Improving SVM Training Sample Selection Using Multi-Objective Evolutionary Algorithm and LSH.
Romaric PighettiDenis PallezFrédéric PreciosoPublished in: SSCI (2015)
Keyphrases
- sample selection
- svm training
- multi objective evolutionary algorithms
- svm classification
- support vector machine
- active learning
- multi objective
- training data
- multi objective optimization
- support vectors
- generalization ability
- support vector
- similarity search
- kernel methods
- fitness function
- test problems
- nsga ii
- nearest neighbor
- svm classifier
- training examples
- optimization problems
- fuzzy logic
- evolutionary algorithm