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Ultimately we obtain the data density of the database making precise sampling feasible to improve the performance of the JIT-based method.
However, such enrichment is inevitably accompanied by an increase in the density of the database, resulting in higher FDRs (Table 1, Fig. 6).
The latter strategy (higher completeness, α) requires further enrichment of the molecular formula database, which is inevitably accompanied by an increase in the density of the database (γ3).
However, the FDRs were at unacceptable levels for practical use (0.87) because of the very high γ3 values (0.83) associated with the high density of the database (Table 1 and Fig. 6).
On the other hand, the frequency of false positives depends on the "density" of the database (the number of molecular formulae within a specific nominal mass window), in addition to the mass accuracy and search threshold.
Similar(54)
The enhanced JIT method as the core is basically implemented by the estimate of data density of the history database.
Understandably the number of items has strong impact in efficiency as it defines the density of the correspondent itemset database and, therefore, the complexity of the mining step.
Because the structure to do the mining depends on the type of base, said algorithms use heuristics to assess the density of a database and choose the best strategy.
Association analyses at the density of the 1000 Genomes Project database [ 52] are now possible and will likely become common.
When the numbers are corrected for chromosome length, chromosome 19 has the highest density of regulators in the database (Fig. 4b).
However, the data density varies considerably; both closely spaced and sporadically distributed data form part of the database.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com