Protein-Protein Interaction Prediction Using Single Class SVM.
Hairong LeiJoe Michael KnissPublished in: ICMLA (2008)
Keyphrases
- single class
- protein protein interactions
- protein interaction
- multi class
- classification error
- binary classification
- prediction accuracy
- computational methods
- support vector
- high throughput
- support vector machine svm
- support vector machine
- multiple classes
- queueing networks
- network topology
- target class
- biological data
- high precision
- generalization ability
- feature selection
- ensemble learning
- network analysis
- multi class classification
- intra class
- svm classifier
- feature space
- cost sensitive
- binary classifiers
- training samples
- knn
- positive data
- data sets