Searching Parameter Values in Support Vector Machines Using DNA Genetic Algorithms.
Wenke ZangMinghe SunPublished in: HCC (2016)
Keyphrases
- parameter values
- support vector
- genetic algorithm
- learning machines
- large margin classifiers
- parameter settings
- parameter estimation
- multi objective
- optimal parameters
- optimal parameter values
- kernel function
- kernel methods
- fitness function
- dna sequences
- support vector machine
- search capabilities
- dna computing
- differential evolution
- evolutionary computation
- neural network
- cross validation
- svm classifier
- evolutionary algorithm
- fuzzy logic
- classification accuracy
- three dimensional
- particle swarm optimization
- generalization ability
- parameter optimization
- maximum margin
- data mining
- artificial neural networks
- support vectors
- hyperparameters
- support vector regression
- parameter space
- radial basis function