SVM ranking with backward search for feature selection in type II diabetes databases.
Balakrishnan SarojiniRamaraj NarayanaswamyNickolas SavarimuthuRita SamikannuPublished in: SMC (2008)
Keyphrases
- feature selection
- type ii
- databases
- support vector
- feature ranking
- search algorithm
- support vector machine
- knn
- multi class
- personalized search
- keyword search
- support vector machine svm
- relational databases
- search space
- ranking algorithm
- ranking functions
- forward search
- type i error
- text categorization
- machine learning
- text classification
- indexing techniques
- feature space
- small sample
- training data
- ranking svm
- feature extraction
- classification algorithm
- classification accuracy
- gene selection
- selected features
- information retrieval
- desktop search