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The experimental results are found to be in good agreement with the theoretical predictions developed in the companion paper, Part I.
This database hosts all validated and proposed functional predictions developed in the course of this study for 78 genes families analysed in this study.
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Although the neural networks for MHC prediction, developed in [3], [4], [6], seem to outperform other networks and methods [68], [69], it should be noted that these methods are not perfect.
Figure 7 illustrates a framework for cis-element prediction developed in this study.
Genomic prediction, developed in dairy cattle breeding, uses all available marker data of a genotyped and phenotyped training set for building a prediction model without an intermediate QTL detection step (Meuwissen et al. 2001).
Research has shown for ADP that prediction equations developed in adults provide invalid lung volume predictions in children.
Accuracies from CV are higher than those from independent validation, where the prediction model developed in C×H was used to predict flowering time in S×A.
The paper concludes by exploring the implications of these divergent 'epistemic cultures' for efforts to apply ensemble prediction techniques developed in the context of weather forecasting to the rather different one of flood forecasting.
The linkage phase of markers and beneficial alleles at trait loci could be different in environments with contrasting climatic and edaphic conditions, and prediction models developed in one environment might not have the same predictive power in a different environment.
The achieved sensitivity (the fraction of correctly recognized outer membrane proteins) and specificity (the fraction of globular cytoplasmic proteins correctly recognized as non-outer membrane proteins) of the prediction approach developed in this study is better than the performance of individual beta-barrel prediction programs.
In general, exposure prediction models developed in one city do not transfer well to another city (Allen et al. 2011), so prediction models are often study- and city-specific (e.g., Franklin et al. 2012).
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