Impact of class imbalance ratio on ensemble methods for imbalance problem: A new perspective

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B-HPD: Bagging-based hybrid approach for the early diagnosis of Parkinson's disease 1

R Kumari, J Singh, A Gosain - Intelligent Decision …, 2024 - content.iospress.com
Parkinson's disease (PD) is a neurodegenerative condition that affects the neurological,
behavioral, and physiological systems of the brain. According to the most recent WHO data …
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AGO-FT: An adaptive guided oversampling based on fast space division and trustworthy sampling space for imbalanced noisy datasets

Y Deng, M Wu, Y Ma - 2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
The prevalent imbalance can cause big data models to favor the common class, leading to
difficulties in identifying the minority value class, deteriorating their overall performance and …
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