Methylation Linear Discriminant Analysis (MLDA) for identifying differentially methylated CpG islands.
Wei DaiJens M. TeodoridisJanet GrahamConstanze ZellerTim Hui-Ming HuangPearlly YanJ. Keith VassRobert BrownJim PaulPublished in: BMC Bioinform. (2008)
Keyphrases
- linear discriminant analysis
- discriminant analysis
- dimensionality reduction
- face recognition
- principal component analysis
- discriminant features
- feature extraction
- null space
- small sample size
- high dimensional data
- dimension reduction
- support vector
- support vector machine svm
- feature space
- fisher criterion
- linear discriminant
- subspace methods
- class separability
- multivariate statistical
- discriminative information
- principal components analysis
- generalized discriminant analysis
- neural network
- nonparametric discriminant analysis
- scatter matrix
- scatter matrices
- high dimensional
- image processing