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Figure 3 shows the ERD peak score as a function of the number of components retained.
The convergence in the reconstruction of observations at different sites as a function of the number of components and its relation to the characteristics of the site are analysed.
The optimal number of components is chosen empirically by plotting the cross-validated predictive residual error sum of squares (PRESS) as a function of the number of components, and selecting the number of components that yields the first local minimum in PRESS statistic or by a pre-defined threshold on the sequential increments of the PRESS statistic.
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In Fig. 6, the cross-PCA score as a function of the number of principal components have been plotted.
It would be interesting to explore the ability of the proposed method to select relevant variables as a function of the number of retained PLS components.
In the case of Qualitative networks, choosing a different combination of target functions has an impact on the performance even though the number of components stays the same.
For each fragility group, the repair cost is a function of the damage state experienced by each component, the replacement cost per component, and the number of components in the group.
Figure 1 displays the relationship between the number of components of metabolic syndrome and performance on tests of memory and executive functioning.
"It can be hard with the number of components that I have," he sighs.
where Nc is the number of components.
You'll notice they mention the number of components below.
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CEO of Professional Science Editing for Scientists @ prosciediting.com