Two-stage classification methods for microarray data.
Tzu-Tsung WongChing-Han HsuPublished in: Expert Syst. Appl. (2008)
Keyphrases
- microarray data
- microarray data analysis
- microarray datasets
- machine learning methods
- small number of samples
- pattern recognition
- biologically meaningful
- feature selection
- ovarian cancer
- gene networks
- gene expression
- informative features
- microarray
- support vector machine
- machine learning
- cancer classification
- gene expression profiles
- building classification models
- cluster analysis
- data sets
- huge number
- gene sets
- roc curve
- meta analysis
- classification models
- cancer diagnosis
- statistical methods
- classification accuracy
- training set
- decision trees
- analysis of gene expression