A Doubly Regularized Linear Discriminant Analysis Classifier with Automatic Parameter Selection.
Alam ZaibTarig BallalShahid KhattakTareq Y. Al-NaffouriPublished in: CoRR (2020)
Keyphrases
- linear discriminant analysis
- parameter selection
- feature space
- discriminant analysis
- support vector
- generalized discriminant analysis
- face recognition
- dimensionality reduction
- principal component analysis
- dimension reduction
- support vector machine svm
- feature extraction
- kernel discriminant analysis
- fisher criterion
- null space
- high dimensional data
- svm classifier
- feature selection
- support vector machine
- multi class
- discriminative information
- model selection
- training data
- scatter matrix
- feature set
- high dimensional
- scatter matrices
- training samples
- regression model
- active learning
- pattern recognition
- decision trees
- learning algorithm