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We tested these predictions by creating mock offspring.

To address this problem, the team is developing what it calls "prototype neural networks". These are different from traditional neural networks in that they naturally encode explanations for each of their predictions by creating prototypes, which are particularly representative parts of an input image.

Here we show that these genes with cis-regulatory elements account for the majority of the genetic variation between these two experimental White Leghorn (egg laying) lines and verify our genomic predictions by creating lines differentiated for the identified cis-regulatory elements that demonstrate associated changes in MD resistance.

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In another line of research, Barth et al.[ 53] addressed the problem of helix‐helix interaction prediction by creating sequence profiles from a library of helix pairs whose spatial configurations were known.

Feedback from the validation will help to improve both recall and precision for the named-entity recognition by adding more terms to the blacklists (potential wrong predictions) and by creating 'whitelists' (potential missing annotations).

For a commercial application it is possible to improve prediction metrics by creating a separate model for each power line, increasing the feature space during feature selection process and adding additional information to the feature space, such as the historical energy consumption properties and the weather forecast.

The first prediction was examined by creating a series of CPX variants predicted computationally to feature decreasing helical stability.

b This prediction was tested by creating mutant enzymes 5 and 8 and assaying these enzymes for Trx-reductase activity.

As shown in Additional file 1, Table S1, we had 35 groups of genes whose products each catalyze the same reaction and whose predictions can be corrected by creating the necessary conditions that makes the reaction essential for FN predictions or non-essential for FP predictions.

Its target prediction revealed the putative target genes by creating a small miRNA regulatory networks.

In contrast, SURGE Next and Fuzzy Chronicles explored approaches to incentivize prediction by (a) creating challenges that required players to make fewer but higher impact decisions and (b) requiring players to spatially place all of these commands in advance.

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