Margin-based ensemble classifier for protein fold recognition.
Tao YangVojislav KecmanLongbing CaoChengqi ZhangJoshua Zhexue HuangPublished in: Expert Syst. Appl. (2011)
Keyphrases
- protein fold recognition
- ensemble classifier
- multi class
- base classifiers
- support vector machine
- ensemble learning
- feature selection
- random forest
- key features
- pairwise
- preprocessing step
- fusion method
- concept drift
- classification models
- ensemble methods
- cost sensitive
- protein structure prediction
- object recognition
- generalization error
- face recognition
- weak classifiers
- multiscale
- decision trees
- class labels
- data sets