Quantitative prediction of mouse class I MHC peptide binding affinity using support vector machine regression (SVR) models.
Wen LiuXiangshan MengQiqi XuDarren R. FlowerTongbin LiPublished in: BMC Bioinform. (2006)
Keyphrases
- major histocompatibility complex
- binding peptides
- support vector machine
- support vector regression
- mhc class ii
- support vector
- regression model
- nonlinear regression
- model selection
- prediction model
- regression method
- predictive model
- prediction accuracy
- probabilistic model
- linear regression
- multi class
- regression methods
- stock market prediction
- predictive clustering trees
- decision boundary
- multi class classification
- biological systems
- survival analysis
- support vector machine svm
- feature vectors
- data sets