A fast parameter optimization approach based on the inter-cluster induced distance in the feature space for support vector machines.
Jiapeng WangJiaxiang LuoPublished in: Appl. Soft Comput. (2022)
Keyphrases
- inter cluster
- parameter optimization
- feature space
- support vector
- support vector machine
- kernel function
- intra cluster
- hyperparameters
- feature selection
- genetic algorithm ga
- genetic algorithm
- arbitrary shape
- parameter settings
- feature vectors
- differential evolution
- parameter estimation
- cross validation
- training set
- pid controller
- euclidean distance
- support vector machine svm
- radial basis function
- dimensionality reduction
- high dimensional
- principal component analysis
- feature extraction
- control system
- machine learning
- rbf neural network
- mean shift
- artificial neural networks
- search space