Research on Classification Method of High-Dimensional Class-Imbalanced Data Sets Based on SVM.
Chunkai ZhangJianwei GuoJunru LuPublished in: DSC (2017)
Keyphrases
- classification method
- support vector machine svm
- high dimensional
- imbalanced data sets
- support vector machine
- knn
- text classification
- classification algorithm
- k nearest neighbor
- minority class
- neural network
- rare events
- multi class classification
- class imbalance
- generalization ability
- svm classifier
- low dimensional
- nearest neighbor
- pattern recognition
- feature selection
- data sets
- kernel function
- dimensionality reduction
- high dimensionality
- benchmark data sets
- input space
- concept learning
- multi class
- decision boundary
- support vector