Sparse logistic regression for whole-brain classification of fMRI data.
Srikanth RyaliKaustubh SupekarDaniel A. AbramsVinod MenonPublished in: NeuroImage (2010)
Keyphrases
- classification accuracy
- feature selection
- pattern recognition
- classification systems
- classification scheme
- automatic classification
- machine learning
- feature extraction
- support vector
- preprocessing
- training set
- machine learning methods
- cross validation
- text classification
- machine learning algorithms
- model selection
- class labels
- pattern classification
- correct classification
- recognition rate
- supervised learning
- decision trees
- computer vision
- training samples
- support vector machine svm
- unsupervised learning
- classification method
- artificial neural networks
- image segmentation
- document classification
- object classification
- supervised classification
- genetic algorithm
- learning vector quantization
- information retrieval