Online learning with minority class resampling.
Michael J. PekalaAshley J. LlorensPublished in: ICASSP (2011)
Keyphrases
- online learning
- minority class
- class imbalance
- majority class
- class distribution
- imbalanced data
- active learning
- imbalanced datasets
- imbalanced data sets
- classification error
- cost sensitive learning
- decision boundary
- sampling methods
- nearest neighbour
- support vector machine
- e learning
- training set
- cost sensitive
- training data
- ensemble learning
- training dataset
- original data
- attribute selection
- machine learning
- decision trees
- feature selection algorithms
- ensemble methods
- misclassification costs
- class labels
- pattern classification