Artificial Intelligence in Medicine · 2015 · 66 citations · 39 references
ComputingBiomedical InformaticsData ScienceBiomedical ImagingData MiningMachine LearningBreast ImagingClassificationDecision TreesEnsemble LearningEnsemble MethodsClass Imbalance LearningCost-sensitive ClassificationCost-sensitive Ensemble LearningCost-sensitive LearningImbalanced Classification
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SMOTE: Synthetic Minority Over-sampling Technique
Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text
Classification and Regression Trees.
Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations
An introduction to ROC analysis
Tom Fawcett · Pattern Recognition Letters · 2005 · 21.3K citations
Classification and Regression Trees.
John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations
Classification and regression trees
J. Praagman · European Journal of Operational Research · 1985 · 10.2K citations