An Interpretable Conditional Augmentation Classification Approach for Imbalanced EHRs Mortality Prediction.
Tianhao LiNajia YinPenghao GaoDengfeng LiWei LuPublished in: DMBD (1) (2022)
Keyphrases
- pattern recognition
- class imbalance
- prediction accuracy
- classification accuracy
- feature extraction
- classification rules
- classification method
- decision trees
- early detection
- supervised learning
- support vector
- classification models
- neural networks and support vector machines
- training samples
- imbalanced datasets
- classification algorithm
- class labels
- data mining
- feature vectors
- training set
- information systems
- machine learning
- support vector machine svm
- text classification
- support vector machine
- prediction model
- feature selection
- imbalanced data sets