Boosting Kernel Discriminant Analysis and Its Application on Tissue Classification of Gene Expression Data.
Guang DaiDit-Yan YeungPublished in: IJCAI (2007)
Keyphrases
- gene expression data
- tissue classification
- kernel discriminant analysis
- feature selection
- discriminant analysis
- multi class
- dimensionality reduction
- microarray
- gene expression
- linear discriminant analysis
- face recognition
- high dimensionality
- microarray data
- high dimensional data
- boosting algorithms
- kernel function
- data sets
- gene expression analysis
- base classifiers
- kernel learning
- feature extraction
- ensemble methods
- gene selection
- high dimensional
- kernel trick
- analysis of gene expression data
- combining multiple
- cost sensitive
- support vector machine
- machine learning
- neural network
- feature space
- learning algorithm
- classification accuracy
- training data