An ensemble of support vector machines for predicting virulent proteins.
Loris NanniAlessandra LuminiPublished in: Expert Syst. Appl. (2009)
Keyphrases
- support vector
- learning machines
- ensemble learning
- large margin classifiers
- generalization ability
- predicting protein
- feature selection
- ensemble methods
- protein sequences
- logistic regression
- kernel function
- feature ranking
- protein function
- cross validation
- support vector machine
- classification accuracy
- learning algorithm
- protein structure
- amino acids
- ls svm
- binary classification
- subcellular localization
- ensemble classifier
- random forests
- hyperplane
- loss function
- training data
- neural network
- computational methods
- support vectors
- secondary structure
- kernel methods
- multi class
- data sets