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SVM code for article: Analysis of transcranial magnetic stimulation for object naming with machine learning classification shows reorganisation patterns in tumor patients.

Ziqian Wang; Lucius Samo Fekonja; Felix Dreyer; Peter Vajkoczy; Thomas Picht


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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Ziqian Wang</dc:creator>
  <dc:creator>Lucius Samo Fekonja</dc:creator>
  <dc:creator>Felix Dreyer</dc:creator>
  <dc:creator>Peter Vajkoczy</dc:creator>
  <dc:creator>Thomas Picht</dc:creator>
  <dc:date>2020-03-26</dc:date>
  <dc:description>Here we publish the SVM code used in our analysis of transcranial magnetic stimulation for object naming with machine learning classification shows reorganisation patterns in tumor patients article.

 

The SVM code is modified after faruto and liyang, Libsvm-FarutoUltimate-Version.</dc:description>
  <dc:description>The authors acknowledge the support of the Cluster of Excellence Matters of Activity. Image Space Material funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany´s Excellence Strategy – EXC 2025.</dc:description>
  <dc:identifier>https://zenodo.org/record/3727664</dc:identifier>
  <dc:identifier>10.5281/zenodo.3727664</dc:identifier>
  <dc:identifier>oai:zenodo.org:3727664</dc:identifier>
  <dc:language>eng</dc:language>
  <dc:relation>url:https://github.com/faruto/Libsvm-FarutoUltimate-Version/blob/master/Libsvm-FarutoUltimate%20V3.1/matlab-implement%5Bby%20faruto%5D/SVR_test.m</dc:relation>
  <dc:relation>doi:10.5281/zenodo.3727663</dc:relation>
  <dc:relation>url:https://zenodo.org/communities/neuroinformatics</dc:relation>
  <dc:relation>url:https://zenodo.org/communities/zenodo</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:subject>SVM</dc:subject>
  <dc:subject>Machine Learning</dc:subject>
  <dc:subject>TMS</dc:subject>
  <dc:subject>Language mapping</dc:subject>
  <dc:title>SVM code for article: Analysis of transcranial magnetic stimulation for object naming with machine learning classification shows reorganisation patterns in tumor patients.</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>
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