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In either case, one dataset is kept in memory in a form allowing for fast random access, whereas the other is iterated through with only summary information being kept.
In order to make comparison between datasets from different labs, the MP sample from that lab is used as the control to process the related dataset, and only the fold change values of each gene from each dataset is kept for the future calculation.
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In the third experiment the training image dataset was kept constant again.
The first year of each dataset was kept fixed at 1991.
To maximize direct comparability, the source of the feature set used in every AD technique implemented for each dataset was kept fixed.
Only the sequences that were repeated > 3 times and were > 50 bp in length in the BES dataset were kept.
From the over 390,000 remaining entries, those with similar physicochemical properties compared to the FXR-active dataset were kept.
66% present calls in a triplicate (as PPP, PPA or PMM) dataset were kept as minimum criteria for a gene being 'expressed' or otherwise 'non-expressed'.
To avoid large gaps of missing markers in the dataset only markers that were called in both the Nordic and the 1000 bull genomes project datasets were kept.
The prediction results were checked by five independent training datasets, and predicted interactions supported by at least two datasets were kept.
In our project, the linkage was performed locally for all registries and the linked datasets were kept locally, according to the distributed database model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com