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In case of representation facet of information granules, we demonstrate how a reconstruction criterion quantifies their quality.
Thus, for a given application an appropriate M should be chosen in order to respect the reconstruction criterion [31].
In order to respect the reconstruction criterion [31] and the tracking condition [7], a band pass filter with pass-band is employed at the AADC input.
All phylogenetic analyses, regardless of the reconstruction criterion used, formed a monophyletic cluster of the EBLV-1 strains from Spain (only the Bayesian inference reconstruction is shown).
Analyses of genetic differentiation among species using a 95% parsimony limit reconstruction criterion [ 52] suggest that biological species often form unconnected parsimony networks.
Although the perfect reconstruction criterion is suitable in the context of carrier screens, when thinking about sequencing in the context of association studies, a more suitable criterion for optimization is the probability of successfully sequencing an individual at a given location.
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If the hidden layer is linear and the mean squared error is used as the reconstruction criteria, then the Autoencoder will learn the first k principle components of the data.
These results are supported by an independent analysis (Y. Achituv, unpublished) and are consistent across various phylogenetic models and reconstruction criteria.
GH13 has been subdivided into 40 subfamilies on the basis of sequence similarity and phylogenetic reconstruction criteria [ 21, 22].
The basal nodes linking some New World genera (e.g., Occidentarius, Genidens, Potamarius, Ariopsis, and Sciades) to the Old World clade were often incongruent among different reconstruction criteria and poorly supported (node E, Figure 3).
In addition, a percentage of reconstruction (POR) criterion is proposed to intuitively guide users in obtaining a summary with an appropriate length.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com