SVM and SVR-based MHC-binding prediction using a mathematical presentation of peptide sequences.
Davorka R. JandrlicPublished in: Comput. Biol. Chem. (2016)
Keyphrases
- mhc class ii
- binding peptides
- major histocompatibility complex
- support vector machine
- support vector machine svm
- support vector
- support vector regression
- kernel function
- svm classifier
- optimal parameters
- knn
- rbf kernel
- extreme learning machine
- multi class
- feature selection
- machine learning
- kernel methods
- svm classification
- support vectors
- hidden markov models
- linear support vector machines
- feature vectors
- multimedia
- sequential patterns
- hyperplane
- regression model
- ls svm
- prediction accuracy
- immune algorithm
- feature extraction