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ENTITY SMOTE-Tomek

SMOTE-Tomek

PulseAugur coverage of SMOTE-Tomek — every cluster mentioning SMOTE-Tomek across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_56250 ·

    SMOTE-Tomek boosts software requirements classification accuracy

    Researchers have improved the classification of software requirements by applying the SMOTE-Tomek preprocessing technique to the PROMISE dataset. This method effectively addresses class imbalance within the dataset, whi…

  2. RESEARCH · CL_10172 ·

    Data Balancing Strategies: A Systematic Survey of Resampling and Augmentation Methods

    This paper presents a systematic review of data balancing strategies for machine learning, covering resampling and augmentation techniques. It categorizes methods from foundational approaches like SMOTE to advanced deep…