Sentence examples for source dataset to from inspiring English sources

In order to take advantage of these classifiers, some work has proposed to transfer the CNN trained on a large source dataset to a target domain with a small dataset.

A functional solution to keep away from these tasks is to automatically label samples from the target scene and to transfer only a set of useful samples from the labeled source dataset to the target specialized one.

Armed with a comprehensive understanding from such validations, we can improve and integrate multi-source datasets to inform carbon monitoring efforts.

For example, using a SNP calling criterion similar to our strict criterion and a source dataset similar to ours, Vera et al. estimate 12.6 SNPs per 1,000 base pairs in the M. cinxia transcriptome [ 11], whereas we estimate 5.89 SNPs/1,000 bp for E. propertius and 9.28 SNPs/1,000 bp for P. zelicaon.

In this study, the annual mean temperature would be taken into consideration and this dataset would be processed as the source dataset that to be interpolated through the three interpolation methods in ArcGIS.

In some cases, such duplications may have been intentionally included by the curator of a source PPI dataset to report the experimentally supported sequence of the interactors; this type of duplications were encountered in IntAct and MINT.

Therefore, we put forward a sampling strategy that selects useful samples from both target and source datasets according to their weight importance, reflecting the likelihood that they belong to the target distribution.

The "subtracted" field of the source dataset is updated to indicate that the data are background-subtracted, as shown in the examples.

The "subtracted" field of the source dataset is updated to indicate that the data are not background-subtracted, as shown in the examples.

A noteworthy observation of our work, revealing an interesting aspect of the literature-supported PPI data collections, is that the fraction of protein nodes that each source dataset uniquely contributes to the integrated network is much smaller than the corresponding fraction for the PPIs, even for the largest HPRD and BioGRID datasets.

Once the linkage is completed by the CHeReL, linkage 'keys' comprising the dataset record number and a project person number (PPN) obtained from the linkage are returned to each data custodian, who in turn add the PPN to the source dataset and provide the health information and PPN to the investigators for analysis.