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The use of the area under the ROC curve in the evaluation of machine learning algorithms

Pattern Recognition · 1997 · Vol. 30(7) · pp. 1145–1159
Andrew P. Bradley
Imbalanced Data Classification TechniquesArtificial Intelligence in HealthcareMachine Learning and Data ClassificationAlgorithmReceiver operating characteristicMachine learningArtificial intelligencePerceptronComputer scienceDiscriminantMultilayer perceptronMathematicsArtificial neural network
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References
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Biometrics · 1984 · 23,850 citations
Bootstrap Methods: Another Look at the Jackknife
The Annals of Statistics · 1979 · 17,226 citations
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American Mathematical Monthly · 1963 · 2,222 citations
Signal detection theory and psychophysics
Journal of Sound and Vibration · 1967 · 8,682 citations
Classification and Regression Trees.
Journal of the American Statistical Association · 1986 · 21,013 citations
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