mGOASVM: Multi-label protein subcellular localization based on gene ontology and support vector machines.
Shibiao WanMan-Wai MakSun-Yuan KungPublished in: BMC Bioinform. (2012)
Keyphrases
- multi label
- gene ontology
- binary classification
- support vector
- protein function prediction
- multi label classification
- microarray
- text categorization
- image classification
- protein protein interactions
- semantic similarity
- protein function
- information theoretic
- graph cuts
- support vector machine
- text classification
- class labels
- svm classifier
- biological networks
- protein interaction
- feature selection
- gene expression
- data sets
- network topology
- training examples
- classification accuracy
- feature space
- training data
- image segmentation