Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns.
Federico De MartinoGiancarlo ValenteNoël StaerenJohn AshburnerRainer GoebelElia FormisanoPublished in: NeuroImage (2008)
Keyphrases
- support vector
- spatial patterns
- classification accuracy
- learning machines
- support vector machine
- large margin classifiers
- activation patterns
- generalization ability
- cross validation
- data analysis
- feature selection
- svm classifier
- feature extraction
- decision trees
- support vector machine svm
- logistic regression
- spatio temporal
- spatial distribution
- pattern classification
- svm classification
- brain mapping
- kernel function
- model selection
- text classification
- training set
- multi class classification
- multiple kernel learning
- image classification
- training data
- data mining