Support Vector Machines for Survival Regression.
Antonio EleuteriAzzam Fouad George TaktakPublished in: CIBB (2011)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- survival analysis
- regression problems
- support vector regression
- kernel function
- logistic regression
- structural risk minimization
- binary classification
- support vector machine
- cross validation
- model selection
- classification accuracy
- hyperparameters
- regression model
- svm classifier
- feature selection
- support vectors
- hyperplane
- generalization ability
- linear regression
- training examples
- locally weighted
- regression analysis
- breast cancer
- reproducing kernel hilbert space
- data mining
- soft margin
- ridge regression
- regression algorithm
- loss function
- svm classification
- maximum margin
- kernel methods
- linear discriminant analysis
- ls svm
- radial basis function
- neural network