Selecting different protein representations and classification algorithms in hierarchical protein function prediction.
Carlos Nascimento Silla Jr.Alex Alves FreitasPublished in: Intell. Data Anal. (2011)
Keyphrases
- protein function prediction
- classification algorithm
- learning algorithm
- protein function
- text classification
- protein interaction data
- integrating multiple
- computational methods
- protein sequences
- interaction networks
- protein protein interactions
- graph theory
- machine learning methods
- supervised learning
- support vector machine
- feature space
- feature extraction