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Classification algorithm
eagle-i ID
http://ohsu.eagle-i.net/i/0000013a-6b27-47e4-b332-51b580000000
Resource Type
Properties
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Resource Description
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"The classification algorithm was developed to identify articles that are likely to be included in a systematic review update, along with an annotation scheme designed to identify the most important publications in a topic area... The algorithm looks at each article meeting the original review search criteria, and notifies the team about articles that it predicts as likely to be included in an update.
For the classification task a support vector machine (SVM) based classifier was applied, using features derived from the title, abstract, and MEDLINE MeSH terms associated with each article. The SVMLight (http://svmlight.joachims.org/) implementation of SVM was used."
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Used by
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Aaron Cohen Laboratory
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Software purpose
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Classification objective
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Related Publication or Documentation
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Studying the potential impact of automated document classification on scheduling a systematic review update
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Algorithm used
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SVM-Light algorithm
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Coded in
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C