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At first, the input database is given to the PCA algorithm to reduce the dimension of the data.
For the primer pair tested, ecoPrimers calculates a taxonomic coverage, which is the number of amplified target species relative to the total number of target species in the input database.
In designing the CEPAR algorithm, the main themes were efficiently using the redundancy of data in the input database to reduce the amount of work and eliminating load imbalance to achieve high scalability.
Specifically, in the pre-processing phase, we first extract some statistical information from the input database, and use the extracted information to determine the values of some variables which will be used in the ESM phase.
At last, in the CEV phase, we extract candidate maximal frequent sequences from the discovered expected frequent sequences, and use a splitting-based technique to verify which candidates are actually frequent in the input database.
Then, in the ESM phase, we randomly partition the input database into several sub-databases, and use a partition-based ESM technique to find expected frequent sequences, which are a subset of candidate frequent sequences and more likely to be frequent.
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For further investigating the sources of redundancy we calculated the correlations of scores from the input databases for the portion of the redundant data (Table 2).
The mean changes in A1C, blood pressure, and lipids generated by the analyses of data before and 6 16 months after Hurricane Katrina among the study populations were populated into the input databases of the CDM.
To support rapid CHOPPI analysis, an SQLITE (http://www.sqlite.org) database was constructed to store and index the annotated CHO genomes, homology matches across the input databases, and immunogenicity analyses.
Therefore, the coverage validation requires an input database (containing the 3D structures of molecules) and the validated EEM parameters.
The CTS input databases are renewed monthly for new DB updates (e.g. HMDB, LipidMaps, KEGG).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com