Transmembrane proteins in the Protein Data Bank: identification and classification.
Gábor E. TusnádyZsuzsanna DosztányiIstván SimonPublished in: Bioinform. (2004)
Keyphrases
- protein structure
- automatic classification
- pattern classification
- classification accuracy
- support vector machine svm
- amino acid sequences
- supervised learning
- machine learning methods
- machine learning
- classification scheme
- classification models
- pattern recognition
- classification algorithm
- feature space
- feature selection
- classification systems
- model selection
- benchmark datasets
- decision rules
- classification method
- text classification
- training set
- amino acids
- decision trees
- neural network