Support vector machines for temporal classification of block design fMRI data.
Stephen LaConteStephen C. StrotherVladimir CherkasskyJon R. AndersonXiaoping HuPublished in: NeuroImage (2005)
Keyphrases
- support vector
- classification accuracy
- support vector machine
- feature selection
- decision trees
- learning machines
- pattern recognition
- pattern classification
- cross validation
- classification process
- supervised learning
- spatial and temporal
- svm classifier
- support vector machine svm
- classification scheme
- generalization ability
- design process
- text classification
- logistic regression
- classification algorithm
- training samples
- radial basis function
- feature vectors
- spatio temporal
- feature space
- case study
- large margin classifiers