Feature Selection in Proton Magnetic Resonance Spectroscopy for Brain Tumor Classification.
Félix Fernando González-NavarroLluís A. Belanche MuñozPublished in: ESANN (2008)
Keyphrases
- tumor classification
- feature selection
- magnetic resonance spectroscopy
- brain tumors
- gene selection
- gene expression data
- multi step
- text categorization
- prostate cancer
- microarray data
- human brain
- feature selection algorithms
- text classification
- feature extraction
- gene expression profiles
- classification accuracy
- mr images
- brain images
- machine learning
- selected features
- feature set
- support vector
- multi class
- high dimensionality
- feature space
- feature subset
- data sets
- high classification accuracy
- support vector machine
- magnetic resonance
- microarray datasets
- dimensionality reduction