A supervised orthogonal discriminant projection for tumor classification using gene expression data.
Chuanlei ZhangShanwen ZhangPublished in: Comput. Biol. Medicine (2013)
Keyphrases
- discriminant projection
- tumor classification
- gene expression data
- dimensionality reduction
- microarray
- high dimensionality
- gene expression
- gene selection
- dimensionality reduction methods
- high dimensional data
- gene expression profiles
- microarray data
- manifold learning
- data sets
- discriminant analysis
- feature selection
- high dimensional
- cancer classification
- linear discriminant analysis
- multi step
- gene expression data sets
- informative genes
- feature extraction
- sparse representation
- microarray datasets
- principal components analysis
- binding sites
- knn
- data analysis
- decision trees
- original data
- dna microarray
- knowledge discovery
- semi supervised
- machine learning