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However, the search mechanism and browsing would always need improving, while synonyms, misspellings and auto-complete would benefit from input from real users, he added.
We observed that usage of synonyms improved the search in dictionaries and increased the number of detected genes (Table 3, right column).
This method mainly considers part of speech tagging, improved CHI formula and synonym merging.
The use of synonym merging improved classification accuracy by approximately 3 percentage points compared to use CHI only.
Fourth, protein name identification may improve with enhanced synonym coverage.
We presented a new feature selection algorithm named SM-CHI based on an improved CHI [4] formula and synonym merging to achieve efficient feature selection and dimension reduction.
Recall for the diagnosis of interest can be improved by adding additional entries to the synonym table.
Improved precision of the PubChem dictionary by removing more ambiguous and incorrect synonyms.
… and a top tip for improving your vocabulary using synonyms.
Expanding search terms with synonyms also improves data retrieval.
Search terms, including systematic review and meta-analysis, were combined with terms for interventions or uptake, together with the synonyms for improve or enhance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com