A Model Driven Approach to Imbalanced Data Sampling in Medical Decision Making.
Hong-Li YinTze-Yun LeongPublished in: MedInfo (2010)
Keyphrases
- imbalanced data
- medical decision making
- sampling methods
- medical diagnosis
- clinical practice
- class distribution
- linear regression
- clinical diagnosis
- class imbalance
- random forest
- support vector machine
- feature selection
- ensemble methods
- medical knowledge
- classification models
- pattern recognition
- minority class
- medical images
- ensemble classifier
- feature extraction
- change detection
- svm classifier
- random sampling
- benchmark datasets
- multi class
- image analysis
- support vector
- data sets