Predict prokaryotic proteins through detecting N-formylmethionine residues in protein sequences using support vector machine.
Zheng Rong YangPublished in: Biosyst. (2009)
Keyphrases
- protein sequences
- support vector machine
- amino acid sequences
- protein secondary structure
- amino acids
- protein function
- protein structure
- predicting protein
- remote homology detection
- computational biology
- experimentally determined
- protein classification
- secondary structure
- amino acid composition
- secondary structure prediction
- protein structure prediction
- biological sequences
- protein structure and function
- sequence analysis
- multiple sequence alignment
- structural motifs
- svm classifier
- subcellular location
- protein structural
- protein folding
- protein protein
- coarse grained
- machine learning
- multiple alignment
- tertiary structure
- feature vectors
- support vector
- feature selection
- sequence databases
- protein families
- svm classification
- fold cross validation
- molecular biology
- kernel function
- knn
- training set