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The authors expanded the nonlinear data by using additional variables that in turn increased the performance of the training model but also increased time and space complexity.
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By using additional latent variables, the proposed approach enjoys enormous computational savings compared to commonly used Markov Chain Monte Carlo (MCMC) algorithm.
By using additional information, in Sect.
We controlled for phylogeny at levels above genus by using, as additional explanatory variables, an identity matrix derived from published phylogenies [18].
They solve the relevant problems by using variable duplication methods (variable splitting, latent/auxilliary variables, etc).
Definitions used additional distance, additional time or both with some, but not all, including space as a variable.
Plant images can be previewed, downloaded in ZIP files and used in the estimation of additional variables by applying other image analysis algorithms.
These potential factors were basically similar by years, though some additional variables from specific years were used to expand the models' levels of significance.
In this study the contact area of the paws was not considered as a variable, but as shown by Oosterlinck et al. this parameter could be used as an additional variable to describe the limb-loading symmetry [ 3].
Increasing the sample size randomly followed by categorizing them based on Angle's classification and using regression model to compute additional variables could further improve the study.
The way that people do it, including me, is by using kind of ad hoc variables to pick it up.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com