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Reconstruction of the original (or assembled) sequence, if it is not given, and using it as the reference for storing the dataset is not a viable option: the problem of genome assembly, especially in the presence of sequencing errors, is computationally too expensive and there are no known De Novo assembly algorithms that would work on a workstation [ 9].
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Another advantage of KCM is that it does not need the memory space to store the dataset as only extracted knowledge is necessary in build this integrated model.
In order to speed up the similarity-based comparisons performed by these approaches, it is possible to store the dataset in specialized data structures known as metric access methods (MAM).
The Gene Information held within DBM-DB and can be readily accessed using the four online components: Overview, Search, BLAST and GBrowse, as shown in Figure 2. A custom PHP script was developed to generate a dynamic HTML page for the overall information of each gene in OGSv1, and the MySQL database language was used as a tool to manage and store the datasets of DBM-DB.
The cost of the transfer is αB for B > 0 and -βB for B < 0 and the cost of persistently storing the full dataset is BST where T is the time interval during which the data are to be stored with this service provider.
The authors assessed the accuracy of ConTra by storing the natural tissue dataset in MySQL database.
Reporting standards: Standard used to collect data: We followed the NCBI GEO database guidelines and repository for submitting and storing the high throughput datasets presented in the manuscript.
Using (8) instead of (4) has the advantage that new data is processed upon arrival, and thus there is no need to store the complete dataset nor reprocess all data for each new measurement.
Datasets are stored in the dataset web service.
Most QSAR datasets have a biological or toxic endpoint that is stored in the dataset.
The authors provide 100 structural diverse compounds, with five numeric features that are stored in the dataset.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com