SVM Kernel and It's Aggregation Using Stacking on Imbalanced Dataset.
Zainab FatimaKhushbu DoulaniMainak AdhikariPublished in: IC3 (2023)
Keyphrases
- imbalanced datasets
- support vector
- kernel function
- cost sensitive learning
- learning from imbalanced data
- class distribution
- kernel methods
- imbalanced data
- ensemble methods
- support vector machine
- class imbalance
- rare class
- feature space
- sampling methods
- training dataset
- decision trees
- base classifiers
- ensemble learning
- feature selection algorithms
- support vector machine svm
- cost sensitive
- svm classifier
- knn
- hyperplane
- input space
- training process
- test set
- benchmark datasets
- dimensionality reduction
- classification accuracy
- machine learning