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The application of the judging technique to determine the level of representation and relevance of the variables to be measured.
PCA should not be confused with variable selection procedures that assess the relevance of the variables, since PCA takes into account the variables only, and does not take into account the quantity to be predicted, i.e., the class of the item to be classified.
Most of the retained variables showed relationships robust across sensitivity analyses, supporting the relevance of the variables identified.
To our knowledge, the relevance of the variables IGF-I, IGFBP3 and the IGF-I/IGFBP3 ratio in relation to prepubertal, pubertal and total gain in height has not been previously reported in GH-treated children.
To identify the relevance of the variables affecting GNRI and RRF decline, clinical and laboratory parameters were analyzed using univariate and multivariate regression models (Table 3 and Table 4).
Variable importance in projection (VIP) is a simple filter-based variable selection approach that is proposed to assess the relevance of the variables in the PLS-DA model [ 30, 31].
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Experimental results, obtained in a Hardware In the Loop (HIL) framework, show the relevance of the variable horizon approach.
The relevance of the variable 'spatial category' for the representativeness of the sample can not be finally evaluated here.
Given that the sample population is different among the models in the 2,000 L10O runs, the number of models selecting a particular variable should tend to increase in direct proportion to the biologic relevance of the variable.
The relevance of the variable metabolism within a single tumor nodule was that tumor derived erythrosomes might indeed extend viability of adjacent tumor cells by supplying them with vital energy in absence of vasculature.
It also gives a state-of-the-art overview of the empirical support for the relevance of these variables.
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