A Two-stage Classifier for Protein B-turn Prediction Using Support Vector Machines.
Hua-Sheng ChiuHsin-Nan LinAllan LoTing-Yi SungWen-Lian HsuPublished in: GrC (2006)
Keyphrases
- subcellular localization
- protein secondary structure
- predicting protein
- protein structure prediction
- contact map
- protein interaction
- training data
- prediction accuracy
- prediction model
- drug design
- experimentally determined
- support vector
- contact maps
- protein structure
- training set
- decision trees
- ensemble classifier
- protein function prediction
- protein sequences
- protein secondary structure prediction
- classification algorithm
- feature selection
- amino acids
- protein homology
- prediction error
- feature set
- support vector machine
- learning classifier systems
- feature ranking
- protein protein interactions
- ensemble learning
- data sets
- classification models
- feature subset
- class labels
- feature space
- learning algorithm
- remote homology detection
- neural network