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For instance, if the thresehold is set to 5 [13], and only 4 compounds from the training set present a given substructure (S_1), the algorithm will not calculate the P value for (S_1).
We can envision a data set where all active compounds present a given substructure (S_{1}) not implicated in the studied biological response, and substructure (S_{2}) enriching for activity, wheras all inactive compounds in that data set do not present neither (S_{1}) nor (S_{2}).
Because large synthetic networks are very likely to be modular (Chin, 2006; McDaniel and Weiss, 2005), one could envision an approach in which each module is designed to robustly present a given behavior such that one has some guarantee that when included in a more complex system the module still functions as expected.
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When we train a classifier, this presents a given true-positive rate and a given false-positive rate which should be consistent with the application targeted.
Finally, another important consideration when deriving structural alerts from continuous bioactivity data is the effect size required to privilege or dismiss compounds presenting a given substructure.
Table 1 presents the pathway class composition and shows percentages of participants presenting a given variable category for each class.
In the latter case, search results can be restricted to only those sequences presenting a given subset of results.
The proportion of resulting trees presenting a given clade, in other words, the posterior probability of this clade, represents clade support in a Bayesian phylogenetic analysis [42].
where t is the number of subcriteria presented for a given combination of the experimental run.
In our study, "Number of Options" refers to the number of given answer choices presented for a given session.
It should be noted that not all peptides can be presented by a given MHC allele.
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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