Unbiased bootstrap error estimation for linear discriminant analysis.
Thang T. VuChao SimaUlisses M. Braga-NetoEdward R. DoughertyPublished in: EURASIP J. Bioinform. Syst. Biol. (2014)
Keyphrases
- error estimation
- linear discriminant analysis
- discriminant analysis
- model selection
- error estimates
- face recognition
- cross validation
- dimensionality reduction
- principal component analysis
- feature extraction
- high dimensional data
- dimension reduction
- small sample size
- discriminant features
- feature space
- support vector
- null space
- generalization error
- class separability
- scatter matrix
- support vector machine svm
- linear discriminant
- subspace methods
- discriminative information
- generalized discriminant analysis
- high dimensional
- low dimensional
- scatter matrices
- fisher criterion
- machine learning
- signal processing
- multi class
- support vector machine
- image processing
- computer vision
- data sets