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We defined the applicability domain (AD) to decide to what an extent and under what circumstances the prediction is reliable.
According to those principles we have calculated the measures of goodness-of-fit, robustness and predictive ability of the developed model as well as defined the applicability domain (AD).
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First, preconditions and postconditions define the applicability of an analysis.
This observation defines the applicability area of gold nanoparticles and the activity of large gold surfaces, films or single crystals.
The results help to define the applicability of the Hertzian theory to the design of new components and materials to better resist severe edge loading contact stresses.
The overarching objective of this article is to define the applicability conditions of pixel counting so that the estimates are below a user-defined accuracy target.
The method proposed here, the Hybrid Analysis based on Component Mode Synthesis sub-structuring (HA-CMS) method provides a greater flexibility defining the applicability range of each one of the calculation methods.
To describe the developmental anatomy of the human tonsil from the embryonic period through adulthood and to use this information to define the applicability of intracapsular tonsillectomy in the management of disease.
Descriptor range has been used as a simple way of defining the applicability domain of a QSAR model.
For this study, we used the standard deviation (STD) of ensemble predictions to define the applicability domain.
Thus, class probability estimates are natural candidates for defining the applicability domain but were not comprehensively included in previous benchmark studies.
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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