Evolutionary synthetic minority oversampling technique with random forest for warfarin dose prediction in Chinese patients.
Yanyun TaoKaixin WangYuzhen ZhangPublished in: CEC (2019)
Keyphrases
- random forest
- random forests
- prediction accuracy
- ensemble methods
- decision trees
- ensemble classifier
- feature set
- genetic algorithm
- cancer classification
- minority class
- multi label
- ensemble learning
- decision tree learning algorithms
- clinical data
- base classifiers
- fold cross validation
- image processing
- class imbalance
- higher order
- imbalanced data
- feature extraction