The CATH classification revisited - architectures reviewed and new ways to characterize structural divergence in superfamilies.
Alison L. CuffIan SillitoeTony E. LewisOliver RedfernRichard GarrattJanet M. ThorntonChristine A. OrengoPublished in: Nucleic Acids Res. (2009)
Keyphrases
- protein sequences
- decision trees
- pattern recognition
- classification accuracy
- classification systems
- automatic classification
- classification scheme
- image classification
- feature vectors
- text classification
- object classification
- machine learning methods
- svm classifier
- machine learning
- image processing
- support vector machine
- data sets
- unsupervised learning
- support vector machine svm
- feature space
- classification models
- structural information
- neural network
- pairwise
- genetic algorithm
- face recognition
- incremental learning
- pattern classification
- preprocessing
- classification method
- decision rules
- benchmark datasets
- training set