Protein sequences classification by means of feature extraction with substitution matrices.
Rabie SaidiMondher MaddouriEngelbert Mephu NguifoPublished in: BMC Bioinform. (2010)
Keyphrases
- protein sequences
- feature extraction
- protein classification
- feature vectors
- computational biology
- support vector machine svm
- image classification
- feature selection
- classification accuracy
- amino acids
- decision trees
- sequence analysis
- secondary structure
- support vector
- feature set
- extracted features
- protein structure and function
- text classification
- protein structure
- feature space
- biological sequences
- dimensionality reduction