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On the other hand, the Euclidean distance gives the individual relevance (represented by Δ d) more weight than it gives to the number of redundant features, h, since it only takes account of the square root of h and not h by itself as the Manhattan distance does.
Since the Manhattan distance in the original feature space gives equal weight to the contributions from the bulk of redundant features (represented by h) and from the individual relevance (represented by Δ d), it is maximized when relevance is maximized (Δ d is maximized) and/or antiredundancy is minimized (h is maximized), regardless of K.
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First, in the context of the reality-fiction distinction, we predicted that associated personal relevance represents a critical factor that modulates automatic engagement of the amPFC and PCC.
Rigour applies to whether the approach to the study is thorough and appropriate; credibility indicates whether the findings are well presented and meaningful, and relevance represents the usefulness of the study's findings to the review.
Another category of contaminants of increasing relevance is represented by carbon nanoparticles.
Human histopathology is also important for establishing relevance and represents the first line of investigation for neurodegenerative conditions.
The task of deriving rational criteria for the choice of effect sizes of relevance probably represents one of the biggest challenges in toxicology and the health sciences.
Extracted hypotheses were manually inspected and checked for their accuracy and relevance to represent one or many processes belonging to a particular AD stage.
Because of their historical relevance, vouchers represent a unique opportunity to obtain data on individuals from past time periods (Primack and Miller-Rushing, 2009; Vellend et al., 2013).
It is thus possible that oxidation of Cys247 is either of catalytic relevance or represents a non-productive/damaging protein oxidation, as is well precedented in other oxygenases and metallo-proteins (41) including haemoglobin (42).
The selection criteria were (1) known relevance of the represented region to schizophrenia or (2) differences between the groups were at the P < 0.15 level.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com