<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" 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:title>Fast Cross-Validation via Sequential Testing</dc:title>
  <dc:title>R package CVST version 0.2-3</dc:title>
  <dc:description>The fast cross-validation via sequential testing (CVST) procedure is an improved cross-validation procedure which uses non-parametric testing coupled with sequential analysis to determine the best parameter set on linearly increasing subsets of the data. By eliminating under-performing candidates quickly and keeping promising candidates as long as possible, the method speeds up the computation while preserving the capability of a full cross-validation. Additionally to the CVST the package contains an implementation of the ordinary k-fold cross-validation with a flexible and powerful set of helper objects and methods to handle the overall model selection process. The implementations of the Cochran's Q test with permutations and the sequential testing framework of Wald are generic and can therefore also be used in other contexts.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: kernlab,Matrix</dc:relation>
  <dc:creator>Tammo Krueger &lt;tammokrueger@googlemail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Tammo Krueger, Mikio Braun</dc:contributor>
  <dc:rights>GPL (&gt;= 2.0)</dc:rights>
  <dc:date>2022-02-21</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=CVST</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.CVST</dc:identifier>
</oai_dc:dc>
