Sentence examples for by a consensus network from inspiring English sources

A blockchain is, at its core, just a data model supported by a consensus network.

The best performers obtained in this manner were the same as the ones obtained by comparing predictions with a consensus network built by aggregating the submissions from all participants.

One open question in the estimation of GRN is whether the best performance is achieved by single models or by COMMUNITY methods which derive a consensus network combining results from different models (Shojaie et al., 2014; Yip et al., 2010).

All the predicted networks can be used to construct a consensus network by keeping the edges chosen by at least a predetermined number of teams.

COMMUNITY is a more generalized ensemble model, which derives a consensus network by combining the results of all 35 teams participating in the challenge (Marbach et al., 2012).

GT-specific subnetworks were merged in a consensus network by retaining the edges from all the composing subnetworks that either reflect GT-GT interactions, interactions between a GT and one or more transmembrane proteins (membrane associations) or interactions between GTs and proteins with predicted glycosylation signals (predicted protein substrate relation).

To address this issue, the algorithm was run nRun = 10 times and a consensus network was built by combining the predictions from each run.

A consensus network was then constructed by retaining edges that were supported across a significant number of the bootstrap networks.

Therefore, a consensus network was derived using the 33 top networks that shared the best identical posterior probability.

From the resulting set of 1000 networks generated by this process, edges that appeared in greater than 30% of the networks were used to define a consensus network.

From the resulting set of 1000 networks generated by this process, edges that appeared in more than 30% of the networks were used to define a consensus network.