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Nguyen et al., 2021 - Google Patents

Effects of resampling techniques on imbalanced data classification: A new under-resampling method

Nguyen et al., 2021

Document ID
2262624203685464751
Author
Nguyen S
Schumacher P
Olinsky A
Quinn J
Publication year
Publication venue
Advances in Business and Management Forecasting

External Links

Snippet

We study the performances of various predictive models including decision trees, random forests, neural networks, and linear discriminant analysis on an imbalanced data set of home loan applications. During the process, we propose our undersampling algorithm to …
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