Method for Incomplete and Imbalanced Data Based on Multivariate Imputation by Chained Equations and Ensemble Learning

The classification analysis of incomplete and imbalanced data is still a challenging task since these issues could negatively impact the training of classifiers, which were also found in our study on the physical fitness assessments of patients. And in fields such as healthcare, there are higher req...

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Veröffentlicht in:IEEE journal of biomedical and health informatics 2024-05, Vol.28 (5), p.3102-3113
Hauptverfasser: Li, Jiaxi, Wang, Zhelong, Wu, Lina, Qiu, Sen, Zhao, Hongyu, Lin, Fang, Zhang, Ke
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Sprache:eng
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