Improved residue contact prediction using support vector machines and a large feature set.
Jianlin ChengPierre BaldiPublished in: BMC Bioinform. (2007)
Keyphrases
- feature set
- feature selection
- feature vectors
- classification accuracy
- feature extraction
- random forest
- feature space
- prediction accuracy
- class labels
- contact map
- structural features
- feature representation
- multiple features
- evolutionary algorithm
- extracted features
- selected features
- text categorization
- database
- cross validation
- artificial neural networks
- feature selection algorithms
- pattern recognition
- protein structure prediction
- feature types
- feature reduction
- data sets