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Even small changes in preparation methods or parameters can affect the final NMR results, so caution is needed when comparing results from different research groups that use different protocols and parameters.
To reduce the risk of overfitting and to avoid overestimating the generalization accuracy, the process under development uses multiple re-sampling of external test sets, for which no selection of methods or parameters has been done.
CloudSim's architecture consists of specific entities that are represented as Java classes, and as such, developers can simulate their experiments by inheriting these classes or directly by changing the available methods or parameters easily.
In service, numerous engineering components are exposed to variable, fatigue loading, whereas resistance to fatigue is usually particularly affected by different heat treatment methods or parameters and fatigue damage mechanisms have strong connections to material type, strength and microstructure.
Thus, changing methods or parameters or applying the method to different human genome sequence collections produce diverse results.
ROC curves are commonly adopted in order to determine the predictive ability of various methods or parameters used for the confirmation of a disease, a clinical characteristic or an outcome.
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For different analysis methods or parameter settings, different curves are obtained that can be compared, as done previously for related and different problems [26] [30].
The observed patterns suggest that a quantification of (genomic or functional) clustering may be used as a quality measure for methods that aim to identify horizontally transferred genes: candidate sets produced by different methods (or parameter settings) can be tested against each other.
Because of the overall uncertainties in the dose estimates as well as in the validation measurements, the validation process usually provides only an indication of substantial flaws in the primary measurement methods or parameter values (when models are used) used for dose reconstruction.
Changing the clustering method or parameters will change the composition of functional groups.
For deconvolved treatment step (Fig. 6b, c), UDECON records tolerance and initial values (for "Simplex method") or parameter ranges (for "Grid search") used for the deconvolution optimization, together with the name of the response file.
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