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It is shown that the fault conditions of diesel engine can be efficiently classified by the proposed method using the coefficient matrix obtained by DNMF.
In this work, we consider the case of an edge router (router at the network edge) with a high level of intelligence so that all traffic flows can be efficiently classified and treated according to network policies.
Thus, our procedure efficiently classified de novo consensus sequences into the appropriate high-level categories.
These results, together with the previous survival analyses, support the occurrence of false positive and negative ER status classification by IHC, which may be more efficiently classified with respect to prognosis using the 23-gene ER expression signature.
Our data indicated that this gene expression-based analysis efficiently classified the oncogenic kinase inhibitors as well as other classes of agents in a target pathway-dependent manner.
With regard to diagnostic purposes, it was shown that poorly differentiated tumours as well can be efficiently classified by their miRNA expression profiles (Lu et al, 2005).
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These classifiers efficiently classify different misbehaviour attacks.
While it can be hard to assess other guides' one-note enthusiasm, the Michelin star system efficiently classifies sights as "interesting" to "worth a journey".
Third, we study how to efficiently classify tens of thousands of categories by exploiting the structure of visual confusion among categories.
Further development and refinement of methods to accurately and efficiently classify BRCA1 homozygous methylation status, and a suitably powered prospective clinical trial are required to validate our findings that homozygous BRCA1 methylation predicts PARPi sensitivity.
In this study, we propose a supervised gradient-based learning model that can adjust its structure and parameters based on matching scores coming from many comparison functions (and applied to many fields), to efficiently classify the records.
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CEO of Professional Science Editing for Scientists @ prosciediting.com