Generalized canonical correlation analysis for classification.
Cencheng ShenMing SunMinh TangCarey E. PriebePublished in: J. Multivar. Anal. (2014)
Keyphrases
- canonical correlation analysis
- classification accuracy
- canonical correlations
- feature vectors
- least squares
- supervised learning
- dimensionality reduction methods
- image classification
- support vector
- svm classifier
- nonlinear kernel
- decision trees
- feature space
- text classification
- multivariate statistical
- cost sensitive
- class labels
- support vector machine svm
- feature extraction
- cross validation
- data sets
- generalization ability
- partial least squares
- feature set
- support vector machine
- discriminant function
- clustering algorithm
- computer vision