Feature Selection and Parameter Optimization of Support Vector Machines Based on a Local Search Based Firefly Algorithm for Classification of Formulas in Traditional Chinese Medicine.
Wen ShiJianling LiuJingyu ZhangYuran MenHongwei ChenDeke WangYang CaoPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2022)
Keyphrases
- support vector
- parameter optimization
- feature selection
- firefly algorithm
- support vector machine
- hyperparameters
- genetic algorithm
- traditional chinese medicine
- convergence speed
- differential evolution
- cross validation
- genetic algorithm ga
- feature space
- machine learning
- parameter settings
- global search
- high dimensionality
- feature extraction
- parameter estimation
- search algorithm
- feature vectors
- dimensionality reduction
- simulated annealing
- convergence rate
- microarray data
- gene expression data
- least squares
- filter design
- data sets