The Pairwise Elastic Net support vector machine for automatic fMRI feature selection.
Alexander LorbertPeter J. RamadgePublished in: ICASSP (2013)
Keyphrases
- support vector machine
- feature selection
- elastic net
- pairwise
- multi class
- linear support vector machines
- support vector
- feature space
- small sample
- svm classifier
- machine learning
- topology preserving
- knn
- kernel learning
- mutual information
- markov random field
- text categorization
- multiple kernel learning
- k nearest neighbor
- decision trees
- similarity measure
- feature set
- kernel methods
- loss function
- kernel function
- logistic regression
- regularization parameter
- decision boundary
- support vector machine svm
- pairwise constraints
- image processing
- data points
- classification accuracy
- training data
- unsupervised learning