An ensemble method for prediction of conformational B-cell epitopes from antigen sequences.
Wei ZhengChen ZhangMichelle HanlonJishou RuanJianzhao GaoPublished in: Comput. Biol. Chem. (2014)
Keyphrases
- ensemble methods
- prediction accuracy
- immune response
- random forests
- ensemble classifier
- ensemble learning
- base classifiers
- benchmark datasets
- machine learning methods
- generalization ability
- major histocompatibility complex
- random forest
- rotation forest
- immune cells
- machine learning
- subspace methods
- drifting concepts
- decision trees
- classifier ensemble
- experimentally determined
- learning algorithm
- data sets
- support vector machine
- binding peptides
- hiv protease
- neural network
- ensemble members
- base learners
- feature selection