An empirical study of data intrinsic characteristics that make learning from imbalanced data difficult

Research article (Expert Systems with Applications, 2021) · cited 46× · AI/ML
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An empirical study of data intrinsic characteristics that make learning from imbalanced data difficult

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An empirical study of data intrinsic characteristics that make learning from imbalanced data difficult is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). An empirical study of data intrinsic characteristics that make learning from imbalanced data difficult. Retrieved May 24, 2026, from https://4ort.xyz/entity/an-empirical-study-of-data-intrinsic-characteristics-that-make-learning-from-imbalanced-data-difficult
MLA “An empirical study of data intrinsic characteristics that make learning from imbalanced data difficult.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/an-empirical-study-of-data-intrinsic-characteristics-that-make-learning-from-imbalanced-data-difficult.
BibTeX @misc{4ortxyz_an-empirical-study-of-data-intrinsic-characteristics-that-make-learning-from-imbalanced-data-difficult_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{An empirical study of data intrinsic characteristics that make learning from imbalanced data difficult}}, year = {2026}, url = {https://4ort.xyz/entity/an-empirical-study-of-data-intrinsic-characteristics-that-make-learning-from-imbalanced-data-difficult}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): An empirical study of data intrinsic characteristics that make learning from imbalanced data difficult — https://4ort.xyz/entity/an-empirical-study-of-data-intrinsic-characteristics-that-make-learning-from-imbalanced-data-difficult (retrieved 2026-05-24)

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