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They will have a specific set of questions you will need to fill out as well, then your sponsor will present these questions along with their own input to the community for a consensus vote.
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If all 3 methods agree for localization, it is assigned as a "consensus vote".
The group then discussed a systematic review of all scales measuring the clinical signs of eczema and their measurement properties, followed by a consensus vote on which scale to recommend for inclusion in the core outcome set.
Results are reported for each of the 13 individual sample classifiers and for a consensus majority vote of all members of the ensemble.
The recall for consensus vote is low, because PSORTb and PA programs are known to have limitations for some proteins.
Sharding refers to closed groups that allow for consensus votes to be reached by a subset of nodes on a decentralized network.
By splitting the network into small sections for consensus voting purposes the idea is you avoid the inefficiencies of having to poll all the nodes on the network — yet can still retain robustness, at least so long as subgroups are carefully structured and secured.
This shows that the consensus vote approach has a high accuracy of subcellular localization prediction for L. interrogans.
We also developed a specific classifier based on Linear Discriminant Analysis (LDA) for identification of leptospiral cytoplasmic proteins (CP) and cytoplasmic membrane proteins (CM), using a training set obtained from the consensus vote.
On the other hand, the recall, or sensitivity of consensus vote prediction is low, especially for EX and OM.
In its second release, ARGOS has been enriched by the addition of JUDGES, the name for another GDSS which compares the rankings given by the team's members and the candidates' distributions of ranks, provides advices for seeking a consensus, and supports voting simulations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com