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The indexes are designed to be sequencing error resistant and allow for consistent and proper differentiation between samples.
Longer than triplet decoding would have higher degree of codon redundancy and would be more error resistant than the triplet decoding.
Pathview is open source, fully automated and error-resistant.
The concatenation of multiple universally distributed single copy genes performs better in phylogeny classification than the single SSU rRNA gene (Szollosi et al., 2012) as the combination of these phylogenetic signals will be more resistant to stochastic errors than those built from a single gene.
This margin is employed as a measure of classifier robustness to noise: classifiers with larger margins are supposed to be more resistant to measurement error or peculiarities of the training set.
And in case it wasn't clear enough already, Forgas hammers it in once more: "Positive mood is not universally desirable: people in negative mood are less prone to judgmental errors, are more resistant to eyewitness distortions and are better at producing high-quality, effective persuasive messages".
In other words, the final partition should be resistant to the errors that actually occur during the sequencing.
The process is found to be resistant to short-term error drift when operating in a controlled environment but systematic and random errors are demonstrated to be highly dependent on geometry.
Their errors are your errors.
It must be break-resistant.
An interesting feature of such scale-free networks is that they are highly resistant to errors or perturbation [ 28] making them highly relevant to the study of disease.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com