Simultaneous SVM Parameters and Feature Selection Optimization Based on Improved Slime Mould Algorithm.
Yihui QiuRuoyu LiXinqiang ZhangPublished in: IEEE Access (2024)
Keyphrases
- feature selection
- optimization algorithm
- support vector machine svm
- improved algorithm
- expectation maximization
- computational complexity
- neural network
- support vector
- constrained optimization
- parameter estimation
- fine tuning
- levenberg marquardt
- optimal parameters
- feature selection algorithms
- selection algorithm
- parameter optimization
- irrelevant features
- alternating optimization
- learning algorithm
- objective function
- optimal solution
- feature space
- search space
- knn
- k means
- support vectors
- optimization criteria
- decomposition algorithm
- text categorization
- support vector machine
- multi class
- simulated annealing
- parameter settings
- classification algorithm
- input data
- maximum likelihood