Alignment-Free Classification of G-Protein-Coupled Receptors Using Self-Organizing Maps.
Joji M. OtakiAkihito MoriYoshimasa ItohTakashi NakayamaHaruhiko YamamotoPublished in: J. Chem. Inf. Model. (2006)
Keyphrases
- pattern recognition
- classification systems
- object classification
- machine learning
- supervised learning
- classification accuracy
- feature space
- training set
- decision trees
- automatic classification
- feature extraction
- feature vectors
- support vector
- image classification
- classification process
- learning vector quantization
- multiple sequence alignment
- neural network
- feature selection
- classification scheme
- classification models
- svm classifier
- benchmark datasets
- model selection
- image processing
- support vector machine