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Although these field models are derived by fitting harmonic functions to data distributed across the Earth, they are applied on regional scales within fixed boundaries in many instances and one can therefore question how well do these models perform on restricted areas.
To summarize, GP models perform on par with SVM and outperform Family QSAR and PLS on the three datasets.
Excluding this example the fingerprint models perform, on average, 14 16% better with large variations (2 51%) between datasets and cost levels.
We evaluated how the site-heterogeneous CAT and CATGTR models perform on mitochondrial protein amino acid dataset (AliMG) compared to the reference site-homogeneous model GTR under BI by using cross-validation.
Among all children with clinically significant bronchiolitis, a subgroup analysis based on the type of healthcare visit (outpatient clinic visit, emergency department visit, and hospitalization) could evaluate how models perform on different subgroups of children.
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The results of the multivariate models performed on IBHQ scores at discharge are presented in the Tables 4 and 5, for the core and optional scores respectively.
The residuals v. predicted values for all mixed models performed on the response to level of substitution are presented in Figure 4.
Exploratory factor analyses and two-step structural equation modeling performed on the collected data led to three primary findings.
We also report on the first ever benchmark of a 8 trillion particles simulation of the same model, performed on Titan at Oak Ridge using 18,000 GPU-accelerated nodes.
This result was in good agreement with the U speciation modeling performed on the sample taken from the 2.3 m depth, which predicted approximately 3% DOC-complexed U.
In Figs. 1 and 2, we show the denoising results from our new model and the CEP- L 2 model performed on the Lena image with additive Gaussian white noise of σ=10 and σ=15 respectively.
Write better and faster with AI suggestions while staying true to your unique style.
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