A new probabilistic active sample selection algorithm for class imbalance problem.
T. Maruthi PadmajaRaju S. BapiP. Radha KrishnaPublished in: Int. J. Knowl. Eng. Soft Data Paradigms (2013)
Keyphrases
- selection algorithm
- class imbalance
- class distribution
- active learning
- cost sensitive learning
- cost sensitive
- imbalanced datasets
- sampling methods
- high dimensionality
- prototype selection
- search algorithm
- test data
- concept drift
- minority class
- training data
- feature selection
- feature selection algorithms
- bayesian networks
- feature subset selection
- optimization method
- high dimensional
- pattern recognition
- learning algorithm
- machine learning