Ensemble classification for imbalanced data based on feature space partitioning and hybrid metaheuristics.
Pedro López-GarcíaAntonio D. MasegosaEneko OsabaEnrique OnievaAsier PerallosPublished in: Appl. Intell. (2019)
Keyphrases
- generalization ability
- imbalanced data
- ensemble methods
- ensemble classifier
- ensemble learning
- support vector machine
- feature subset
- benchmark datasets
- random forest
- base classifiers
- decision trees
- support vector
- feature vectors
- feature selection
- similarity search
- image features
- feature set
- image processing
- machine learning
- text categorization
- dimensionality reduction
- multiscale
- weak classifiers