Sentence examples for more stringent validation from inspiring English sources

In this article, we discuss how errors in these models arise and how they can be evaluated, and we argue for even more stringent validation checks and documentation of structures before deposition with the Protein Data Bank.

We then performed a more stringent validation using in situ hybridization.

Although the effectiveness, efficiency and superiority of this approach has to go through more stringent validation and testing, our results indicate that the final combined gene set produced nearly as good classification outcome as the two separately optimized gene subsets.

This method would require much more stringent validation before implementation (see the section 'Study design').

A more stringent validation would be to also test whether the SNP is significant in another population (Hayes et al. 2009, Pryce et al. 2010).

Recently, a more stringent distance of 500 bp was used, and we will also use this more stringent validation for reference to earlier work (Abeel et al., 2008; Goni et al., 2007).

LOO-CV again yielded relatively poor prediction errors and selected low numbers of k nearest neighbours as compared to the more stringent cross-validation schemes due to overfitting tendencies.

Using LOO-CV as objective function the largest number of irrelevant variables gets selected while using CV -80% results in the least number of selected irrelevant variables (i.e. the more stringent the cross-validation scheme in the inner loop is, the less irrelevant variables are selected).

Increasingly, the regulators in the USA and Europe are placing more stringent requirements on the validation of biomarker assays [ 36- 38].

Our failure to validate three of the selected targets (ELL3-AS, DNM2 and C12orf48; Figure-2 C, E, and G) can in part be explained by our validation criteria being more stringent than our criteria for selecting transcripts for validation.

Such issues will in turn require more complex, although no less stringent, validation strategies.