Joint optimisation of feature selection and SVM parameters based on an improved fireworks algorithm.
Xiaoning ShenJiyong XuMingjian MaoJiaqi LuLiyan SongQian WangPublished in: Int. J. Comput. Sci. Eng. (2023)
Keyphrases
- feature selection
- learning algorithm
- support vector machine
- optimal parameters
- computational complexity
- expectation maximization
- classification algorithm
- preprocessing
- parameter settings
- np hard
- support vector machine svm
- support vector
- feature space
- detection algorithm
- machine learning
- multi class
- levenberg marquardt
- knn
- dynamic programming
- search space
- optimal solution
- particle swarm optimization
- segmentation algorithm
- multi objective
- kernel function
- support vectors
- objective function
- feature extraction
- feature reduction