Support vector machine with a Pearson VII function kernel for discriminating halophilic and non-halophilic proteins.
Guangya ZhangHuihua GePublished in: Comput. Biol. Chem. (2013)
Keyphrases
- support vector machine
- kernel methods
- kernel function
- support vector
- reproducing kernel hilbert space
- feature space
- multi class
- machine learning
- polynomial kernels
- computational intelligence
- protein protein interactions
- positive semi definite
- lp norm
- training data
- protein sequences
- classification method
- feature selection
- input space
- amino acids
- computational methods
- regression model
- learning algorithm
- kernel pca
- kernel regression
- mapping function
- decision function
- neural network
- dot product
- loss function
- decision trees