Proteome-wide classification and identification of mammalian-type GPCRs by binary topology pattern.
Yasuhito InoueMasami IkedaToshio ShimizuPublished in: Comput. Biol. Chem. (2004)
Keyphrases
- pattern recognition
- classification accuracy
- automatic classification
- image classification
- machine learning
- pattern matching
- unsupervised learning
- text classification
- supervised learning
- classification method
- feature extraction
- wide range
- feature vectors
- classification systems
- classification models
- pattern classification
- support vector machine svm
- training samples
- support vector
- natural images
- object recognition
- machine learning algorithms
- preprocessing
- support vector machine
- feature space
- pattern discovery
- active learning
- neural network
- training set
- binary classifiers
- binary features
- multi class svm