Probabilistic prediction of protein phosphorylation sites using kernel machines.
Mark MenorGuylaine PoissonKyungim BaekPublished in: SAC (2012)
Keyphrases
- kernel machines
- experimentally determined
- protein sequences
- amino acids
- protein structure
- prediction accuracy
- support vector
- probabilistic model
- physicochemical properties
- semi supervised
- secondary structure
- kernel function
- kernel methods
- learning problems
- semi supervised learning
- generative model
- pairwise
- learning theory
- machine learning
- multiple kernel learning
- special case
- decision trees