HEMDAG: a family of modular and scalable hierarchical ensemble methods to improve Gene Ontology term prediction.
Marco NotaroMarco FrascaAlessandro PetriniJessica GliozzoElena CasiraghiPeter N. RobinsonGiorgio ValentiniPublished in: Bioinform. (2021)
Keyphrases
- ensemble methods
- prediction accuracy
- gene ontology
- benchmark datasets
- random forests
- microarray
- ensemble learning
- decision trees
- protein interaction
- protein protein interactions
- machine learning methods
- microarray expression data
- bootstrap sampling
- semantic similarity
- social networks
- mutual information
- data analysis
- training data
- face recognition
- image processing