Predicting ICU Mortality Based on Generative Adversarial Nets and Ensemble Methods.
Mingyi WeiZhejun HuangDiping YuanLili YangPublished in: IEEE Access (2023)
Keyphrases
- ensemble methods
- intensive care unit
- prediction accuracy
- random forests
- ensemble learning
- decision trees
- benchmark datasets
- machine learning methods
- random forest
- base classifiers
- intensive care
- generative model
- majority voting
- bootstrap sampling
- generalization ability
- drifting concepts
- classifier ensemble
- neural network
- ensemble classifier
- individual classifiers
- ensemble feature selection
- clinical data
- base learners
- artificial neural networks
- feature selection