Strategies for addressing class imbalance in ensemble classification of thermography breast cancer features.
Gerald SchaeferTomoharu NakashimaPublished in: CEC (2015)
Keyphrases
- breast cancer
- class imbalance
- ensemble classification
- logistic regression
- high dimensionality
- feature space
- feature extraction
- feature vectors
- class distribution
- classification accuracy
- image features
- concept drift
- pattern recognition
- ensemble classifier
- feature set
- generalization ability
- image classification
- data sets
- active learning
- prior knowledge
- image analysis
- learning algorithm