Browsing Conference Papers by Subject "Adaptive Synthetic SMOTE"

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Modified adaptive synthetic SMOTE to improve classification performance in imbalanced datasets

Gameng, Hazel A. ; Gerardo, Bobby D. ; Medina, Ruji P. (Institute of Electrical and Electronics Engineers Inc., 2020-06-16)

The oversampling technique in the data preprocessing has been utilized to mitigate the imbalanced data problem in the real research scenario. This imbalance may reduce the ability of classification algorithms to recognize ...