Ensemble learning-based filter-centric hybrid feature selection framework for high-dimensional imbalanced data.
Jongmo KimJaewoong KangMye M. SohnPublished in: Knowl. Based Syst. (2021)
Keyphrases
- ensemble learning
- imbalanced data
- ensemble classifier
- feature selection
- ensemble methods
- software defect prediction
- high dimensional
- high dimensionality
- generalization ability
- base classifiers
- random forest
- dimensionality reduction
- pattern recognition
- class imbalance
- decision trees
- base learners
- machine learning
- neural network
- feature space
- nearest neighbor
- classification models
- feature extraction