Sentence examples for involved in classification from inspiring English sources

That is, the number of examined genes per sample is much greater than the number of samples that are involved in classification [19].

As some subjectivity is involved in classification of outcomes as surrogate or final, two reviewers (OC, RST) resolved borderline cases by review of the full paper and discussion.

Obviously, from a classification viewpoint, these true signals will contribute to high accuracy diagnoses than the original proteomic data, because the built-in noises and redundant global data characteristics would have a much lower chance to get involved in classification due to derivative component analysis.

This chapter focuses on records classification by discussing its evolution, the rationales for classifying records by function, the elements involved in records classification, and the design for classification.

The challenges involved in taxonomical classification of Brucella spp. are largely linked to the fact that marker genes typically used for phylogenetic classification are either missing or too similar to give any meaningful results [ 9, 10].

Fig. 1 Workflow of the methodology involved in the classification process.

However, the numbers show the abundance of companies involved in the classification and labeling of these natural substances.

Finally, we note several additional confounds, such as therapist effects, allegiance, and alteration of legitimate protocols, in PTSD research and describe conceptual problems involved in the classification scheme used to determine the "trauma focus" of interventions, which lead to inappropriate conclusions about what works in the treatment of PTSD.

We overcame this constraint in two ways; we increased the number of samples by integrating independently generated microarrays that had been designed with the same biological objectives, and reduced the number of genes involved in the classification by selecting a small set of informative genes.

We develop a network with CNN architecture and data augmentation which can identify the intricate features involved in the classification task such as micro-aneurysms, exudate and haemorrhages on the retina and consequently provide a diagnosis automatically and without user input.

Given that riders who are not involved in a classification nor have teammates that are will generally not ride against someone who is, Sijmens' presence in this breakway was effectively the only way Moncoutié could have retained the jersey.