SVM classification for imbalanced data using conformal kernel transformation.
Yong ZhangPanpan FuWenzhe LiuLi ZouPublished in: IJCNN (2014)
Keyphrases
- svm classification
- imbalanced data
- support vector machine
- svm classifier
- kernel function
- support vector
- support vector machine svm
- kernel methods
- multi class
- image classification
- feature selection
- feature vectors
- feature space
- linear regression
- k nearest neighbor
- training data
- classification accuracy
- ensemble methods
- support vectors
- class distribution
- generalization ability
- class imbalance
- machine learning
- hyperplane
- classification models
- random forest
- cross validation
- binary classification
- data sets
- regression problems
- learning algorithm