Prediction of protein-protein interaction sites using an ensemble method.
Lei DengJihong GuanQiwen DongShuigeng ZhouPublished in: BMC Bioinform. (2009)
Keyphrases
- ensemble methods
- prediction accuracy
- protein protein interactions
- protein interaction
- predicting protein
- experimentally determined
- wet lab
- computational methods
- benchmark datasets
- ensemble classifier
- ensemble learning
- decision trees
- gene ontology
- random forest
- network topology
- high throughput
- high precision
- functional modules
- machine learning methods
- base classifiers
- secondary structure
- biological data
- biological networks
- data analysis
- ensemble members
- protein sequences
- protein structure
- image classification
- text mining
- structural properties
- computational approaches
- protein interaction data
- multiple sequence alignments
- training data
- data sets