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Therefore, it is not practicable to improve model validity based on applicability domain.
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So much of the real-world success of science and technology is based on applicability and appropriateness.
Even better performance could be obtained using multiple models based on the applicability domain of a mutagen under consideration such as Sushko et al. [40] for multiple substructures and Leong et al. [41] for just the aryl-amine substructure.
Such as the accuracy and predictability of the proposed models were checked based on the domain of applicability (AD), the Y-randomization and by comparing key statistical indicators, such as the R or R2 of the obtained models, as shown in Table 7.
The others were based on public domain (watching public press conferences or TV shows).
Therefore, domain architecture should be designed based on domain requirements.
Different geometric patterns are analysed based on their applicability on either Si{100} or Si{110} wafer.
The simulation results indicate that either of the two schemes can be used based on the applicability.
Naturally, the relevance of the results in terms of biology is based on the applicability of the model.
populations, but should be justified based on their applicability to understanding U.S. cancer trends.
In this presentation we propose a new approach to compare different estimates of applicability domains based on "distances to models" as well as their significance.
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