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We have performed additional analysis of importance of individual features for classification as well as extent of feature redundancy.
Thus, object processing impairments in their patients with Alzheimer's disease may have emerged if real and meaningful objects had been used, the extent of feature overlap manipulated and specific functional neuroanatomical relationships tested.
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Extent of featured information supportive of ERCS was related to country of origin with the UK having higher scores on average than the US.
However, the extent of features varied between strains and the dose at which these changes were observed differed between strains/isolates.
For a linear SVM, the decision function is given by, (10) f u = ∑ k = 1 n w k u k + b The weight, w, of each feature, u k, indicates the extent of each feature's contribution to the classifier's continuous output, and n in the total number of features.
Scores were calculated as the product of severity and extent of each feature, ranging from 0 to 16.
An increased reactivity could be detected with SECM when the metal samples were polarized at +0.50 VSHE, though the extent of this feature greatly depended on the nature of the metallic material.
The amount of expression data generated in our study had the potential to transform the boundaries and extent of previous feature annotations in the carnation genome [ 27].
The extent of each feature is determined, and a cosmetic grade is assigned (Grade I excellent, Grade II good, Grade III fair, Grade IV poor).
Although here we suggest some possible explanations and hypotheses that are in line with the regulatory role already proposed for the 5′UTRs in trypanosomatid RNAs, additional data from other trypanosomatid species will allow to determine the phylogenetic extent of this feature; and experiments (such as the use of manipulated DNA segments) would help shed light on its possible functional role.
Additionally, the extent of PCD features was shown to vary between different strains, with CQ-resistant parasites showing reduced cell death features than CQ-sensitive parasites when exposed to the same dose of CQ.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com