Protein-protein interaction site prediction using random forest proximity distance.
Zhijun QiuQingjie LiuPublished in: J. Bioinform. Comput. Biol. (2021)
Keyphrases
- random forest
- protein protein interactions
- protein interaction
- predicting protein
- prediction accuracy
- ensemble methods
- decision trees
- computational methods
- multiple sequence alignments
- feature set
- functional modules
- ensemble classifier
- multi label
- high throughput
- network topology
- gene ontology
- protein complexes
- ppi networks
- gene expression
- machine learning
- secondary structure
- high precision
- biological networks
- active learning
- biological data
- multi class
- structural properties
- ad hoc networks
- benchmark datasets