An Ensemble Learning Algorithm Based on Density Peaks Clustering and Fitness for Imbalanced Data.
Hui XuQicheng LiuPublished in: IEEE Access (2022)
Keyphrases
- imbalanced data
- learning algorithm
- ensemble methods
- clustering algorithm
- feature selection
- linear regression
- class distribution
- base learners
- evolutionary algorithm
- random forest
- genetic programming
- ensemble classifier
- class imbalance
- support vector machine
- sampling methods
- machine learning algorithms
- machine learning
- classification models
- data points
- high dimensionality
- training data
- decision trees
- unlabeled data
- training examples
- ensemble learning
- generalization ability
- prediction accuracy
- base classifiers
- fitness function
- active learning
- machine learning methods
- semi supervised learning
- random forests
- labeled data
- decision boundary
- supervised learning
- semi supervised
- genetic algorithm