Robust integrated framework for effective feature selection and sample classification and its application to gene expression data analysis.
Shang GaoOmar AddamAla QabajaAbdallah M. ElSheikhOmar ZarourMohamad NagiFlouris TriantWadhah AlmansooriOmer SairTansel ÖzyerJia ZengJon G. RokneReda AlhajjPublished in: CIBCB (2012)
Keyphrases
- feature selection
- support vector
- classification accuracy
- support vector machine
- gene expression data analysis
- feature space
- pattern recognition
- machine learning
- text classification
- feature set
- feature extraction
- multi task
- feature vectors
- feature selection algorithms
- training set
- decision trees
- supervised learning
- machine learning methods
- high dimensionality
- clustering analysis
- gene expression profiles
- data sets