A GA-Based Feature Subset Selection and Parameter Optimization of Support Vector Machine for Content - Based Image Retrieval.
Kwang-Kyu SeoPublished in: ADMA (2007)
Keyphrases
- parameter optimization
- feature subset selection
- support vector machine
- genetic algorithm ga
- feature subset
- feature selection
- genetic algorithm
- selection algorithm
- svm classifier
- differential evolution
- selected features
- fitness function
- parameter settings
- support vector
- simulated annealing
- particle swarm optimization pso
- k nearest neighbor
- parameter estimation
- feature vectors
- classification algorithm
- machine learning
- support vector machine svm
- pid controller
- artificial neural networks
- training set
- feature space
- feature extraction
- neural network
- feature set
- learning algorithm
- similarity measure
- evolutionary algorithm
- probabilistic model
- kernel function
- data sets