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Method for Incomplete and Imbalanced Data Based on Multivariate Imputation by Chained Equations and Ensemble Learning.
Jiaxi Li
Zhelong Wang
Lina Wu
Sen Qiu
Hongyu Zhao
Fang Lin
Ke Zhang
Published in:
IEEE J. Biomed. Health Informatics (2024)
Keyphrases
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ensemble learning
imbalanced data
missing data
unsupervised learning
missing values
generalization ability
classification accuracy
support vector machine
ensemble methods
neural network
machine learning
support vector
support vector machine svm
machine learning methods
optimization method
sampling methods