The Impact of Linear Transformation on SVM Margin.
Qiang HeJunfen ChenMing HeRui-Xian ZhuPublished in: SMC (2006)
Keyphrases
- linear transformation
- support vector
- maximum margin
- support vector machine svm
- training set
- linear transformations
- support vector machine
- svm classifier
- supervised dimensionality reduction
- kernel function
- distance metric
- kernel methods
- metric learning
- linear model
- feature selection
- knn
- active learning
- hyperplane
- support vectors
- principal component analysis
- machine learning
- zernike moments
- feature vectors
- high dimensional
- training data