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If required, the ways of selecting the most probable class among the viable alternatives found during the primary classification step, which are based on utilising the data frequency information, are also proposed.
Another consideration is the primary classification of each catalogue or database entry (Fig. 7).
The classification system consists of a MFCC-based GMM algorithm which describes the primary classification achieved by the GMM log-likelihood scores, and an HOS-based parameter as a post-processor.
When two research PTs examine a patient, the primary classification will be reached by consensus.
Therefore fimbrial subunit proteins were used for the primary classification of the fimbrial clusters of Gallibacterium spp. Based on the fimbrial subunit phylogenies, all Gallibacterium fimbriae were classified into five types named Flf, Flf1, Flf2, Flf3 and Flf4.
This is strikingly different from enzymes in other EC classes where changes in lower levels of the EC classification are more common than changes in the primary classification [ 8 ].
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The primary classifications employed in the Kevany Riposte and K-Score were based directly on previously-identified "Top Ten" criteria keywords (e.g. "communications"; "adaptability"), as described above.
For the four primary classification areas, the electronic protocols led to more accurate classification (Table 4).
Evidently, humans can appreciate deeper features within adversarial images that distinguish the CNN's primary classification from closely competing alternatives.
Subjects were considered to use NSAIDs if they reported use of prescription drugs in the past month with a primary classification of NSAID according to the Product Information Branch, Center for Drug Evaluation and Research at the U.S. DHHS Food and Drug Administration or if subjects self-reported taking any Advil, Nuprin, Medipren or Ibuprofen in the past month [67].
Our comprehensive analysis confirms that such changes are indeed prevalent, with 39% of the 119 changes in primary classification involving lyases.
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CEO of Professional Science Editing for Scientists @ prosciediting.com