Feature ranking based nested support vector machine ensemble for medical image classification.
Erdem VarolBilwaj GaonkarGüray ErusRobert SchultzChristos DavatzikosPublished in: ISBI (2012)
Keyphrases
- feature ranking
- support vector machine
- image classification
- svm classifier
- feature selection
- fold cross validation
- feature extraction
- machine learning
- support vector machine svm
- multi class
- support vector
- feature vectors
- k nearest neighbor
- image features
- feature space
- feature subset
- multi label
- classification algorithm
- single feature
- generalization ability
- radial basis function
- data sets
- kernel function
- text categorization
- gene selection
- classification method
- loss function
- high dimensional data
- ensemble methods
- ensemble learning
- training set
- feature subset selection
- decision trees
- computer vision