Evolving ensembles using multi-objective genetic programming for imbalanced classification.
Liang ZhangKefan WangLuyuan XuWenjia ShengQi KangPublished in: Knowl. Based Syst. (2022)
Keyphrases
- decision trees
- machine learning
- pattern recognition
- classification accuracy
- support vector
- feature extraction
- image classification
- text classification
- classification models
- pattern classification
- feature selection
- data sets
- multiple classifier systems
- imbalanced data
- support vector machine svm
- class imbalance
- automatic classification
- imbalanced data sets
- tree ensembles
- classifier ensemble
- naive bayes
- machine learning methods
- cost sensitive
- classification algorithm
- ensemble learning
- benchmark datasets
- classification systems
- supervised learning
- support vector machine
- training set
- single class
- feature space
- preprocessing