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Some pruning techniques such as database coverage and rule redundancy tend to produce small rule sets while others incline to generate relatively bigger classifiers.
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When executing database coverage pruning as a final step, a negligible fraction of rules are pruned by this technique, always below 5%, without improvements in quality.
The interacting proteins were extracted from the database using human as the model organism since the database coverage is higher than those of medaka or zebrafish.
As this study shows, Scopus improves the database coverage of MI corpora.
The use of the database coverage technique, [yes/no].
The database coverage was either used or not.
Database coverage applies to the following cases: three chemicals were present in the database as structures but lacked the specific synonym used in the abstract, and one was not present at all in the database at the time of this study (8- methylthio -1,2,3,4,5,6-hexahydro-2,6-methano-3-benzazocine) but has since been added to the database.
Database coverage The first, immediate finding was on the use of the database coverage, which did not show effects on the quality of the model trained.
B. Average percentage of actives recovered ± σ at the indicated database coverage.
As observed by these authors, such an approach can lead to false positives in case of insufficient database coverage of the given species.
Similar to the Jaccard index, but accounting for vast differences in database coverage, we define the Edge Consistency (C E (i,j)) between databases i and j as : Where e i,j) is the number of common edges, and E(i is total number of Edges in database i between genes also present in database j.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com