A GA-Optimized Weighted Mixed Kernel Function of SVM Based on Information Entropy.
Xuejian ZhaoXinhui ZhangFeng XiangFeng YeZhixin SunPublished in: ICAIS (2) (2019)
Keyphrases
- kernel function
- information entropy
- support vector
- support vector machine
- attribute reduction algorithm
- svm classifier
- svm classification
- genetic algorithm ga
- genetic algorithm
- kernel methods
- rough sets
- input space
- feature space
- rbf kernel
- kernel learning
- decision table
- positive definite
- high dimensional feature space
- kernel matrix
- gaussian kernels
- support vector machine svm
- kernel parameters
- reproducing kernel hilbert space
- rough set theory
- attribute values
- fitness function
- polynomial kernels
- kernel matrices
- discernibility matrix
- neural network
- multiple kernel learning
- cross validation
- feature vectors
- feature set
- feature selection
- attribute reduction
- training set
- high dimensional