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This aspect will be further commented in Section 5. Cross-validation [29] represents the most robust strategy to reliably evaluate the generalization performance of a ML-based quality assessment system.
Our data indicate that a one-time optimized QMVR obviates the need for amplification of matched normal DNA to determine instability in the tumor tissue, and that instability at ≥2 of 5 markers provides the most robust strategy to identify MMR-deficient CRCs.
This suggests that large meta-analysis based fine-mapping studies comprising individuals of diverse ancestries may represent the most robust strategy for imputation-based fine-mapping where such data are available.
MPeSS not only found the best solution but was also the most robust strategy (convergence curves are given in the Supplementary Fig. S20 for ACOmi/eSS and S.21 for MPeSS).
Using the info-gap model defined above for invasive species detection, we see that the most robust strategy depends on the choice of uncertainty model, and the values of,, and w (Fig. 8), illustrating a common result that the outcomes of info-gap analyses can be very sensitive to these choices.
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The most robust intervention strategy is therefore also the most resilient and the most adaptive measure.
If the IBM scientists are successful, they will have figured out one of the most robust cognitive strategies at work in the human mind, which scientists call "anchoring and adjusting".
Wildlife fencing in combination with crossing structures is commonly regarded as the most effective and robust strategy to reduce large mammal vehicle collisions while also maintaining wildlife connectivity across roads.
The method described will facilitate managers in implementing a most robust and sustainable intervention strategy, by considering the uncertainty and the unpredictability of the future, both through aspects that are external to the urban water system and internal aspects.
In contrast, sampling at multiple sites along the shore each year, and using pooled samples when the cost to collect and prepare individual specimens are much lower than the cost for chemical analysis, would be the most robust and cost efficient strategy in the long run.
The most robust data about this strategy originate from northern European countries, where MRSA still occurs sporadically in hospitals.
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