Assessment of One- and Two-Class SVMs in the Prediction of Phosphorylation in Proteins.
Karthikeyan SwaminathanJaroslaw MellerPublished in: BIOCOMP (2009)
Keyphrases
- protein function prediction
- protein function
- protein sequences
- protein structure
- amino acids
- protein protein interactions
- support vector
- multi class classification
- amino acid sequences
- experimentally determined
- machine learning
- secondary structure
- multi class
- training set
- predicting protein
- protein structural
- protein chains
- generalization ability
- kernel function
- support vector machine svm
- knn
- training data
- learning machines
- protein interaction
- protein structure prediction
- prediction accuracy
- support vector machine
- feature selection