Rasch-based high-dimensionality data reduction and class prediction with applications to microarray gene expression data
Andrej KastrinBorut PeterlinPublished in: CoRR (2010)
Keyphrases
- high dimensionality
- data reduction
- microarray gene expression data
- gene expression data
- microarray datasets
- microarray
- microarray data
- feature selection
- high dimensional
- cancer classification
- feature space
- high dimensional data
- gene regulatory networks
- dimensionality reduction
- small sample size
- gene expression
- informative genes
- gene selection
- gene expression profiles
- data compression
- data analysis
- computer vision
- data quality
- databases
- support vector
- principal component analysis