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We propose a new collection frequency weighting scheme derived from the negative binomial distribution model of term occurrences.
T F- I D F is based on the term frequency - inverse document frequency (t f- i d f), but instead of considering the occurrences of the terms in individual documents, T F- I D F uses contrasting corpora, in addition to the domain corpus, and it considers the term occurrences in each individual corpus.
In [19], users review the features that can be extracted from Twitter for the purpose of user classification and detecting influential users in real-life based on their Twitter profile, they cite many features such as scalar features (e.g., number of followers), users interactions and term occurrences (URLs, punctuation, etc).
Contraction was defined as less than half the number of proteins or InterPro term occurrences compared to the respective cluster or InterPro term occurrence median, expansion as more than twice the median number of proteins or InterPro term occurrences.
The results are visualized as a clustergram representing genes clustered according to their patterns of term occurrences.
Thus frequent short term occurrences of wood smoke odor is likely for many communities with traditional and modern wood stove use.
Similar(45)
Li (2009) puts forward the term occurrence clause to cover both clauses of (dis)appearance and PSPO clauses.
This form, called Wilprop for Silverstein's insurance broker Willis Group Holdings, defined the term "occurrence" to include a "series of similar causes".
What's more, though the term occurrence caters for the meaning of "VG ^ NG", it does not take into consideration the whole construction (see (22)).
But as negotiations to insure the building proceeded, a second binder form was offered by Travelers Indemnity, a unit of Travelers Property Casualty, which didn't define the term "occurrence" at all.
For each document identified, a relevancy metric (specifically, binary term occurrence) is computed to evaluate whether the document is truly related and not just a copy of the same document or too distinct to be useful.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com