book chapterLecture notes in computer scienceJan 1, 2006Closed access

Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation

MSMarina SokolovaNJNathalie JapkowiczSŚStan Śzpakowicz

Université de Montréal · University of Ottawa · +1 more institution

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Topics & keywords

Topics
Keywords
  • Computer science
  • Discriminant
  • Artificial intelligence
  • Linear discriminant analysis
  • Machine learning
  • Classifier (UML)
  • Youden's J statistic
  • Receiver operating characteristic
UN Sustainable Development Goals
  • Reduced inequalities
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