Effects of principle component analysis on assessment of coronary artery diseases using support vector machine.
Ismail BabaogluOguz FindikMehmet BayrakPublished in: Expert Syst. Appl. (2010)
Keyphrases
- principle component analysis
- svm classifier
- support vector machine
- coronary artery
- cardiovascular disease
- svm classification
- feature space
- principal components analysis
- dimension reduction
- independent component analysis
- multi class
- support vector
- support vector machine svm
- feature vectors
- kernel methods
- kernel pca
- feature selection
- k nearest neighbor
- training set
- independent components
- feature extraction
- high dimensional feature space
- face recognition
- lower dimensional
- singular value decomposition
- image classification
- covariance matrix
- gray level
- nearest neighbor classifier
- signal processing
- medical images
- dimensionality reduction
- pattern recognition