A Novel Approach of Protein Secondary Structure Prediction by SVM Using PSSM Combined by Sequence Features.
Yehong ChenJinyong ChengYihui LiuPil Seong ParkPublished in: IntelliSys (1) (2016)
Keyphrases
- protein secondary structure prediction
- tertiary structure
- machine learning
- protein secondary structure
- feature vectors
- svm classifier
- support vector
- feature selection
- feature extraction
- feature space
- support vector machine
- psi blast
- support vector machine classifiers
- classification method
- feature maps
- kernel function
- feature set
- svm classification
- hyperplane
- similarity measure
- spam classification
- multiclass support vector machines