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A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems

Machine Learning · 2001 · Vol. 45(2) · pp. 171–186
David J. HandRobert John Till
Imbalanced Data Classification TechniquesData Mining Algorithms and ApplicationsMedical Coding and Health InformationMeasure (data warehouse)Pairwise comparisonSimple (philosophy)Property (philosophy)MathematicsClass (philosophy)Artificial intelligenceComputer scienceData miningPattern recognition (psychology)

Funding

  • Royal Society
  • Engineering and Physical Sciences Research Council
Citations
2,221
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24.14
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References
27
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Citations per year
References
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Modern Applied Statistics with S-Plus.
Biometrics · 1996 · 3,033 citations
Classification and Regression Trees.
Journal of the American Statistical Association · 1986 · 21,013 citations
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