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The weighted average approach gives more weight to features which can be considered more informative e.g. while information about cellular localization of a protein is important, a mouse model with a highly similar phenotype to query disease is a much stronger predictor of a good candidate disease gene.
A weighted average approach was used to combine results from the studies.
More robust algorithm for pixel level fusion is the weighted average approach.
We can see here how the weighted average approach can seem fairer to both common shareholders (founders and employees, mostly) and other investors.
For the weighted average approach, CvRMSE found is between 19.09% and 19.40%, while NMBE is between 16.24% and 16.39%.
This paper also presents an enhanced fuzzy weighted average approach to achieve the objective of reducing the complexity.
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Our model, which was trained using 32 features, is able to prioritize candidate disease genes with greater accuracy than the average or a weighted average approaches using the same scores.
A transport energy weighted averaging approach is proposed to determine the local gas velocity at a particle.
Of course, this weighted-average approach would be computationally less expensive.
The dynamic exposures of ENMs were considered using a time weighted average (TWA) approach.
For each of the burst models, separate model errors for short and long defects are also evaluated, whereby the short and long defects are separated by the transition normalized defect length that is identified using the weighted average COV approach.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com