A MapReduce-Based Parallel Random Forest Approach for Predicting Large-Scale Protein-Protein Interactions.
Bo-Ya JiZhu-Hong YouLong YangJi-Ren ZhouPengwei HuPublished in: ICIC (3) (2020)
Keyphrases
- random forest
- protein protein interactions
- predicting protein
- decision trees
- computational methods
- high throughput
- network topology
- protein interaction
- feature set
- high precision
- fold cross validation
- protein interaction data
- multi label
- gene ontology
- ensemble methods
- network analysis
- base classifiers
- biological data
- biological networks
- structural properties
- data mining
- data streams