Kernel Local Fisher Discriminant Analysis-Based Prediction on Protein O-Glycosylation Sites Using SVM.
Xuemei YangShiliang SunPublished in: ICIC (3) (2015)
Keyphrases
- support vector
- kernel function
- experimentally determined
- kernel methods
- least squares support vector machine
- contact map
- subcellular localization
- remote homology detection
- string kernels
- protein classification
- protein secondary structure
- support vector machine svm
- ls svm
- kernel machines
- kernel space
- protein structure
- support vector machine
- prediction accuracy
- feature space
- prediction model
- kernel parameters
- polynomial kernels
- kernel trick
- protein sequences
- contact maps
- multiple kernel learning
- rbf kernel
- protein interaction
- website
- svm classification
- protein structure prediction
- decision function
- drug design
- protein secondary structure prediction
- maximum margin
- computational biology
- amino acids
- svm classifier
- gaussian kernel
- protein protein interactions
- predicting protein
- multi class
- knn
- high dimensional
- feature selection
- standard svm
- kernel learning
- kernel matrix
- machine learning
- multiple kernel
- high dimensional feature space
- drug discovery
- kernel pca
- feature ranking
- secondary structure
- gaussian processes
- least squares
- amino acid composition