Imbalanced data classification based on scaling kernel-based support vector machine.
Yong ZhangPanpan FuWenzhe LiuGuolong ChenPublished in: Neural Comput. Appl. (2014)
Keyphrases
- support vector machine
- imbalanced data classification
- feature selection
- kernel methods
- support vector
- multi class
- support vector machine svm
- training data
- machine learning
- svm classifier
- generalization ability
- kernel function
- feature vectors
- minority class
- k nearest neighbor
- training set
- decision boundary
- neural network
- radial basis function
- hyperplane
- knn
- binary classification
- active learning
- feature space
- data mining