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Recommendations: Recommendation 1: Building on its positive accomplishments to date, the UNICEF BCO should take steps to clarify, develop, and operationalize its leveraging approach.
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We are now in a position to establish a range of analytic filter-design rules to refine our search space and streamline Walsh synthesis leveraging approaches similar to electrical or digital signal filter construction.
Furthermore, chemical applicability domain was determined via leverage approach.
The Leverage approach was used to identify probable outlier data.
Finally, to identify the probable outliers the Leverage approach was performed.
The model applicability domain was always verified by the leverage approach in order to propose reliable predicted data.
Finally, leverage approach is utilized to find the outliers and check the applicability domain of the proposed model.
Finally, the Leverage approach was used to find out applicability domain and probable outliers of the developed models.
Finally, the Leverage approach demonstrated that the proposed models are statistically valid and acceptable, and only 2% of the data points may be regarded as the probable outliers.
In addition, the Leverage approach was implemented to check the reliability of the proposed model and the quality of experimental data.
Furthermore, the leverage approach (Williams plot) is used to determine the applicability domain of the model and to detect probable erroneous data points.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com