A new sampling method for classifying imbalanced data based on support vector machine ensemble.
Chuanxia JianJian GaoYinhui AoPublished in: Neurocomputing (2016)
Keyphrases
- imbalanced data
- support vector machine
- svm classifier
- ensemble classifier
- feature selection
- support vector
- multi class
- training data
- k nearest neighbor
- support vector machine svm
- feature vectors
- machine learning
- training set
- generalization ability
- feature space
- classification algorithm
- ensemble methods
- cost sensitive
- hyperplane
- knn
- class distribution
- minority class
- kernel function
- neural network
- training process
- class imbalance
- support vectors
- feature extraction
- text categorization