Browsing CSAIL Technical Reports (July 1, 2003 - present) by Subject "Permutation testing"

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    • Permutation Tests for Classification 

      Mukherjee, Sayan; Golland, Polina; Panchenko, Dmitry (2003-08-28)
      We introduce and explore an approach to estimating statisticalsignificance of classification accuracy, which is particularly usefulin scientific applications of machine learning where highdimensionality of the data and the ...