Extreme re-balancing for SVMs: a case study.
Bhavani RaskuttiAdam KowalczykPublished in: SIGKDD Explor. (2004)
Keyphrases
- support vector
- feature selection
- kernel function
- multi class classification
- classification using support vector machines
- feature space
- test bed
- multi class
- support vector machine
- linear support vector machines
- training set
- case study
- support vector machine classifiers
- sparse kernel
- structured learning
- generalization ability
- svm classifier
- classification algorithm
- machine learning
- support vector machine svm
- knn
- artificial neural networks
- hyperplane
- binary classification
- maximum margin
- linear svm
- active learning
- pattern recognition
- kernel support vector machines