The ROC isometrics approach to construct reliable classifiers

Stijn Vanderlooy*, Ida G. Sprinkhuizen-Kuyper, Evgueni N. Smirnov, H. Jaap van den Herik

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Pages (from-to)3-37
Number of pages35
JournalIntelligent Data Analysis
Volume13
Issue number1
DOIs
Publication statusPublished - 2009

Keywords

  • ROC analysis
  • isometrics
  • abstaining classifiers
  • reliable classifiers
  • cost-sensitive classification
  • ABSTAINING CLASSIFIERS
  • REJECT RULE
  • CLASSIFICATION

Cite this