Comparisons of Different Feature Sets for Predicting Carbohydrate-Binding Proteins From Amino Acid Sequences Using Support Vector Machine.
Suchandra PayalPiyali ChatterjeeSubhadip BasuMahantapas KunduMita NasipuriPublished in: BIC-TA (1) (2012)
Keyphrases
- amino acid sequences
- feature set
- support vector machine
- predicting protein
- feature selection
- protein sequences
- feature vectors
- secondary structure
- molecular biology
- protein structure
- protein function
- feature space
- amino acids
- protein structure prediction
- sequence analysis
- classification accuracy
- spatial structure
- support vector
- support vector machine svm
- feature extraction
- training set
- protein functional
- computational biology
- structural features
- machine learning
- feature subset
- gene ontology
- similarity measure
- data mining