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Such improvement of variation robustness can be attained by evaluating parameter variation impact at gate level.
Columns of maps are referring to particular evaluating parameter, rows to particular target.
All classifiers were able to correctly indicate active molecules, regardless of the changes in the inactives set composition, which is shown by the dark-red maps referring to this evaluating parameter.
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Some characteristics of newborn mice are of advantage; the absence of fur allows evaluating parameters inaccessible in adult mice, e.g. skin colouring or presence of milk spot as an indirect criterion for the suckling behaviour.
The application of meta-learning led to an increase in the values of evaluating parameters.
Figure S1 presents an exemplary panel of values of evaluating parameters obtained for various parameters of machine learning methods.
The table presents the numerical values of all evaluating parameters obtained for the experiments with 5-HT1A ligands.
In this study, we explored two methodologies [ 22, 23] and compared each method potential in evaluating parameter-output correlations in the Shannon et al. electrophysiological model.
From that time, we prospectively collected anonymized data in a database evaluating parameters of efficiency and safety.
It should be better to select age-matched patient groups in such studies evaluating parameters with age specific normal values.
Again, we first evaluated parameter restrictions showing modification indices above 100 to identify major sources of misfit.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com