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Nonnegative matrix underapproximation (NMU) is a closely related technique that has the advantage to identify features sequentially.
LML models exploit the large volume of data to its advantage, to identify popular patterns and use them towards improving the accuracy of the machine learning model.
The result shows that visualization support gave a great advantage to identify the possible risks and problems, which resulted in higher confidence and substantial timesaving in planning and execution of the industrialization project.
Genes with a percentage of false-positives (PFP) <0.05 were considered differentially expressed between treatments and control in each experiment.This method has the advantage to identify genes with a response to the toxicants even when the absolute effect of the response was low.
Recent studies have used this advantage to identify common deletion polymorphisms efficiently [ 17- 19].
It has the advantage to identify asymptomatic carriers who are nevertheless disseminators.
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Cancer is highly responsive to treatment when diagnosed early; therefore, there is a significant advantage to identifying additional informative, actionable markers that may account for some of the differences between the estimated heritability and the portion of risk that can be explained by known genetic polymorphisms.
The simultaneous sequencing of the germline DNA along with the tumor DNA therefore offers technical advantages to identify somatic mutations at low allelic fraction and increases the opportunity to identify actionable inherited variants.
They used a revealed comparative advantage (RCA) index to identify the share of traded manufacture parts and components with comparative advantage in the intra-bloc trade.
We took advantage of this to identify the crucial residues responsible for binding to the RNA/DNA hybrid.
The K-kernel has also the advantage of helping to identify the relevant scale to apply GWAS.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com