CDD/SPARCLE: functional classification of proteins via subfamily domain architectures.
Aron Marchler-BauerBo YuLianyi HanJane HeChristopher J. LanczyckiShennan LuFarideh ChitsazMyra K. DerbyshireRenata C. GeerNoreen R. GonzalesMarc GwadzDavid I. HurwitzFu LuGabriele H. MarchlerJames S. SongNarmada ThankiZhouxi WangRoxanne A. YamashitaDachuan ZhangChanjuan ZhengLewis Y. GeerStephen H. BryantPublished in: Nucleic Acids Res. (2017)
Keyphrases
- classification accuracy
- pattern recognition
- classification algorithm
- feature vectors
- machine learning
- feature selection
- protein function prediction
- pattern classification
- text classification
- image classification
- domain specific
- supervised learning
- support vector machine
- model selection
- support vector machine svm
- support vector
- decision trees
- computational methods
- automatic classification
- classification scheme
- feature space
- training samples
- domain experts
- protein sequences
- neural network