A New Binary Particle Swarm Optimization for Feature Subset Selection with Support Vector Machine.
Amir Rajabi BehjatAida MustaphaHossein Nezamabadi-pourMd Nasir SulaimanNorwati MustaphaPublished in: SCDM (2014)
Keyphrases
- feature subset selection
- binary particle swarm optimization
- support vector machine
- feature selection
- global optimization
- binary gravitational search algorithm
- feature subset
- multi class
- fitness function
- particle swarm
- svm classifier
- support vector
- machine learning
- selected features
- routing problem
- kernel function
- selection algorithm
- particle swarm optimization
- k nearest neighbor
- feature vectors
- support vector machine svm
- training data
- particle swarm optimization algorithm
- classification accuracy
- training set
- knn
- classification method
- model selection
- pattern classification
- evolutionary algorithm
- recognition rate
- feature space
- genetic programming
- neural network