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Note that the applicability analysis in Fig. 12 is based on the particular scenario in this paper.
The framework consists of four steps: analysis of raw material applicability, analysis of process control conditions, and safety analysis during product use and final disposal.
Besides, applicability analysis, prestress field distribution characteristics of surrounding rock and the control effect on large deformation of surrounding rock were also further studied for the gob-side entry driving in deep mine using the cable-truss supporting system.
Most interestingly, those baseline methods least favoured by policy makers – namely the JRCA and CLUE-S – rank highest in the overall applicability analysis for the baseline methods.
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Applicability domain analysis.
Population balance models of high order are computationally expensive, limiting their applicability in analysis and design.
A distance-based applicability domain analysis was also conducted; indicating an average Tanimoto Coefficient distance of 0.3 or greater between a test and training set can be used to give a global measure of confidence in model predictions.
In respect with reasonable performances of both visualization and classification methods for mutagenicity dataset, one may assume that this dataset doesn't contain many outliers and applying applicability domain analysis does not affect the predictive performance of models.
The models were validated and tested through the use of the external prediction set of compounds, leave-one-out and leave-many-out cross validation methods, applicability domain analysis and Y-randomization.
In certain circumstances, however, the effects of these perturbations can become substantially more pronounced – demonstrating the limits of applicability of analysis techniques that assume that an underlying periodic microstructure exists for the discrete media under consideration.
Based on four criteria (reliability, measurability, stability and applicability), the analysis showed the lack of an ideal indicator related to the quality of political actions, as well as perception dimensions.
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CEO of Professional Science Editing for Scientists @ prosciediting.com