Sentence examples for layer of validation from inspiring English sources

Beyond ordering and orientating contigs, optical maps provide an additional layer of validation to the sequence assemblies.

The spatial pattern prediction provides an additional layer of validation for the regulatory circuits controlling the spatial-temporal dynamics in embryonic development.

Nevertheless, DEGPs we identified can be viewed as DEGs with an additional layer of validation supporting their biological significance, affirming that DEGs are not false positives or associated with transient/unstable mRNAs that are only weakly translated.

The presented methodology of gene network inference combined with spatial pattern prediction provides an additional layer of validation to elucidate the regulatory circuits controlling the spatial-temporal dynamics in embryonic development.

We have termed our procedure for external validation as double CV (DCV), basically adding an extra or outer layer of validation on top of the normal CV procedure, hence the name DCV.

However, as a final layer of validation, we performed statistical analysis of both ABE and MLCC data sets together and 409 of the 494 proteins designated as enriched by our criteria were confirmed as significant by this analysis (using a 5% false discovery rate and t test with Benjamini and Hochberg correction for multiple hypothesis testing; Table S4).

Assessment of reproducibility across centers provides another layer of model validation.

A third layer of independent validation and corroboration of clinical decisions could also have been useful, perhaps through chart review or actual patient examination by an expert infectious disease and/or HIV physician.

Cross model validation is designed to validate the optimisation by including the variable selection in an extra layer of cross-validation.

To tune the logistic regression regularization hyperparameter, we used a second layer of cross-validation.

They could be used to verify a researcher's bonafides in conjunction with extra automated layers of individual validation if necessary (such as passwords, security cards, secure number generator devices) when applying for access to data sets and/or seeking research ethics approval, and then monitoring appropriate use of the data by that researcher (Thorisson 2011).