SVM-BetaPred: Prediction of Right-Handed ß-Helix Fold from Protein Sequence Using SVM.
Siddharth SinghKrishnan HajelaAshwini Kumar RamaniPublished in: PRIB (2007)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- protein sequences
- amino acid composition
- knn
- feature selection
- svm classifier
- svm classification
- training data
- kernel function
- secondary structure
- solvent accessibility
- protein structure
- protein secondary structure
- remote homology detection
- prediction accuracy
- multi class
- logistic regression
- fold cross validation
- feature vectors
- protein structure prediction
- experimentally determined
- training set