A Heterogeneous AdaBoost Ensemble Based Extreme Learning Machines for Imbalanced Data.
Adnan Omer AbuassbaDezheng ZhangXiong LuoPublished in: Int. J. Cogn. Informatics Nat. Intell. (2019)
Keyphrases
- weak classifiers
- imbalanced data
- ensemble classifier
- extreme learning machines
- linear combination
- training set
- base learners
- ensemble methods
- class distribution
- training samples
- linear regression
- classification error
- base classifiers
- random forest
- feature selection
- decision trees
- learning algorithm
- ensemble learning
- training data
- sampling methods
- classification models
- least squares
- random forests
- support vector machine
- pairwise