eagle-i Oregon Health & Science UniversityOregon Health & Science University
See it in Search
This page is a preview of the following resource. Continue onto eagle-i search using the button on the right to see the full record.

Classification algorithm

eagle-i ID

http://ohsu.eagle-i.net/i/0000013a-6b27-47e4-b332-51b580000000

Resource Type

  1. Algorithmic software component

Properties

  1. Resource Description
    "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."
  2. Used by
    Aaron Cohen Laboratory
  3. Software purpose
    Classification objective
  4. Related Publication or Documentation
    Studying the potential impact of automated document classification on scheduling a systematic review update
  5. Algorithm used
    SVM-Light algorithm
  6. Coded in
    C
 
RDFRDF
 
Provenance Metadata About This Resource Record

Copyright © 2016 by the President and Fellows of Harvard College
The eagle-i Consortium is supported by NIH Grant #5U24RR029825-02 / Copyright 2016