SVM-Based Classification of Class C GPCRs from Alignment-Free Physicochemical Transformations of Their Sequences.
Caroline KönigRaúl Cruz-BarbosaRené AlquézarAlfredo VellidoPublished in: ICIAP Workshops (2013)
Keyphrases
- class labels
- support vector
- support vector machine
- support vector machine svm
- pattern recognition
- multi class classification
- svm classifier
- classification scheme
- class specific
- classification accuracy
- decision trees
- hidden markov models
- feature selection
- multi class
- sequence classification
- multiclass classification
- feature space
- relevance feedback
- multiple classes
- supervised learning
- sequence alignment
- intra class
- automatic classification
- training set
- feature vectors
- classification models
- active learning
- training data
- sequential patterns
- text classification
- classification method
- classification algorithm
- multiple sequence alignment