SVMs Modeling for Highly Imbalanced Classification.
Yuchun TangYan-Qing ZhangNitesh V. ChawlaSven KrasserPublished in: IEEE Trans. Syst. Man Cybern. Part B (2009)
Keyphrases
- support vector
- support vector machine svm
- support vector machine
- highly imbalanced
- feature selection
- classification accuracy
- generalization ability
- machine learning
- classification algorithm
- feature vectors
- text classification
- svm classifier
- cost sensitive
- training set
- decision boundary
- multi class
- pattern classification
- data sets
- training data
- imbalanced data
- class distribution
- feature space
- class imbalance
- support vectors
- regression problems
- supervised learning