A multi-objective evolutionary approach to training set selection for support vector machine.
Giovanni AcamporaFrancisco HerreraGenoveffa TortoraAutilia VitielloPublished in: Knowl. Based Syst. (2018)
Keyphrases
- support vector machine
- training set
- multi objective evolutionary
- svm classifier
- training data
- support vector
- multi objective
- classification algorithm
- decision trees
- test set
- feature space
- decision boundary
- classification accuracy
- nearest neighbor
- data sets
- support vector machine svm
- feature vectors
- supervised learning
- training samples
- image segmentation
- multi objective optimization problems
- neural network
- cost function
- genetic programming
- feature selection
- heuristic search
- machine learning