SVM classifier to predict genes important for self-renewal and pluripotency of mouse embryonic stem cells.
Huilei XuIhor LemischkaAvi Ma'ayanPublished in: BMC Syst. Biol. (2010)
Keyphrases
- svm classifier
- support vector machine
- support vector machine svm
- biological processes
- gene ontology
- support vector
- gene expression
- gene expression data sets
- image classification
- feature vectors
- microarray
- support vectors
- gene expression data
- training set
- decision function
- hyperplane
- microarray data
- kernel function
- computer vision
- gene selection
- support vector machine classifier
- gene regulatory networks
- selected features
- informative features
- feature selection
- principle component analysis
- cell lines
- markov chain
- gene expression profiles
- pattern recognition
- svm classification
- semi supervised
- learning stage
- gene expression patterns
- database
- kernel methods