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The system will classify the document by topics.
In this case for the classifier in Fig. 3 b, if the maximum likelihood class is one of the periodic halftone modes, we classify the document as mix-p; otherwise, we classify it as mix-s.
We classify the document as class j ∗ if both following conditions hold: begin{array}rcl@ hat{P} vec{X}|c_{j^)&>& hat{P} vec{X}|c_{j}) text{for all }jneq j^, end{array} (2).
Typically, the terminology analysis of text content is focused on recognition of chemical entities and automatic keyphrase extraction aimed to provide a limited set of keywords which might characterize and classify the document as a whole.
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Our proposed algorithm estimates the likelihood (P vec {X} | c_{j})) of each class c j and classifies the document into the class that has the highest estimated likelihood.
Fig. 1(b) shows the similar performance as seen for the training data and hence can be used to classify the test documents to the GO terms.
Because entities from the traditional intelligence community to the Environmental Protection Agency have the power to classify documents, the board would look at national security classification across the government.
The automatic classification module helps the user classify patent documents and the search module helps users find relevant and related patent documents.
With PubChem fully classified, the indexing of PubMed documents will now be much easier.
The classified documents the Chilcot team have been shown, and want to publish, are thought to relate to when and how Mr Blair made commitments to his US counterpart.
A federal judge has dismissed a lawsuit filed by The New York Times against the Justice and Defense Departments, saying classified documents the newspaper was seeking under the Freedom of Information Act were properly withheld.
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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