Improved marine predators algorithm for feature selection and SVM optimization.
Heming JiaKangjian SunYao LiNing CaoPublished in: KSII Trans. Internet Inf. Syst. (2022)
Keyphrases
- feature selection
- optimization algorithm
- improved algorithm
- detection algorithm
- k means
- preprocessing
- support vector machine svm
- dynamic programming
- learning algorithm
- support vector
- probabilistic model
- parameter optimization
- optimization method
- search space
- computational complexity
- cost function
- knn
- simulated annealing
- support vector classification
- classification algorithm
- objective function
- combinatorial optimization
- selection algorithm
- machine learning
- optimization process
- immune genetic algorithm
- high dimension
- alternating optimization
- constrained optimization
- worst case
- multi class
- optimal solution
- similarity measure