June 8, 2020 Software Open Access

Pradeep Reddy Raamana; Kevin Le

DataCite XML Export

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  <identifier identifierType="DOI">10.5281/zenodo.3885711</identifier>
  <creators>
    <creator>
      <creatorName>Pradeep Reddy Raamana</creatorName>
      <affiliation>University of Toronto</affiliation>
    </creator>
    <creator>
      <creatorName>Kevin Le</creatorName>
      <affiliation>@superphy</affiliation>
    </creator>
  </creators>
  <titles>
    <title>raamana/neuropredict: Support for regression stream and deconfouding in nested CV</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2020</publicationYear>
  <dates>
    <date dateType="Issued">2020-06-08</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/3885711</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://github.com/raamana/neuropredict/tree/0.6</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.997355</relatedIdentifier>
  </relatedIdentifiers>
  <version>0.6</version>
  <rightsList>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;ul&gt;
&lt;li&gt;Major feature: Ability to predict continuous variables (regression)&lt;/li&gt;
&lt;li&gt;Major feature: Ability to handle confounds (regress them out, augmenting etc)&lt;/li&gt;
&lt;li&gt;Redesigned the internal structure for easier extensibility&lt;/li&gt;
&lt;li&gt;New &lt;code&gt;CVResults&lt;/code&gt; class for easier management of a wealth of outputs generated in the Classification and Regression workflows&lt;/li&gt;
&lt;li&gt;API access is refreshed and easier&lt;/li&gt;
&lt;/ul&gt;</description>
  </descriptions>
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