Imbalanced extreme support vector machine.
Xu ZhouShu-Xia LuLisha HuMeng ZhangPublished in: ICMLC (2012)
Keyphrases
- support vector machine
- imbalanced data
- binary classification problems
- multi class
- support vector machine svm
- minority class
- svm classifier
- support vector
- training set
- machine learning
- training data
- feature space
- multi class support vector machines
- stock market prediction
- imbalanced datasets
- decision boundary
- kernel function
- knn
- feature vectors
- generalization ability
- binary classification
- kernel methods
- class imbalance
- single class
- decision forest
- reduced set
- svm classification
- neural network
- high dimensional
- rare events
- k nearest neighbor
- small sample
- classification method
- support vectors
- hyperplane
- pattern classification