Proposition of a classification system "β - LS - SVM" and its application to medical data sets.
Fatma DammakLeila BaccourPublished in: SoCPaR (2014)
Keyphrases
- ls svm
- least squares support vector machine
- medical data sets
- classification rules
- support vector machine
- cross validation
- classification algorithm
- image classification
- classification accuracy
- text classification
- feature extraction
- support vector
- feature space
- data sets
- variable selection
- support vector machine svm
- svm classifier
- least squares
- feature vectors
- generalization ability
- rule sets
- expert systems
- bayesian networks
- bayesian framework
- preprocessing
- training samples
- k nearest neighbor
- feature set
- computational intelligence
- supervised learning