also, like New Yorkers, residents of the Internet do not suffer fools, or mince words in belittling them, as anyone who has contributed a redundant post to Metafilter, or an earnest comment to Gawker, can attest.
The phenotype's penetrance is significantly enhanced to 26 ± 7.21% in the mir-83 (n4638 ); mir-34 (gk437 ) double mutant (P ≤ 0.05, unpaired t-test), suggesting that the two miRNAs contribute partially redundant functions in the context of DTC migration.
When challenged with P. cinnamomi the sgt1b- 1 mutant showed no significant (P > 0.05) difference to its parental background Col-0, suggesting that SGT1B contributes a redundant role to resistance to P. cinnamomi.
The objective here is to determine which models have a higher proportion of descriptors that contribute non-redundant information for the prediction (modeling) of the property.
Of the total 133,161 ESTs, 78,288 contributed non-redundant information to the assembly.
Embryo-only, CNS-only, and "mixed" were determined based on the full set of 133K ESTs, not just the non-redundant contributing ESTs.
9 Taken together, these observations suggest that PRCP is a redundant catalyst contributing to alternate pathways for Ang II metabolism.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com