Prediction of Protein Structure Classes with Ensemble Classifiers.
Wenzheng BaoYuehui ChenDong WangFanliang KongGaoqiang YuPublished in: ICIC (3) (2014)
Keyphrases
- protein structure
- ensemble classifier
- protein tertiary structure
- protein structural
- contact map
- protein structure prediction
- protein sequences
- ensemble learning
- experimentally determined
- random forest
- secondary structure
- base classifiers
- amino acids
- classification models
- ensemble methods
- amino acid sequences
- concept drift
- support vector machine
- protein function
- prediction accuracy
- feature selection
- preprocessing step
- class specific
- multiresolution
- fusion method
- weak classifiers
- object classes