Local Kernel for Brains Classification in Schizophrenia.
Umberto CastellaniE. RossatoVittorio MurinoMarcella BellaniGianluca RambaldelliMichele TansellaPaolo BrambillaPublished in: AI*IA (2009)
Keyphrases
- support vector
- feature extraction
- feature space
- pattern recognition
- classification accuracy
- classification systems
- classification algorithm
- pattern classification
- training set
- classification scheme
- machine learning
- human brain
- classification models
- automatic classification
- kernel machines
- feature selection
- kernel fisher discriminant
- data sets
- histogram intersection kernel
- benchmark datasets
- support vector machine svm
- text classification
- image classification
- feature set
- support vector machine
- feature vectors
- decision trees
- machine learning algorithms
- kernel function
- machine learning methods
- training samples
- supervised learning
- multiple kernel learning
- least squares support vector machine
- normal controls
- preprocessing