Protein Secondary Structure Prediction Using Genetic Neural Support Vector Machines.
Anjum Reyaz-AhmedYan-Qing ZhangPublished in: BIBE (2007)
Keyphrases
- protein secondary structure prediction
- support vector
- large margin classifiers
- learning machines
- protein secondary structure
- machine learning
- kernel function
- support vector machine
- neural network
- network architecture
- cross validation
- genetic algorithm
- generalization ability
- svm classifier
- tertiary structure
- logistic regression
- hyperplane
- multi class
- feature selection
- radial basis function
- loss function
- support vectors
- maximum margin
- soft margin
- classification accuracy
- learning algorithm
- data mining