A consistent variable selection method in high-dimensional canonical discriminant analysis.
Ryoya OdaYuya SuzukiHirokazu YanagiharaYasunori FujikoshiPublished in: J. Multivar. Anal. (2020)
Keyphrases
- variable selection
- discriminant analysis
- high dimensional
- cross validation
- pattern recognition
- face recognition
- clustering method
- dimensionality reduction
- ls svm
- dimension reduction
- linear models
- probabilistic model
- pairwise
- neural network
- kernel principal component analysis
- nearest feature line
- dimensionality reduction methods
- fisher criterion
- fisher discriminant analysis
- microarray data
- high dimensionality
- unsupervised learning
- similarity measure
- feature extraction
- image processing