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A sample project is run and a green rating score table for the BREEAM materials category is obtained for validation of the model.
Pressure-composition isotherms (PCI) and kinetics measurements of a well-studied material, LaNi5 have been obtained for validation of the apparatus.
In the dam-break problem, positions of wave fronts during the collapse are computed and compared with experimental measurements; for the circulating tank, some macroscopic aspects of the steady flow, e.g. the shape, dimension and velocity profile of the solid bed, are obtained for validation data.
Figure 4 shows that independent of the training and validation set used, a relatively good model fit is obtained for validation set Comm ((r^2 ge 0.46) for all training sets) and for validation set Prof ((r^2ge 0.58) for all training sets).
A random sample of 800 cases was subsequently obtained for validation.
An external GEO data-set of gene expression profiles of oncocytomas and chRCC from Cornell University was obtained for validation (GSE12090) [ 11].
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Thus, based upon the results obtained for the validation parameters, we suggest that the validated method can be used for the present study.
The concentration results obtained for the validation measurements were satisfactory for in situ survey employing a portable instrument.
A high R2 value was obtained for training, validation and test sets of data: 0.99, 0.97 and 0.96 respectively.
In terms of assurance activities, such as setting up a sampling plan, only a basic level was obtained for the validation and verification of their food safety management system.
A total of 432,511 candidates were available for the training set and 258,808 candidates were obtained for the validation set (challenge set).
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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