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We submitted networks with edge ranking based on edge frequency in an ensemble of the 50 best (out of 100) BIC networks.
Method effectiveness was evaluated through the calculations of the Area Under the Receiver Operating Characteristic Curve (AUC ROC)) and the Area Under the Precision versus Recall Curve (AUC(PvsR)) [20], [24], in the same way as was done by the DREAM organizers to evaluate the submitted networks.
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After submission, the true networks were released and it is thus possible to evaluate each submitted network according to the true one.
Because of the confidence rating of edges, each submitted network is not just a single network but a ranked list of networks, containing from one to many edges, depending on the required confidence for an edge to exist and the total list size.
It was emphasized that the submitted network, specific for the HepG2 cell line, had to include only nodes representing measured or manipulated elements (i.e. stimuli, inhibited proteins and measured proteins) and edges underlying predictions, and that predictions had to be based on the reconstructed network.
Two observations can be made: for the submitted network Hill's method is faster and gives exact results; using the Monte Carlo method, with 1000000 walkers, gives similar results.
A spokesperson for East Midlands Trains said: "The planning application for EMP was submitted by Network Rail and was before East Midlands Trains won the franchise in November 2007.
Two major components of the system enable the rapid assessment of geographically distributed scientific data: a database built from information submitted by network members, and a module featuring novel and sophisticated geographic data visualization techniques.
Suggestions for improving the yeast consensus reconstruction or derived models should be submitted to network[email protected]@manchester.ac.uk
In order to support the secondary structure prediction, the rMEHB amino acid sequence was submitted to network protein sequence analysis program [ 26].
The extent of ontological enrichment provides a cut-off for selection of the Consistency Tier levels to be submitted to network association step.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com