articleJournal of Machine Learning ResearchDec 1, 2006Closed access

Statistical Comparisons of Classifiers over Multiple Data Sets

DDemšarJanez

Abstract

While methods for comparing two learning algorithms on a single data set have been scrutinized for quite some time already, the issue of statistical tests for comparisons of more algorithms on mult...

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Topics & keywords

Topics
Keywords
  • Computer science
  • Statistical learning
  • Machine learning
  • Data set
  • Artificial intelligence
  • Set (abstract data type)
  • Statistical hypothesis testing
  • Statistical analysis
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