A protein fold classifier formed by fusing different modes of pseudo amino acid composition via PSSM.
Kaveh KavousiBehzad MoshiriMehdi SadeghiBabak Nadjar AraabiAli Akbar Moosavi-MovahediPublished in: Comput. Biol. Chem. (2011)
Keyphrases
- amino acid composition
- fold cross validation
- protein sequences
- logistic regression
- immune genetic algorithm
- random forest
- feature selection
- secondary structure
- support vector machine
- location prediction
- training data
- selection scheme
- svm classifier
- computational biology
- data sets
- amino acids
- protein secondary structure prediction
- protein structure
- support vector
- decision trees
- learning algorithm
- image classification
- feature space
- similarity measure