Alzheimer disease classification based on TSVM and Kernel SVM.
Samar AlamMoonsoo KangGoo-Rak KwonPublished in: ICUFN (2017)
Keyphrases
- support vector
- support vector machine svm
- support vector machine
- kernel function
- feature space
- histogram intersection kernel
- svm classifier
- svm classification
- classification method
- feature vectors
- classification algorithm
- improve the classification accuracy
- least squares support vector machine
- fold cross validation
- classification accuracy
- improves the classification accuracy
- training set
- kernel machines
- multiple kernel learning
- decision boundary
- ls svm
- rbf kernel
- feature selection
- pattern recognition
- image classification
- string kernels
- decision function
- kernel methods
- logistic regression
- decision trees
- kernel parameters
- feature extraction
- standard svm
- kernel learning
- training samples
- class labels
- training data
- learning algorithm
- polynomial kernels
- partially supervised
- tree kernels
- feature set
- model selection
- multi class classification
- training process
- generalization ability
- kernel principal component analysis
- data points
- semi supervised learning
- support vectors
- mercer kernel
- cost sensitive