Sparse projection infinite selection ensemble for imbalanced classification.
Zhihan NingZhixing JiangDavid ZhangPublished in: Knowl. Based Syst. (2023)
Keyphrases
- pattern recognition
- imbalanced data
- classification method
- classification accuracy
- final classification
- training set
- imbalanced data sets
- support vector
- decision trees
- feature selection
- regression problems
- class imbalance
- majority voting
- machine learning
- ensemble classifier
- generalization ability
- machine learning methods
- text classification
- benchmark datasets
- prediction accuracy
- model selection
- neural network
- learning algorithm
- feature extraction
- feature space
- high dimensional
- support vector machine
- feature set
- support vector machine svm
- supervised learning
- roc curve
- classification models
- feature vectors
- image classification
- binary classification problems
- classification algorithm
- data sets