Sparse optimal scoring for multiclass cancer diagnosis and biomarker detection using microarray data.
Chenlei LengPublished in: Comput. Biol. Chem. (2008)
Keyphrases
- multi class
- microarray data
- cancer diagnosis
- gene expression data
- gene selection
- cancer classification
- microarray
- feature selection
- dna microarray data
- gene expression
- colon cancer
- high dimensional
- gene expression profiles
- dna microarray
- ovarian cancer
- lung cancer
- data sets
- high throughput
- high dimensionality
- support vector machine
- pairwise
- base classifiers
- microarray datasets
- experimental conditions
- cost sensitive
- gene ontology
- high dimensional data
- multi task
- cluster analysis
- training set
- binary classifiers
- low dimensional
- pattern recognition
- training data
- face recognition
- decision trees
- image processing
- machine learning