Sentence examples for during datasets from inspiring English sources

Our solution reduces the possibility of human errors and allows for the tracking of all changes made during datasets lifecycle.

The advantage of our approach is that we focus on presenting the structural inter-relation of these classes when used during datasets manipulation by proposing certain transformations that model the simultaneous processing of both data and metadata.

This work proved that the non-scaled features vector approach is preferable to the scaled one and that balanced class cardinalities during dataset building can give better performances.

Racemic mixtures and compounds containing highly flexible chain substituents (chain length ≥ 7) were excluded during dataset development resulting in 175 steroidal and 124 aromatic azaheterocyclic AIs.

It should be noted that, the apparent inconsistency between all the reconstructed maps and the ground-truth structure in low frequency (Fig. 7B and 7E) is likely due to the insufficient defocus groups during dataset generation using InSilicoTEM.

These were removed during dataset curation as they disrupted both the cladistic separation in subsampled trees and their unambiguous classification by phylogenetic analyses.

ΔPCO was significantly smaller than ΔICO during dataset B. Increased limits of agreement for aFCO-ICO and ΔaFCO-ΔICO (dataset A) were found when compared with PCO-ICO (Table 1).

In fact, the diagnostics produced by the package during dataset import from the ArrayExpress repository are currently used by the curators to decrease the number of problematic experiments and improve the quality of the content delivered.

All genic-based data sets were filtered during dataset development to eliminate SNPs near predicted intron boundaries (Hulse-Kemp et al. 2014; Ashrafi et al. 2015; Zhu et al. 2014) so SNPs and flanking sequences could be aligned directly with genomic-based markers to filter putative SNPs as indicated above.

For clarity purposes, in Figure 3 we report only results concerning those genera for which it was possible to retrieve at least 7 plasmids during dataset assembly procedures (see Methods); complete results are provided in Additional file 4. Overall, we found that PAGs number varies greatly among the different genera.

Furthermore, during import, datasets are scanned for problematic molecules or features of molecules like Pan Assay Interference Compounds (PAINS), which may disturb the assay setup or unspecifically bind to diverse proteins [26].