A combined approach for the classification of G protein-coupled receptors and its application to detect GPCR splice variants.
Hae-Seok EoJae Pil ChoiSeung-Jae NohCheol-Goo HurWon KimPublished in: Comput. Biol. Chem. (2007)
Keyphrases
- protein sequences
- pattern recognition
- classification method
- machine learning
- machine learning methods
- classification accuracy
- robust detection
- detection method
- decision trees
- automatic detection
- classification algorithm
- detection algorithm
- text classification
- image classification
- support vector
- unsupervised learning
- supervised learning
- svm classifier
- cross validation
- support vector machine
- high dimensional
- feature space
- classification rules
- preprocessing
- classification scheme
- classification process
- similarity measure