Preprocessing unbalanced data using support vector machine.
M. A. H. FarquadIndranil BosePublished in: Decis. Support Syst. (2012)
Keyphrases
- unbalanced data
- support vector machine
- preprocessing
- training data
- ridge regression
- feature selection
- support vector
- svm classifier
- multi class
- k nearest neighbor
- support vector machine svm
- machine learning
- standard svm
- feature extraction
- kernel function
- hyperplane
- support vectors
- feature vectors
- feature space
- generalization ability
- linear combination
- svm classification
- learning algorithm
- knn
- training set
- text data
- ls svm