UniProt-DAAC: domain architecture alignment and classification, a new method for automatic functional annotation in UniProtKB.
Tunca DoganAlistair MacDougallRabie SaidiDiego PoggioliAlex BatemanClaire O'DonovanMaria Jesus MartinPublished in: Bioinform. (2016)
Keyphrases
- classification method
- fully automatic
- classification process
- preprocessing
- classification scheme
- support vector machine svm
- detection method
- pattern recognition
- pairwise
- classification accuracy
- support vector machine
- image classification
- text classification
- classification algorithm
- machine learning methods
- machine learning
- high accuracy
- cost function
- benchmark data sets
- training process
- accuracy rate
- principal axes
- model selection
- semi automatic
- clustering method
- unsupervised learning
- probabilistic model
- significant improvement
- data model
- support vector
- objective function
- similarity measure