Adaptive learning of minority class prior to minority oversampling.
Payel SadhukhanSarbani PalitPublished in: Pattern Recognit. Lett. (2020)
Keyphrases
- adaptive learning
- minority class
- class imbalance
- majority class
- class distribution
- classification error
- cost sensitive learning
- imbalanced data
- imbalanced datasets
- nearest neighbour
- decision boundary
- support vector machine
- original data
- training dataset
- learning objects
- training set
- class imbalanced
- prior knowledge
- sampling methods
- ensemble learning
- cost sensitive
- training data
- student model
- active learning
- concept maps
- reinforcement learning
- learning environment
- imbalanced class distribution
- e learning
- data sets
- multimedia
- misclassification costs
- learning activities
- feature space
- multi class
- training examples
- attribute selection
- prediction accuracy
- feature selection
- high dimensionality
- neural network