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These results lend credibility to the SVM predictions since the predictions share a significant number of functional categories with the training set.
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The known targets and new predictions share many statistically enriched functional terms, including "developmental protein", "homeobox", and "Wnt signalling pathway".
Not surprisingly, these prediction rules share an important proportion of their predictive variables, as illustrated in Figure 2. Use of these three rules is more difficult than that of the ATS minor criteria, because of the weighting of the different predictive factors and the use of age-adjusted cut-offs.
Predictions shared by all three gene prediction pipelines were considered candidate genes and annotated by running BLAST against the NCBI non-redundant protein databases (nr) and Buchnera aphidicola str.
The same philosophy applies to process interaction predictions: Shared ontology terms suggest such interactions in GOSynthetic but we incorporated IntAct (9) as well as organism-specific databases such as TAIR, Wormbase, Flybase, EcoCyc, MGD, SGD, ZFIN and so on.
Once we arrive at a line graph we can reconstruct its root graph, thereby getting an estimate of the number of underlying haplotypes, as well as predictions of which individuals share a haplotype (those pairs that remain connected by an edge).
Who do they think is going to see that movie?" It's very Sedaris-esque to share a boneheaded prediction like that, but he was far from alone.
At the scale of the trend, the predictions and observations shared a common surface.
In order to determine whether any of these genes lacking a promoter prediction share similar, as yet to be identified promoter motifs, we extracted sequences 40 nt upstream of high coverage TSS (≥300 reads) and used them as input for MEME [ 79]; Methods).
Tesla CEO Elon Musk sat down with a Danish TV show last week and had some interesting predictions to share.
I wanted to write about her predictions and share the stories and link the clues from my readings together.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com