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In order to validate the database and its unique capabilities, we conducted metabolomics analyses of biological samples using the additional CCS information to aid in the identification of metabolites.
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The current taxonomy is large and has benefited from the use of Perl scripts that validate the database for internal sense and consistency.
To validate the principle underpinning the database and provide another example of the usefulness of dbWFA, we analysed the functional annotation of the transcripts specifically expressed during either the ECD or SPA phase of grain development.
Nevertheless, SustainPineDB has yielded good results, thereby validating the database construction and making the microarray and RNA-Seq data more comparable.
Curators validate the data held within the database and significantly reduce error rates [Béroud et al., 2005; Cotton et al., 2008].
Different feedforward artificial neural networks with error backpropagation (BPNN) are trained and tested using subsets of the database, and validated on yet another subset.
We also found that when strategies were developed in 60% of the database and validated in the remaining 40% there were no statistical differences in performance [ 19].
After verification of new data, the flag 'Data not validated yet!' is removed from the database and the Web page; otherwise, if the data could not be verified, they are deleted from the database.
We also found that when strategies were developed in 60% of the database and validated in the remaining 40% (a random allocation method was used to assign individual items to the development or validation datasets) there were no statistical differences in performance.
Finally, efforts are continuously made to validate the bacteremia information recorded in the database and there is very little missing data.
Once the form has been reviewed and validated, the information is stored in the database and tagged as pending approval.
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CEO of Professional Science Editing for Scientists @ prosciediting.com