A hybrid stacking classifier with feature selection for handling imbalanced data.
Asha AbrahamR. KayalvizhiHabeeb Shaik MohideenPublished in: J. Intell. Fuzzy Syst. (2024)
Keyphrases
- imbalanced data
- feature selection
- ensemble learning
- ensemble classifier
- support vector machine
- classification models
- feature set
- svm classifier
- feature selection algorithms
- base classifiers
- feature space
- text categorization
- class distribution
- ensemble methods
- imbalanced datasets
- decision trees
- support vector
- classification accuracy
- machine learning
- random forest
- minority class
- feature extraction
- feature subset
- multi class
- training data
- k nearest neighbor
- model selection
- decision boundary
- high dimensionality
- meta learning
- support vectors
- dimensionality reduction
- text classification
- classification algorithm
- multi task
- base learners
- knn