A comparative study of linear and quadratic discriminant classifier techniques for variable selection: a case study in predicting the effectiveness of hydroxyurea treatment of sickle cell anemia.
Saeid RoushanzamirHomayoun ValafarFaramarz ValafarPublished in: IJCNN (1999)
Keyphrases
- variable selection
- linear models
- leave one out cross validation
- cross validation
- input variables
- high dimensional
- feature selection
- discriminant function
- dimension reduction
- proportional hazards model
- model selection
- svm classifier
- quadratic discriminant
- high dimensional data
- pattern recognition
- training set
- feature space
- support vector
- training data
- decision trees
- computer vision
- support vector machine
- training samples
- data analysis
- face recognition
- linear discriminant
- learning algorithm