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Research on existing maps and related documents for a given area may reveal different names for the same features, variations in spelling, or ambiguous applications of names.
Since legislation is typically stored as separate, un-revisable documents for a given legislative term (lasting 2 years in many U.S. jurisdictions), the use of date and time information is redundant with legislative session information.
Query expansion helps to find more relevant documents for a given query.
Harman [12, 36] studies how to assign scores to terms extracted from relevant documents for a given query Q so that high scored terms are used to expand the original query and improve precision of information retrieval strategy.
The set of recommended documents for a given user are those ranked in the first places (i.e., high similarity values), and the size of that set is determined by the k value.
Similar(55)
They define data completeness as the fraction of patients that has some value documented for a given patient characteristic.
Thus, variables are not systematically asked for or documented for a given patient and decisions are not made from exactly the same set of criteria.
Reducers aggregate the document set for a given concept and year.
Using this mapping relationship, we can define the folder corresponding to the base document as F j, K), which is the set of all documents mapped to for a given set of text sources K. (2) In the context of this search engine, F j, K) would correspond to a single phenotypic variation and would contain all the phenotype, locus and gene product descriptions related to that variation.
The reduce collapses the result into the list of document ID's for a given term.
PLSA assumes conditional independence, such that words and documents are conditionally independent for a given topic.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com