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This optimisation technique can replace the expensive and traditional trial and error procedures during the design and prototyping phase, and it significantly decreases the time to build the final component.
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The optimum number of components (ONC) was used for the non-cross validation PLS analysis to build the final model with the corresponding conventional correlation coefficient (r2), standard error of estimate (SEE and the F value.
A combination of two methods was then developed to build the final embedded system.
Backwards elimination was used to build the final multivariable model.
Thus, we used the Θ features to build the final predictor.
The same process was used to build the final multivariate model, as was done for MHS and PHS.
RAxML with the GTRGAMMA model was used to build the final tree.
To build the final model for each sex, we used the following modeling strategy.
Within this approach, subset alignments are sequentially pairwise aligned to build the final multiple alignment.
A purposeful variable selection strategy was used to build the final multivariate logistic regression models [ 20].
Subsequently multivariable logistic regression was used to build the final model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com