Joint optimisation of feature selection and SVM parameters based on an improved fireworks algorithm.
Qian WangLiyan SongJiaqi LuMingjian MaoJiyong XuXiaoning ShenPublished in: Int. J. Comput. Sci. Eng. (2023)
Keyphrases
- feature selection
- expectation maximization
- support vector machine svm
- detection algorithm
- k means
- preprocessing
- input data
- learning algorithm
- support vector machine
- levenberg marquardt
- parameter estimation
- search space
- computational complexity
- support vector
- dynamic programming
- multi class
- maximum likelihood
- text categorization
- optimal solution
- classification algorithm
- optimal parameters
- probabilistic model
- knn
- np hard
- feature weighting
- similarity measure
- irrelevant features