Browsing Journal articles published externally by Subject "Adaptive synthetic SMOTE"

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A modified adaptive synthetic SMOTE approach in graduation success rate classification

Gameng, Hazel ; Gerardo, Bobby ; Medina, Ruji (World Academy of Research in Science and Engineering, 2019)

In the real research situation, the oversampling method in data preprocessing is used to solve the problem in imbalanced data. This imbalance may lessen the capability of classification algorithms to identify instances of ...