When Less Is More: Improving Classification of Protein Families with a Minimal Set of Global Features.
Roy VarshavskyMenachem FromerAmit ManMichal LinialPublished in: WABI (2007)
Keyphrases
- global features
- classification method
- feature vectors
- protein classification
- classification accuracy
- visual features
- pattern recognition
- image classification
- support vector
- support vector machine
- feature selection
- feature extraction
- feature space
- data sets
- protein sequences
- training set
- gene expression
- decision trees
- search engine