Imbalanced data classification algorithm with support vector machine kernel extensions.
Feng WangShaojiang LiuWeichuan NiZhiming XuZemin QiuZhiping WanZhihong PanPublished in: Evol. Intell. (2019)
Keyphrases
- classification algorithm
- imbalanced data
- support vector machine
- kernel function
- kernel methods
- support vector
- feature space
- svm classifier
- feature selection
- multi class
- k nearest neighbor
- support vector machine svm
- knn
- machine learning
- hyperplane
- training set
- input space
- feature vectors
- generalization ability
- decision boundary
- support vectors
- training data
- concept drift
- ensemble classifier
- image processing
- linear classifiers
- naive bayes