Strategies for Tackling the Class Imbalance Problem in Marine Image Classification.
Daniel LangenkämperRobin van KevelaerTim W. NattkemperPublished in: CVAUI/IWCF/MIPPSNA@ICPR (2018)
Keyphrases
- class imbalance
- image classification
- active learning
- class distribution
- cost sensitive learning
- cost sensitive
- small disjuncts
- sampling methods
- feature extraction
- imbalanced datasets
- imbalanced data
- concept drift
- majority class
- software defect prediction
- high dimensionality
- feature selection
- random sampling
- minority class
- supervised learning
- image features
- imbalanced class distribution