An empirical evaluation of sampling methods for the classification of imbalanced data - Kim, Misuk; Hwang, Kyu-Baek (PloS one, 2022)
Keywords: Algorithms; Analysis; Biology and Life Sciences; Classification; Classifiers; Computer and Information Sciences; Costs; Credit card fraud; Data mining; Datasets; Decision making; Discriminant analysis; Fault diagnosis; Fraud; Fraud prevention; Learning algorithms; Machine learning; Medical diagnosis; Methods; Oversampling; Physical Sciences; Prevention; Research and Analysis Methods; Sampling; Sampling distributions; Sampling methods; Social Sciences; Support vector machines; Taiwan