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- W910820123 abstract "Imbalanced datasets often lead to decrement of classifiers’ performance.Undersampling technique isone of the approaches that is used when dealing withimbalanced datasets problem.This paper discusses onthe advantages and disadvantages of severalundersampling techniques.An enhanced Distancebasedundersampling technique is proposed to balance the imbalanced data that will be used for classification. The fuzzy logic has been integrated in the distance-based undersampling technique to resolve the ambiguity and bias issues." @default.
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- W910820123 date "2014-08-12" @default.
- W910820123 modified "2023-09-25" @default.
- W910820123 title "A conceptual model of enhanced undersampling technique" @default.
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