A new intelligent hepatitis diagnosis system: PCA-LSSVM.
Duygu ÇalisirEsin DogantekinPublished in: Expert Syst. Appl. (2011)
Keyphrases
- ls svm
- least squares support vector machine
- principal component analysis
- least squares
- structural svm
- principal components
- fault diagnosis
- low dimensional
- improved algorithm
- support vector machine
- dimensionality reduction
- feature extraction
- rbf neural network
- prediction model
- pattern recognition
- high dimensional
- cross validation
- singular value decomposition
- k means
- svm classifier
- variable selection
- input variables
- correlation coefficient
- dimension reduction
- covariance matrix
- maximum likelihood
- active learning
- prior knowledge
- expert systems
- feature space
- support vector