DeepPheno: Predicting single gene loss-of-function phenotypes using an ontology-aware hierarchical classifier.
Maxat KulmanovRobert HoehndorfPublished in: PLoS Comput. Biol. (2020)
Keyphrases
- gene expression
- hierarchical classification
- microarray
- natural language
- biological processes
- training data
- feature set
- support vector machine svm
- caenorhabditis elegans
- biological knowledge
- gene regulatory networks
- svm classifier
- feature selection
- domain knowledge
- training set
- feature space
- support vector
- decision trees